2022-08-20 00:34:52,204 INFO [train.py:1020] (3/8) Training started
2022-08-20 00:34:52,205 INFO [train.py:1030] (3/8) Device: cuda:3
2022-08-20 00:34:52,208 INFO [train.py:1039] (3/8) {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 0, 'log_interval': 50, 'reset_interval': 200, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'dim_feedforward': 2048, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 3000, 'env_info': {'k2-version': '1.15.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'f8d2dba06c000ffee36aab5b66f24e7c9809f116', 'k2-git-date': 'Thu Apr 21 12:20:34 2022', 'lhotse-version': '1.3.0.dev+missing.version.file', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'lstm-giga-libri', 'icefall-git-sha1': 'f2f5baf-dirty', 'icefall-git-date': 'Fri Aug 19 14:38:45 2022', 'icefall-path': '/k2-dev/fangjun/open-source/icefall-lstm-giga', 'k2-path': '/ceph-fj/fangjun/open-source-2/k2-multi-22/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-fj/fangjun/open-source-2/lhotse-jsonl/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-6-0701202559-7d99965d5f-tswlt', 'IP address': '10.177.28.74'}, 'world_size': 8, 'master_port': 12354, 'tensorboard': True, 'full_libri': True, 'num_epochs': 35, 'start_epoch': 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 00:34:52,209 INFO [train.py:1041] (3/8) About to create model
2022-08-20 00:34:52,693 INFO [train.py:460] (3/8) Use giga
2022-08-20 00:34:52,750 INFO [train.py:1045] (3/8) Number of model parameters: 86241344
2022-08-20 00:34:58,876 INFO [train.py:1060] (3/8) Using DDP
2022-08-20 00:34:59,676 INFO [librispeech.py:43] (3/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-20 00:34:59,681 INFO [librispeech.py:48] (3/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-20 00:34:59,683 INFO [librispeech.py:53] (3/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-20 00:34:59,684 INFO [train.py:1104] (3/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-20 00:34:59,684 INFO [gigaspeech.py:46] (3/8) About to get train-XL cuts
2022-08-20 00:34:59,791 INFO [gigaspeech.py:62] (3/8) Loading 1998 splits
2022-08-20 00:35:10,517 INFO [asr_datamodule.py:168] (3/8) Enable MUSAN
2022-08-20 00:35:10,517 INFO [asr_datamodule.py:180] (3/8) Enable SpecAugment
2022-08-20 00:35:10,517 INFO [asr_datamodule.py:181] (3/8) Time warp factor: 80
2022-08-20 00:35:10,517 INFO [asr_datamodule.py:196] (3/8) About to create train dataset
2022-08-20 00:35:10,517 INFO [asr_datamodule.py:227] (3/8) Using DynamicBucketingSampler.
2022-08-20 00:35:13,384 INFO [asr_datamodule.py:236] (3/8) About to create train dataloader
2022-08-20 00:35:13,385 INFO [asr_datamodule.py:168] (3/8) Enable MUSAN
2022-08-20 00:35:13,385 INFO [asr_datamodule.py:180] (3/8) Enable SpecAugment
2022-08-20 00:35:13,385 INFO [asr_datamodule.py:181] (3/8) Time warp factor: 80
2022-08-20 00:35:13,385 INFO [asr_datamodule.py:196] (3/8) About to create train dataset
2022-08-20 00:35:13,386 INFO [asr_datamodule.py:227] (3/8) Using DynamicBucketingSampler.
2022-08-20 00:35:17,067 INFO [asr_datamodule.py:236] (3/8) About to create train dataloader
2022-08-20 00:35:17,067 INFO [librispeech.py:68] (3/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-20 00:35:17,069 INFO [librispeech.py:73] (3/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-20 00:35:17,070 INFO [asr_datamodule.py:249] (3/8) About to create dev dataset
2022-08-20 00:35:17,415 INFO [asr_datamodule.py:270] (3/8) About to create dev dataloader
2022-08-20 00:35:17,415 INFO [train.py:1156] (3/8) Skip scan_pessimistic_batches_for_oom
2022-08-20 00:37:24,310 INFO [train.py:927] (3/8) Epoch 1, batch 50, giga_loss[loss=0.5873, simple_loss=1.175, pruned_loss=7.842, over 12361.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03072, over 51.00 utterances.], tot_loss[loss=0.8747, simple_loss=1.749, pruned_loss=7.738, over 549052.78 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06003, over 4028.34 utterances.], libri_tot_loss[loss=1.178, simple_loss=2.356, pruned_loss=7.32, over 109271.19 frames. utt_duration=1444 frames, utt_pad_proportion=0.01103, over 303.02 utterances.], giga_tot_loss[loss=0.8207, simple_loss=1.641, pruned_loss=7.822, over 460079.06 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06334, over 3823.15 utterances.], batch size: 51, lr: 3.00e-03
2022-08-20 00:39:05,393 INFO [train.py:927] (3/8) Epoch 1, batch 100, giga_loss[loss=0.4268, simple_loss=0.8536, pruned_loss=7.414, over 12165.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.03417, over 30.00 utterances.], tot_loss[loss=0.6611, simple_loss=1.322, pruned_loss=7.6, over 976193.78 frames. utt_duration=548.3 frames, utt_pad_proportion=0.07534, over 7141.05 utterances.], libri_tot_loss[loss=1.019, simple_loss=2.039, pruned_loss=7.513, over 156473.98 frames. utt_duration=1188 frames, utt_pad_proportion=0.08545, over 527.65 utterances.], giga_tot_loss[loss=0.6216, simple_loss=1.243, pruned_loss=7.606, over 874953.51 frames. utt_duration=510.3 frames, utt_pad_proportion=0.074, over 6878.76 utterances.], batch size: 30, lr: 3.00e-03
2022-08-20 00:40:44,368 INFO [train.py:927] (3/8) Epoch 1, batch 150, giga_loss[loss=0.406, simple_loss=0.8121, pruned_loss=7.075, over 12403.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05066, over 161.00 utterances.], tot_loss[loss=0.5632, simple_loss=1.126, pruned_loss=7.478, over 1307931.94 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06912, over 9495.39 utterances.], libri_tot_loss[loss=0.8705, simple_loss=1.741, pruned_loss=7.622, over 224817.78 frames. utt_duration=1165 frames, utt_pad_proportion=0.07282, over 773.18 utterances.], giga_tot_loss[loss=0.5345, simple_loss=1.069, pruned_loss=7.455, over 1191414.57 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06868, over 9272.95 utterances.], batch size: 161, lr: 3.00e-03
2022-08-20 00:42:20,893 INFO [train.py:927] (3/8) Epoch 1, batch 200, giga_loss[loss=0.3758, simple_loss=0.7515, pruned_loss=6.643, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.5021, simple_loss=1.004, pruned_loss=7.303, over 1566432.30 frames. utt_duration=555.9 frames, utt_pad_proportion=0.0629, over 11301.39 utterances.], libri_tot_loss[loss=0.7891, simple_loss=1.578, pruned_loss=7.625, over 280543.69 frames. utt_duration=1223 frames, utt_pad_proportion=0.06116, over 918.34 utterances.], giga_tot_loss[loss=0.4801, simple_loss=0.9601, pruned_loss=7.266, over 1450372.27 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06331, over 11214.22 utterances.], batch size: 97, lr: 3.00e-03
2022-08-20 00:43:59,376 INFO [train.py:927] (3/8) Epoch 1, batch 250, giga_loss[loss=0.375, simple_loss=0.75, pruned_loss=6.949, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.4654, simple_loss=0.9309, pruned_loss=7.242, over 1767223.57 frames. utt_duration=519.5 frames, utt_pad_proportion=0.07425, over 13644.87 utterances.], libri_tot_loss[loss=0.7626, simple_loss=1.525, pruned_loss=7.613, over 313188.84 frames. utt_duration=1201 frames, utt_pad_proportion=0.06296, over 1044.03 utterances.], giga_tot_loss[loss=0.4466, simple_loss=0.8932, pruned_loss=7.209, over 1664902.94 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07448, over 13613.43 utterances.], batch size: 259, lr: 3.00e-03
2022-08-20 00:45:35,169 INFO [train.py:927] (3/8) Epoch 1, batch 300, giga_loss[loss=0.3641, simple_loss=0.7282, pruned_loss=6.895, over 12334.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03478, over 62.00 utterances.], tot_loss[loss=0.441, simple_loss=0.8821, pruned_loss=7.182, over 1923184.99 frames. utt_duration=523.1 frames, utt_pad_proportion=0.07295, over 14747.82 utterances.], libri_tot_loss[loss=0.6983, simple_loss=1.397, pruned_loss=7.556, over 386973.65 frames. utt_duration=1256 frames, utt_pad_proportion=0.05258, over 1233.67 utterances.], giga_tot_loss[loss=0.4252, simple_loss=0.8503, pruned_loss=7.147, over 1821750.55 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07409, over 14975.53 utterances.], batch size: 62, lr: 3.00e-03
2022-08-20 00:47:16,015 INFO [train.py:927] (3/8) Epoch 1, batch 350, giga_loss[loss=0.3048, simple_loss=0.6095, pruned_loss=6.995, over 12411.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.4203, simple_loss=0.8406, pruned_loss=7.109, over 2045718.10 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07352, over 16571.02 utterances.], libri_tot_loss[loss=0.6829, simple_loss=1.366, pruned_loss=7.531, over 407921.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.0503, over 1284.21 utterances.], giga_tot_loss[loss=0.4077, simple_loss=0.8153, pruned_loss=7.081, over 1961534.05 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07454, over 16839.19 utterances.], batch size: 58, lr: 3.00e-03
2022-08-20 00:48:57,376 INFO [train.py:927] (3/8) Epoch 1, batch 400, giga_loss[loss=0.3675, simple_loss=0.7351, pruned_loss=6.911, over 12366.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03218, over 104.00 utterances.], tot_loss[loss=0.4035, simple_loss=0.807, pruned_loss=7.061, over 2140735.13 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06956, over 16809.53 utterances.], libri_tot_loss[loss=0.6636, simple_loss=1.327, pruned_loss=7.501, over 438931.54 frames. utt_duration=1286 frames, utt_pad_proportion=0.04728, over 1366.47 utterances.], giga_tot_loss[loss=0.3928, simple_loss=0.7855, pruned_loss=7.037, over 2069010.95 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07074, over 17158.03 utterances.], batch size: 104, lr: 3.00e-03
2022-08-20 00:50:39,324 INFO [train.py:927] (3/8) Epoch 1, batch 450, giga_loss[loss=0.3211, simple_loss=0.6422, pruned_loss=6.93, over 12351.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.02979, over 62.00 utterances.], tot_loss[loss=0.3889, simple_loss=0.7778, pruned_loss=7.033, over 2214753.09 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06499, over 16504.38 utterances.], libri_tot_loss[loss=0.6338, simple_loss=1.268, pruned_loss=7.445, over 489119.76 frames. utt_duration=1303 frames, utt_pad_proportion=0.04504, over 1503.80 utterances.], giga_tot_loss[loss=0.3796, simple_loss=0.7592, pruned_loss=7.013, over 2151093.99 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06641, over 16998.13 utterances.], batch size: 62, lr: 2.99e-03
2022-08-20 00:52:18,221 INFO [train.py:927] (3/8) Epoch 1, batch 500, giga_loss[loss=0.3704, simple_loss=0.7408, pruned_loss=7.089, over 12391.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02956, over 58.00 utterances.], tot_loss[loss=0.3887, simple_loss=0.7774, pruned_loss=7.039, over 2272301.25 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06574, over 17674.18 utterances.], libri_tot_loss[loss=0.6167, simple_loss=1.233, pruned_loss=7.407, over 528287.72 frames. utt_duration=1318 frames, utt_pad_proportion=0.04218, over 1605.03 utterances.], giga_tot_loss[loss=0.3803, simple_loss=0.7606, pruned_loss=7.024, over 2217864.95 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06711, over 18256.90 utterances.], batch size: 58, lr: 2.99e-03
2022-08-20 00:53:58,342 INFO [train.py:927] (3/8) Epoch 1, batch 550, libri_loss[loss=0.3907, simple_loss=0.7814, pruned_loss=6.881, over 12242.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.0396, over 27.00 utterances.], tot_loss[loss=0.3939, simple_loss=0.7877, pruned_loss=7.068, over 2317261.84 frames. utt_duration=537.9 frames, utt_pad_proportion=0.0639, over 17281.34 utterances.], libri_tot_loss[loss=0.5852, simple_loss=1.17, pruned_loss=7.333, over 604342.28 frames. utt_duration=1278 frames, utt_pad_proportion=0.06083, over 1893.54 utterances.], giga_tot_loss[loss=0.3862, simple_loss=0.7724, pruned_loss=7.061, over 2267116.42 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06378, over 18063.06 utterances.], batch size: 27, lr: 2.99e-03
2022-08-20 00:55:39,671 INFO [train.py:927] (3/8) Epoch 1, batch 600, giga_loss[loss=0.3724, simple_loss=0.7447, pruned_loss=7.275, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03153, over 58.00 utterances.], tot_loss[loss=0.3905, simple_loss=0.781, pruned_loss=7.107, over 2352303.32 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06402, over 17719.85 utterances.], libri_tot_loss[loss=0.5738, simple_loss=1.148, pruned_loss=7.297, over 632190.93 frames. utt_duration=1296 frames, utt_pad_proportion=0.05855, over 1952.84 utterances.], giga_tot_loss[loss=0.3846, simple_loss=0.7691, pruned_loss=7.108, over 2310887.80 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06418, over 18509.13 utterances.], batch size: 58, lr: 2.99e-03
2022-08-20 00:57:20,673 INFO [train.py:927] (3/8) Epoch 1, batch 650, giga_loss[loss=0.3199, simple_loss=0.6398, pruned_loss=7.354, over 12342.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03407, over 62.00 utterances.], tot_loss[loss=0.3818, simple_loss=0.7636, pruned_loss=7.14, over 2379319.23 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06456, over 18395.01 utterances.], libri_tot_loss[loss=0.568, simple_loss=1.136, pruned_loss=7.273, over 659557.88 frames. utt_duration=1305 frames, utt_pad_proportion=0.05599, over 2023.17 utterances.], giga_tot_loss[loss=0.3759, simple_loss=0.7518, pruned_loss=7.145, over 2345275.39 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06492, over 19162.05 utterances.], batch size: 62, lr: 2.99e-03
2022-08-20 00:59:00,306 INFO [train.py:927] (3/8) Epoch 1, batch 700, giga_loss[loss=0.317, simple_loss=0.634, pruned_loss=7.257, over 12438.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.3725, simple_loss=0.745, pruned_loss=7.166, over 2400340.23 frames. utt_duration=550.2 frames, utt_pad_proportion=0.0619, over 17499.84 utterances.], libri_tot_loss[loss=0.5591, simple_loss=1.118, pruned_loss=7.238, over 704263.23 frames. utt_duration=1284 frames, utt_pad_proportion=0.05837, over 2197.17 utterances.], giga_tot_loss[loss=0.3658, simple_loss=0.7316, pruned_loss=7.177, over 2371496.88 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06212, over 18308.20 utterances.], batch size: 80, lr: 2.99e-03
2022-08-20 01:00:42,668 INFO [train.py:927] (3/8) Epoch 1, batch 750, giga_loss[loss=0.3031, simple_loss=0.6063, pruned_loss=7.376, over 12275.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02689, over 54.00 utterances.], tot_loss[loss=0.363, simple_loss=0.726, pruned_loss=7.196, over 2416094.71 frames. utt_duration=562 frames, utt_pad_proportion=0.06373, over 17242.83 utterances.], libri_tot_loss[loss=0.5472, simple_loss=1.094, pruned_loss=7.214, over 756601.01 frames. utt_duration=1291 frames, utt_pad_proportion=0.05454, over 2347.45 utterances.], giga_tot_loss[loss=0.3557, simple_loss=0.7114, pruned_loss=7.21, over 2391265.97 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06435, over 18159.31 utterances.], batch size: 54, lr: 2.98e-03
2022-08-20 01:02:23,809 INFO [train.py:927] (3/8) Epoch 1, batch 800, giga_loss[loss=0.2923, simple_loss=0.5846, pruned_loss=7.362, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02894, over 45.00 utterances.], tot_loss[loss=0.3519, simple_loss=0.7037, pruned_loss=7.223, over 2428367.83 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06456, over 17743.25 utterances.], libri_tot_loss[loss=0.5452, simple_loss=1.09, pruned_loss=7.209, over 765000.01 frames. utt_duration=1293 frames, utt_pad_proportion=0.05386, over 2368.72 utterances.], giga_tot_loss[loss=0.3458, simple_loss=0.6917, pruned_loss=7.236, over 2408887.18 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06509, over 18509.39 utterances.], batch size: 45, lr: 2.98e-03
2022-08-20 01:04:04,066 INFO [train.py:927] (3/8) Epoch 1, batch 850, giga_loss[loss=0.2575, simple_loss=0.5149, pruned_loss=7.414, over 12477.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04084, over 31.00 utterances.], tot_loss[loss=0.3387, simple_loss=0.6773, pruned_loss=7.248, over 2437935.01 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06363, over 17218.06 utterances.], libri_tot_loss[loss=0.541, simple_loss=1.082, pruned_loss=7.196, over 781864.07 frames. utt_duration=1300 frames, utt_pad_proportion=0.05261, over 2408.93 utterances.], giga_tot_loss[loss=0.3333, simple_loss=0.6666, pruned_loss=7.262, over 2422420.64 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06426, over 17915.55 utterances.], batch size: 31, lr: 2.98e-03
2022-08-20 01:05:44,906 INFO [train.py:927] (3/8) Epoch 1, batch 900, giga_loss[loss=0.2575, simple_loss=0.515, pruned_loss=7.326, over 12305.00 frames. utt_duration=850.2 frames, utt_pad_proportion=0.03611, over 58.00 utterances.], tot_loss[loss=0.3299, simple_loss=0.6598, pruned_loss=7.252, over 2444927.50 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06132, over 17152.58 utterances.], libri_tot_loss[loss=0.5291, simple_loss=1.058, pruned_loss=7.155, over 831505.70 frames. utt_duration=1317 frames, utt_pad_proportion=0.04917, over 2528.25 utterances.], giga_tot_loss[loss=0.3238, simple_loss=0.6476, pruned_loss=7.276, over 2432041.37 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06241, over 17982.47 utterances.], batch size: 58, lr: 2.98e-03
2022-08-20 01:07:26,118 INFO [train.py:927] (3/8) Epoch 1, batch 950, giga_loss[loss=0.2597, simple_loss=0.5195, pruned_loss=7.371, over 12441.00 frames. utt_duration=859.2 frames, utt_pad_proportion=0.02588, over 58.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.6414, pruned_loss=7.264, over 2451091.51 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06286, over 17325.96 utterances.], libri_tot_loss[loss=0.5269, simple_loss=1.054, pruned_loss=7.145, over 848069.14 frames. utt_duration=1320 frames, utt_pad_proportion=0.04801, over 2571.87 utterances.], giga_tot_loss[loss=0.3147, simple_loss=0.6295, pruned_loss=7.287, over 2440574.42 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06383, over 18066.28 utterances.], batch size: 58, lr: 2.97e-03
2022-08-20 01:09:05,635 INFO [train.py:927] (3/8) Epoch 1, batch 1000, giga_loss[loss=0.2563, simple_loss=0.5126, pruned_loss=7.31, over 12447.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03113, over 80.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.6276, pruned_loss=7.262, over 2455037.09 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06153, over 16987.56 utterances.], libri_tot_loss[loss=0.5199, simple_loss=1.04, pruned_loss=7.12, over 896042.28 frames. utt_duration=1313 frames, utt_pad_proportion=0.04728, over 2732.85 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.6114, pruned_loss=7.292, over 2446191.37 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06266, over 17830.47 utterances.], batch size: 80, lr: 2.97e-03
2022-08-20 01:10:43,957 INFO [train.py:927] (3/8) Epoch 1, batch 1050, libri_loss[loss=0.3455, simple_loss=0.691, pruned_loss=6.552, over 12447.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01074, over 29.00 utterances.], tot_loss[loss=0.3048, simple_loss=0.6097, pruned_loss=7.255, over 2459272.97 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06049, over 16774.04 utterances.], libri_tot_loss[loss=0.4985, simple_loss=0.997, pruned_loss=7.074, over 958248.47 frames. utt_duration=1336 frames, utt_pad_proportion=0.04405, over 2872.20 utterances.], giga_tot_loss[loss=0.2982, simple_loss=0.5964, pruned_loss=7.301, over 2451317.42 frames. utt_duration=551 frames, utt_pad_proportion=0.06213, over 17844.38 utterances.], batch size: 29, lr: 2.97e-03
2022-08-20 01:12:26,466 INFO [train.py:927] (3/8) Epoch 1, batch 1100, giga_loss[loss=0.2556, simple_loss=0.5111, pruned_loss=7.273, over 12417.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06816, over 212.00 utterances.], tot_loss[loss=0.2954, simple_loss=0.5908, pruned_loss=7.251, over 2462172.63 frames. utt_duration=576.6 frames, utt_pad_proportion=0.065, over 17125.14 utterances.], libri_tot_loss[loss=0.4763, simple_loss=0.9526, pruned_loss=7.037, over 1024685.10 frames. utt_duration=1336 frames, utt_pad_proportion=0.04374, over 3072.04 utterances.], giga_tot_loss[loss=0.2905, simple_loss=0.5809, pruned_loss=7.309, over 2455532.02 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06647, over 18396.20 utterances.], batch size: 212, lr: 2.96e-03
2022-08-20 01:14:07,682 INFO [train.py:927] (3/8) Epoch 1, batch 1150, libri_loss[loss=0.3241, simple_loss=0.6483, pruned_loss=6.904, over 12421.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.023, over 43.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.5685, pruned_loss=7.249, over 2464515.38 frames. utt_duration=553.6 frames, utt_pad_proportion=0.07028, over 17856.73 utterances.], libri_tot_loss[loss=0.4675, simple_loss=0.935, pruned_loss=7.023, over 1060112.84 frames. utt_duration=1336 frames, utt_pad_proportion=0.04229, over 3178.17 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.5588, pruned_loss=7.307, over 2459411.70 frames. utt_duration=516 frames, utt_pad_proportion=0.07157, over 19119.33 utterances.], batch size: 43, lr: 2.96e-03
2022-08-20 01:15:46,860 INFO [train.py:927] (3/8) Epoch 1, batch 1200, libri_loss[loss=0.3062, simple_loss=0.6125, pruned_loss=6.842, over 12357.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01548, over 41.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.5533, pruned_loss=7.242, over 2466581.42 frames. utt_duration=532.3 frames, utt_pad_proportion=0.07262, over 18586.03 utterances.], libri_tot_loss[loss=0.4538, simple_loss=0.9075, pruned_loss=7.002, over 1115834.52 frames. utt_duration=1303 frames, utt_pad_proportion=0.05129, over 3430.21 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.5431, pruned_loss=7.306, over 2462017.11 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07246, over 19925.05 utterances.], batch size: 41, lr: 2.96e-03
2022-08-20 01:17:27,574 INFO [train.py:927] (3/8) Epoch 1, batch 1250, giga_loss[loss=0.2274, simple_loss=0.4548, pruned_loss=7.365, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.537, pruned_loss=7.258, over 2468469.07 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0682, over 18145.61 utterances.], libri_tot_loss[loss=0.4458, simple_loss=0.8917, pruned_loss=6.989, over 1142777.86 frames. utt_duration=1283 frames, utt_pad_proportion=0.05878, over 3565.96 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.5289, pruned_loss=7.32, over 2464749.37 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06716, over 19365.33 utterances.], batch size: 58, lr: 2.95e-03
2022-08-20 01:19:09,165 INFO [train.py:927] (3/8) Epoch 1, batch 1300, giga_loss[loss=0.2136, simple_loss=0.4273, pruned_loss=7.269, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0274, over 45.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.5196, pruned_loss=7.263, over 2469103.06 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06921, over 17666.91 utterances.], libri_tot_loss[loss=0.4408, simple_loss=0.8815, pruned_loss=6.981, over 1162427.08 frames. utt_duration=1258 frames, utt_pad_proportion=0.06694, over 3700.78 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.5127, pruned_loss=7.319, over 2466292.30 frames. utt_duration=529 frames, utt_pad_proportion=0.0669, over 18700.51 utterances.], batch size: 45, lr: 2.95e-03
2022-08-20 01:20:49,432 INFO [train.py:927] (3/8) Epoch 1, batch 1350, giga_loss[loss=0.2112, simple_loss=0.4224, pruned_loss=7.37, over 12385.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0265, over 91.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.5034, pruned_loss=7.273, over 2469968.13 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06316, over 17074.72 utterances.], libri_tot_loss[loss=0.4394, simple_loss=0.8788, pruned_loss=6.974, over 1175252.42 frames. utt_duration=1262 frames, utt_pad_proportion=0.06587, over 3728.70 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.4959, pruned_loss=7.323, over 2467946.58 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06175, over 17982.22 utterances.], batch size: 91, lr: 2.95e-03
2022-08-20 01:22:30,947 INFO [train.py:927] (3/8) Epoch 1, batch 1400, giga_loss[loss=0.2173, simple_loss=0.4347, pruned_loss=7.347, over 12426.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.03569, over 26.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.5032, pruned_loss=7.277, over 2468814.79 frames. utt_duration=614.8 frames, utt_pad_proportion=0.05869, over 16101.81 utterances.], libri_tot_loss[loss=0.4419, simple_loss=0.8838, pruned_loss=6.965, over 1206944.80 frames. utt_duration=1271 frames, utt_pad_proportion=0.06344, over 3802.77 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.4861, pruned_loss=7.327, over 2467513.88 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05817, over 17050.23 utterances.], batch size: 26, lr: 2.94e-03
2022-08-20 01:24:09,750 INFO [train.py:927] (3/8) Epoch 1, batch 1450, giga_loss[loss=0.1865, simple_loss=0.373, pruned_loss=7.354, over 12482.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03326, over 40.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.4952, pruned_loss=7.275, over 2469977.89 frames. utt_duration=610.5 frames, utt_pad_proportion=0.06352, over 16221.84 utterances.], libri_tot_loss[loss=0.4346, simple_loss=0.8691, pruned_loss=6.956, over 1250509.64 frames. utt_duration=1255 frames, utt_pad_proportion=0.06764, over 3990.60 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.4765, pruned_loss=7.329, over 2468918.07 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06205, over 17208.19 utterances.], batch size: 40, lr: 2.94e-03
2022-08-20 01:25:52,062 INFO [train.py:927] (3/8) Epoch 1, batch 1500, giga_loss[loss=0.1976, simple_loss=0.3953, pruned_loss=7.38, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04495, over 34.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.4795, pruned_loss=7.281, over 2471239.20 frames. utt_duration=635.5 frames, utt_pad_proportion=0.05875, over 15591.45 utterances.], libri_tot_loss[loss=0.425, simple_loss=0.85, pruned_loss=6.947, over 1286998.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.06531, over 4095.23 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.4632, pruned_loss=7.338, over 2470082.12 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05825, over 16609.95 utterances.], batch size: 34, lr: 2.94e-03
2022-08-20 01:27:34,512 INFO [train.py:927] (3/8) Epoch 1, batch 1550, giga_loss[loss=0.2027, simple_loss=0.4054, pruned_loss=7.417, over 12326.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.4735, pruned_loss=7.284, over 2472256.18 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05563, over 15542.41 utterances.], libri_tot_loss[loss=0.419, simple_loss=0.8381, pruned_loss=6.939, over 1310563.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.06349, over 4142.93 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.4595, pruned_loss=7.339, over 2471314.61 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05575, over 16513.16 utterances.], batch size: 58, lr: 2.93e-03
2022-08-20 01:29:15,118 INFO [train.py:927] (3/8) Epoch 1, batch 1600, giga_loss[loss=0.2987, simple_loss=0.5974, pruned_loss=7.254, over 12368.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1087, over 259.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.4787, pruned_loss=7.287, over 2472805.57 frames. utt_duration=596 frames, utt_pad_proportion=0.06268, over 16637.23 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.8287, pruned_loss=6.931, over 1333674.87 frames. utt_duration=1265 frames, utt_pad_proportion=0.06231, over 4221.43 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.4658, pruned_loss=7.34, over 2472011.39 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06259, over 17536.59 utterances.], batch size: 259, lr: 2.93e-03
2022-08-20 01:30:57,706 INFO [train.py:927] (3/8) Epoch 1, batch 1650, giga_loss[loss=0.27, simple_loss=0.5399, pruned_loss=7.37, over 12431.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.5036, pruned_loss=7.291, over 2473286.33 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06154, over 16747.60 utterances.], libri_tot_loss[loss=0.4232, simple_loss=0.8464, pruned_loss=6.927, over 1361591.17 frames. utt_duration=1271 frames, utt_pad_proportion=0.06008, over 4289.27 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.4759, pruned_loss=7.343, over 2472896.47 frames. utt_duration=561 frames, utt_pad_proportion=0.06198, over 17679.61 utterances.], batch size: 75, lr: 2.92e-03
2022-08-20 01:32:39,132 INFO [train.py:927] (3/8) Epoch 1, batch 1700, giga_loss[loss=0.2611, simple_loss=0.5222, pruned_loss=7.42, over 12349.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.5072, pruned_loss=7.303, over 2473336.70 frames. utt_duration=560 frames, utt_pad_proportion=0.06921, over 17713.11 utterances.], libri_tot_loss[loss=0.4176, simple_loss=0.8352, pruned_loss=6.917, over 1383699.48 frames. utt_duration=1266 frames, utt_pad_proportion=0.06049, over 4378.59 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.4848, pruned_loss=7.356, over 2472996.53 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06917, over 18604.61 utterances.], batch size: 97, lr: 2.92e-03
2022-08-20 01:34:20,189 INFO [train.py:927] (3/8) Epoch 1, batch 1750, giga_loss[loss=0.2138, simple_loss=0.4277, pruned_loss=7.351, over 12310.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02917, over 74.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.5028, pruned_loss=7.296, over 2473627.77 frames. utt_duration=523.5 frames, utt_pad_proportion=0.07293, over 18954.05 utterances.], libri_tot_loss[loss=0.4125, simple_loss=0.8249, pruned_loss=6.912, over 1405433.93 frames. utt_duration=1257 frames, utt_pad_proportion=0.0607, over 4476.49 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.4843, pruned_loss=7.348, over 2473272.11 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07286, over 19842.86 utterances.], batch size: 74, lr: 2.91e-03
2022-08-20 01:36:02,355 INFO [train.py:927] (3/8) Epoch 1, batch 1800, giga_loss[loss=0.2095, simple_loss=0.419, pruned_loss=7.374, over 12281.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03918, over 51.00 utterances.], tot_loss[loss=0.247, simple_loss=0.494, pruned_loss=7.313, over 2474068.37 frames. utt_duration=516.1 frames, utt_pad_proportion=0.07408, over 19229.19 utterances.], libri_tot_loss[loss=0.4125, simple_loss=0.8249, pruned_loss=6.912, over 1405433.93 frames. utt_duration=1257 frames, utt_pad_proportion=0.0607, over 4476.49 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.4796, pruned_loss=7.353, over 2473791.55 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07398, over 19920.96 utterances.], batch size: 51, lr: 2.91e-03
2022-08-20 01:37:44,988 INFO [train.py:927] (3/8) Epoch 1, batch 1850, giga_loss[loss=0.2713, simple_loss=0.5427, pruned_loss=7.402, over 12405.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07321, over 212.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.4968, pruned_loss=7.317, over 2474043.28 frames. utt_duration=517.2 frames, utt_pad_proportion=0.07297, over 19190.64 utterances.], libri_tot_loss[loss=0.4098, simple_loss=0.8197, pruned_loss=6.905, over 1426639.42 frames. utt_duration=1264 frames, utt_pad_proportion=0.0594, over 4518.77 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.4822, pruned_loss=7.359, over 2473810.74 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07327, over 19952.64 utterances.], batch size: 212, lr: 2.91e-03
2022-08-20 01:39:26,184 INFO [train.py:927] (3/8) Epoch 1, batch 1900, giga_loss[loss=0.2009, simple_loss=0.4019, pruned_loss=7.381, over 12429.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04271, over 26.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.4966, pruned_loss=7.319, over 2473687.07 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06993, over 17793.01 utterances.], libri_tot_loss[loss=0.4095, simple_loss=0.819, pruned_loss=6.901, over 1442254.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05858, over 4547.81 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.4812, pruned_loss=7.36, over 2473522.84 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07053, over 18556.22 utterances.], batch size: 26, lr: 2.90e-03
2022-08-20 01:41:06,690 INFO [train.py:927] (3/8) Epoch 1, batch 1950, giga_loss[loss=0.2331, simple_loss=0.4661, pruned_loss=7.439, over 12321.00 frames. utt_duration=748 frames, utt_pad_proportion=0.03103, over 66.00 utterances.], tot_loss[loss=0.249, simple_loss=0.498, pruned_loss=7.314, over 2473231.09 frames. utt_duration=547.4 frames, utt_pad_proportion=0.07033, over 18121.70 utterances.], libri_tot_loss[loss=0.4016, simple_loss=0.8031, pruned_loss=6.89, over 1487318.14 frames. utt_duration=1271 frames, utt_pad_proportion=0.05746, over 4687.49 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.4815, pruned_loss=7.371, over 2473501.84 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07127, over 19166.44 utterances.], batch size: 66, lr: 2.90e-03
2022-08-20 01:42:50,418 INFO [train.py:927] (3/8) Epoch 1, batch 2000, giga_loss[loss=0.2325, simple_loss=0.465, pruned_loss=7.459, over 12417.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.03778, over 26.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.4923, pruned_loss=7.321, over 2473317.74 frames. utt_duration=553.1 frames, utt_pad_proportion=0.07078, over 17935.49 utterances.], libri_tot_loss[loss=0.3941, simple_loss=0.7881, pruned_loss=6.884, over 1516321.35 frames. utt_duration=1280 frames, utt_pad_proportion=0.05543, over 4743.30 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.4791, pruned_loss=7.381, over 2473727.42 frames. utt_duration=519.9 frames, utt_pad_proportion=0.0721, over 19085.83 utterances.], batch size: 26, lr: 2.89e-03
2022-08-20 01:44:37,831 INFO [train.py:927] (3/8) Epoch 1, batch 2050, giga_loss[loss=0.2281, simple_loss=0.4563, pruned_loss=7.394, over 12445.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03306, over 86.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.4869, pruned_loss=7.332, over 2472832.37 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06826, over 17510.99 utterances.], libri_tot_loss[loss=0.3918, simple_loss=0.7837, pruned_loss=6.882, over 1525880.39 frames. utt_duration=1280 frames, utt_pad_proportion=0.05475, over 4774.80 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.4763, pruned_loss=7.384, over 2473136.54 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06968, over 18502.99 utterances.], batch size: 86, lr: 2.89e-03
2022-08-20 01:46:20,429 INFO [train.py:927] (3/8) Epoch 1, batch 2100, giga_loss[loss=0.2142, simple_loss=0.4283, pruned_loss=7.455, over 12370.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02859, over 70.00 utterances.], tot_loss[loss=0.243, simple_loss=0.4861, pruned_loss=7.343, over 2472236.57 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06507, over 17435.50 utterances.], libri_tot_loss[loss=0.3937, simple_loss=0.7874, pruned_loss=6.88, over 1535313.10 frames. utt_duration=1285 frames, utt_pad_proportion=0.05438, over 4785.04 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.4734, pruned_loss=7.388, over 2472483.33 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06646, over 18310.59 utterances.], batch size: 70, lr: 2.88e-03
2022-08-20 01:48:00,840 INFO [train.py:927] (3/8) Epoch 1, batch 2150, libri_loss[loss=0.2314, simple_loss=0.4627, pruned_loss=6.74, over 12450.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006696, over 32.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.4856, pruned_loss=7.324, over 2472589.40 frames. utt_duration=604.5 frames, utt_pad_proportion=0.06246, over 16400.98 utterances.], libri_tot_loss[loss=0.3903, simple_loss=0.7805, pruned_loss=6.873, over 1572162.89 frames. utt_duration=1278 frames, utt_pad_proportion=0.05827, over 4927.52 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.469, pruned_loss=7.381, over 2472753.24 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06301, over 17415.63 utterances.], batch size: 32, lr: 2.88e-03
2022-08-20 01:49:40,224 INFO [train.py:927] (3/8) Epoch 1, batch 2200, giga_loss[loss=0.2467, simple_loss=0.4933, pruned_loss=7.447, over 12358.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02941, over 70.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.4803, pruned_loss=7.316, over 2471592.61 frames. utt_duration=638.4 frames, utt_pad_proportion=0.05898, over 15522.55 utterances.], libri_tot_loss[loss=0.3807, simple_loss=0.7614, pruned_loss=6.869, over 1611907.25 frames. utt_duration=1265 frames, utt_pad_proportion=0.06272, over 5103.84 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.4663, pruned_loss=7.382, over 2471693.18 frames. utt_duration=596 frames, utt_pad_proportion=0.05862, over 16630.78 utterances.], batch size: 70, lr: 2.87e-03
2022-08-20 01:51:17,919 INFO [train.py:927] (3/8) Epoch 1, batch 2250, giga_loss[loss=0.2092, simple_loss=0.4184, pruned_loss=7.287, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02895, over 45.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.4756, pruned_loss=7.31, over 2471545.77 frames. utt_duration=642.9 frames, utt_pad_proportion=0.05798, over 15413.76 utterances.], libri_tot_loss[loss=0.3731, simple_loss=0.7462, pruned_loss=6.864, over 1645533.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.05992, over 5169.40 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.4633, pruned_loss=7.383, over 2471774.42 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05851, over 16627.40 utterances.], batch size: 45, lr: 2.86e-03
2022-08-20 01:53:03,058 INFO [train.py:927] (3/8) Epoch 1, batch 2300, giga_loss[loss=0.2206, simple_loss=0.4411, pruned_loss=7.419, over 12408.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03747, over 37.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.4702, pruned_loss=7.319, over 2471853.36 frames. utt_duration=638.4 frames, utt_pad_proportion=0.05777, over 15524.80 utterances.], libri_tot_loss[loss=0.3721, simple_loss=0.7443, pruned_loss=6.864, over 1649708.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.05956, over 5177.56 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.4606, pruned_loss=7.378, over 2471996.60 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05829, over 16508.05 utterances.], batch size: 37, lr: 2.86e-03
2022-08-20 01:54:42,339 INFO [train.py:927] (3/8) Epoch 1, batch 2350, giga_loss[loss=0.2702, simple_loss=0.5404, pruned_loss=7.425, over 12392.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05883, over 182.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.4702, pruned_loss=7.305, over 2471186.81 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05949, over 15682.38 utterances.], libri_tot_loss[loss=0.3713, simple_loss=0.7425, pruned_loss=6.862, over 1669692.80 frames. utt_duration=1268 frames, utt_pad_proportion=0.06014, over 5273.68 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.4576, pruned_loss=7.362, over 2471631.83 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05965, over 16616.30 utterances.], batch size: 182, lr: 2.85e-03
2022-08-20 01:56:23,512 INFO [train.py:927] (3/8) Epoch 1, batch 2400, giga_loss[loss=0.2132, simple_loss=0.4265, pruned_loss=7.286, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03199, over 51.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.4659, pruned_loss=7.3, over 2471379.95 frames. utt_duration=627.7 frames, utt_pad_proportion=0.06251, over 15785.55 utterances.], libri_tot_loss[loss=0.3699, simple_loss=0.7397, pruned_loss=6.86, over 1677680.44 frames. utt_duration=1272 frames, utt_pad_proportion=0.05956, over 5280.91 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.4552, pruned_loss=7.351, over 2471740.93 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06268, over 16608.97 utterances.], batch size: 51, lr: 2.85e-03
2022-08-20 01:58:06,810 INFO [train.py:927] (3/8) Epoch 1, batch 2450, giga_loss[loss=0.2121, simple_loss=0.4242, pruned_loss=7.436, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02983, over 45.00 utterances.], tot_loss[loss=0.232, simple_loss=0.4639, pruned_loss=7.299, over 2472133.58 frames. utt_duration=630.3 frames, utt_pad_proportion=0.06078, over 15725.95 utterances.], libri_tot_loss[loss=0.3673, simple_loss=0.7347, pruned_loss=6.859, over 1697241.27 frames. utt_duration=1278 frames, utt_pad_proportion=0.05789, over 5316.52 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.4523, pruned_loss=7.35, over 2472519.04 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06146, over 16584.56 utterances.], batch size: 45, lr: 2.84e-03
2022-08-20 01:59:45,617 INFO [train.py:927] (3/8) Epoch 1, batch 2500, giga_loss[loss=0.2019, simple_loss=0.4038, pruned_loss=7.377, over 12315.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02901, over 74.00 utterances.], tot_loss[loss=0.231, simple_loss=0.4619, pruned_loss=7.307, over 2472344.52 frames. utt_duration=637 frames, utt_pad_proportion=0.05922, over 15562.14 utterances.], libri_tot_loss[loss=0.3691, simple_loss=0.7383, pruned_loss=6.856, over 1708454.43 frames. utt_duration=1282 frames, utt_pad_proportion=0.05692, over 5335.69 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.4474, pruned_loss=7.355, over 2472970.33 frames. utt_duration=606.1 frames, utt_pad_proportion=0.06013, over 16359.64 utterances.], batch size: 74, lr: 2.84e-03
2022-08-20 02:01:28,162 INFO [train.py:927] (3/8) Epoch 1, batch 2550, giga_loss[loss=0.2175, simple_loss=0.4351, pruned_loss=7.281, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03748, over 37.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.4571, pruned_loss=7.302, over 2472503.53 frames. utt_duration=613.7 frames, utt_pad_proportion=0.0616, over 16153.82 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.7268, pruned_loss=6.854, over 1730632.56 frames. utt_duration=1288 frames, utt_pad_proportion=0.05515, over 5381.97 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.4452, pruned_loss=7.354, over 2473412.44 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06279, over 17044.52 utterances.], batch size: 37, lr: 2.83e-03
2022-08-20 02:03:07,858 INFO [train.py:927] (3/8) Epoch 1, batch 2600, giga_loss[loss=0.2121, simple_loss=0.4241, pruned_loss=7.359, over 12150.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03363, over 30.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.4543, pruned_loss=7.299, over 2472330.06 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06087, over 16473.70 utterances.], libri_tot_loss[loss=0.3589, simple_loss=0.7179, pruned_loss=6.851, over 1748730.32 frames. utt_duration=1294 frames, utt_pad_proportion=0.05391, over 5410.98 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.4445, pruned_loss=7.353, over 2473322.91 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06221, over 17406.60 utterances.], batch size: 30, lr: 2.83e-03
2022-08-20 02:04:47,710 INFO [train.py:927] (3/8) Epoch 1, batch 2650, giga_loss[loss=0.2265, simple_loss=0.4531, pruned_loss=7.139, over 12207.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.02923, over 36.00 utterances.], tot_loss[loss=0.234, simple_loss=0.4679, pruned_loss=7.285, over 2471864.18 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05947, over 16450.00 utterances.], libri_tot_loss[loss=0.3631, simple_loss=0.7263, pruned_loss=6.85, over 1773045.62 frames. utt_duration=1303 frames, utt_pad_proportion=0.05206, over 5449.02 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.4455, pruned_loss=7.344, over 2473270.98 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06124, over 17534.51 utterances.], batch size: 36, lr: 2.82e-03
2022-08-20 02:06:28,222 INFO [train.py:927] (3/8) Epoch 1, batch 2700, giga_loss[loss=0.2055, simple_loss=0.411, pruned_loss=7.399, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.4638, pruned_loss=7.284, over 2471530.77 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06362, over 16831.88 utterances.], libri_tot_loss[loss=0.3584, simple_loss=0.7168, pruned_loss=6.848, over 1793497.09 frames. utt_duration=1307 frames, utt_pad_proportion=0.05052, over 5494.81 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.4452, pruned_loss=7.344, over 2472910.17 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06539, over 17975.86 utterances.], batch size: 70, lr: 2.81e-03
2022-08-20 02:08:06,171 INFO [train.py:927] (3/8) Epoch 1, batch 2750, giga_loss[loss=0.2623, simple_loss=0.5246, pruned_loss=7.268, over 12373.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.4587, pruned_loss=7.291, over 2471323.02 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05981, over 16542.33 utterances.], libri_tot_loss[loss=0.3544, simple_loss=0.7088, pruned_loss=6.846, over 1810434.02 frames. utt_duration=1309 frames, utt_pad_proportion=0.04933, over 5537.90 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.4434, pruned_loss=7.35, over 2472276.98 frames. utt_duration=561.3 frames, utt_pad_proportion=0.0619, over 17666.20 utterances.], batch size: 258, lr: 2.81e-03
2022-08-20 02:09:46,118 INFO [train.py:927] (3/8) Epoch 1, batch 2800, giga_loss[loss=0.2106, simple_loss=0.4212, pruned_loss=7.382, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03254, over 42.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.4577, pruned_loss=7.304, over 2472199.81 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05747, over 16687.50 utterances.], libri_tot_loss[loss=0.3489, simple_loss=0.6978, pruned_loss=6.844, over 1833486.97 frames. utt_duration=1310 frames, utt_pad_proportion=0.0478, over 5603.77 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.4449, pruned_loss=7.367, over 2472750.98 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05981, over 17876.44 utterances.], batch size: 42, lr: 2.80e-03
2022-08-20 02:11:25,861 INFO [train.py:927] (3/8) Epoch 1, batch 2850, giga_loss[loss=0.2409, simple_loss=0.4818, pruned_loss=7.479, over 12366.00 frames. utt_duration=376.3 frames, utt_pad_proportion=0.03504, over 132.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.4615, pruned_loss=7.318, over 2473091.03 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05626, over 16707.26 utterances.], libri_tot_loss[loss=0.3467, simple_loss=0.6933, pruned_loss=6.84, over 1855518.22 frames. utt_duration=1298 frames, utt_pad_proportion=0.05234, over 5724.34 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.4465, pruned_loss=7.387, over 2473518.25 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05694, over 17905.32 utterances.], batch size: 132, lr: 2.80e-03
2022-08-20 02:13:01,888 INFO [train.py:927] (3/8) Epoch 1, batch 2900, giga_loss[loss=0.2674, simple_loss=0.5349, pruned_loss=7.416, over 12364.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07107, over 211.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.459, pruned_loss=7.334, over 2472847.44 frames. utt_duration=599.9 frames, utt_pad_proportion=0.05377, over 16530.20 utterances.], libri_tot_loss[loss=0.3437, simple_loss=0.6875, pruned_loss=6.837, over 1870713.82 frames. utt_duration=1304 frames, utt_pad_proportion=0.05109, over 5743.10 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.4458, pruned_loss=7.401, over 2473277.38 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05485, over 17706.36 utterances.], batch size: 211, lr: 2.79e-03
2022-08-20 02:14:42,402 INFO [train.py:927] (3/8) Epoch 1, batch 2950, giga_loss[loss=0.2752, simple_loss=0.5505, pruned_loss=7.259, over 12369.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04214, over 133.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.455, pruned_loss=7.34, over 2473067.08 frames. utt_duration=576.1 frames, utt_pad_proportion=0.05657, over 17216.56 utterances.], libri_tot_loss[loss=0.3411, simple_loss=0.6821, pruned_loss=6.837, over 1882664.31 frames. utt_duration=1306 frames, utt_pad_proportion=0.05005, over 5773.06 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.4441, pruned_loss=7.402, over 2473411.98 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05761, over 18324.70 utterances.], batch size: 133, lr: 2.78e-03
2022-08-20 02:16:24,862 INFO [train.py:927] (3/8) Epoch 1, batch 3000, giga_loss[loss=7.724, simple_loss=0.4408, pruned_loss=7.504, over 12375.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0316, over 104.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.4466, pruned_loss=7.341, over 2473020.75 frames. utt_duration=576.1 frames, utt_pad_proportion=0.05445, over 17214.37 utterances.], libri_tot_loss[loss=0.3381, simple_loss=0.6763, pruned_loss=6.836, over 1894204.31 frames. utt_duration=1306 frames, utt_pad_proportion=0.0492, over 5806.24 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.4377, pruned_loss=7.4, over 2473477.69 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05568, over 18275.30 utterances.], batch size: 104, lr: 2.78e-03
2022-08-20 02:16:24,863 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 02:16:37,468 INFO [train.py:967] (3/8) 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 02:18:14,430 INFO [train.py:927] (3/8) Epoch 1, batch 3050, giga_loss[loss=0.3347, simple_loss=0.4485, pruned_loss=1.104, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04561, over 34.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.4605, pruned_loss=6.09, over 2473428.96 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05695, over 17539.45 utterances.], libri_tot_loss[loss=0.3481, simple_loss=0.673, pruned_loss=6.648, over 1913724.00 frames. utt_duration=1311 frames, utt_pad_proportion=0.04761, over 5847.24 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.4489, pruned_loss=6.268, over 2474219.86 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05838, over 18732.56 utterances.], batch size: 34, lr: 2.77e-03
2022-08-20 02:19:49,655 INFO [train.py:927] (3/8) Epoch 1, batch 3100, giga_loss[loss=0.3484, simple_loss=0.5264, pruned_loss=0.8522, over 12371.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05999, over 182.00 utterances.], tot_loss[loss=0.3062, simple_loss=0.4644, pruned_loss=4.958, over 2473999.40 frames. utt_duration=546.7 frames, utt_pad_proportion=0.0569, over 18151.76 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.6722, pruned_loss=6.51, over 1924553.01 frames. utt_duration=1315 frames, utt_pad_proportion=0.04668, over 5862.22 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.4522, pruned_loss=5.176, over 2474873.17 frames. utt_duration=514.9 frames, utt_pad_proportion=0.0583, over 19284.30 utterances.], batch size: 182, lr: 2.77e-03
2022-08-20 02:21:27,168 INFO [train.py:927] (3/8) Epoch 1, batch 3150, giga_loss[loss=0.327, simple_loss=0.5376, pruned_loss=0.5823, over 12355.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1813, over 359.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.4601, pruned_loss=3.999, over 2473898.42 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05734, over 18533.43 utterances.], libri_tot_loss[loss=0.3509, simple_loss=0.6674, pruned_loss=6.338, over 1937924.84 frames. utt_duration=1318 frames, utt_pad_proportion=0.04551, over 5887.43 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.449, pruned_loss=4.249, over 2474823.55 frames. utt_duration=504.1 frames, utt_pad_proportion=0.05879, over 19698.19 utterances.], batch size: 359, lr: 2.76e-03
2022-08-20 02:23:01,952 INFO [train.py:927] (3/8) Epoch 1, batch 3200, giga_loss[loss=0.226, simple_loss=0.3861, pruned_loss=0.3295, over 12206.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03278, over 39.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.4507, pruned_loss=3.206, over 2474182.32 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05773, over 18341.57 utterances.], libri_tot_loss[loss=0.3505, simple_loss=0.6647, pruned_loss=6.269, over 1943310.73 frames. utt_duration=1319 frames, utt_pad_proportion=0.0451, over 5901.55 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.442, pruned_loss=3.427, over 2474876.79 frames. utt_duration=512.9 frames, utt_pad_proportion=0.05901, over 19356.73 utterances.], batch size: 39, lr: 2.75e-03
2022-08-20 02:24:41,241 INFO [train.py:927] (3/8) Epoch 1, batch 3250, giga_loss[loss=0.2249, simple_loss=0.3908, pruned_loss=0.2949, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03559, over 40.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.4438, pruned_loss=2.58, over 2474056.85 frames. utt_duration=540 frames, utt_pad_proportion=0.06241, over 18378.85 utterances.], libri_tot_loss[loss=0.3505, simple_loss=0.6608, pruned_loss=6.138, over 1953293.59 frames. utt_duration=1325 frames, utt_pad_proportion=0.04435, over 5904.51 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.4359, pruned_loss=2.789, over 2475080.90 frames. utt_duration=512 frames, utt_pad_proportion=0.06345, over 19392.56 utterances.], batch size: 40, lr: 2.75e-03
2022-08-20 02:26:20,342 INFO [train.py:927] (3/8) Epoch 1, batch 3300, giga_loss[loss=0.2719, simple_loss=0.4728, pruned_loss=0.3552, over 12352.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1998, over 367.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.4388, pruned_loss=2.085, over 2473787.02 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06118, over 17818.43 utterances.], libri_tot_loss[loss=0.3523, simple_loss=0.6595, pruned_loss=5.977, over 1966315.39 frames. utt_duration=1326 frames, utt_pad_proportion=0.04345, over 5939.60 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.4284, pruned_loss=2.282, over 2474469.82 frames. utt_duration=526 frames, utt_pad_proportion=0.06247, over 18871.12 utterances.], batch size: 367, lr: 2.74e-03
2022-08-20 02:27:58,684 INFO [train.py:927] (3/8) Epoch 1, batch 3350, giga_loss[loss=0.2584, simple_loss=0.4559, pruned_loss=0.3049, over 12337.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03374, over 58.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.436, pruned_loss=1.69, over 2473253.94 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05789, over 17194.30 utterances.], libri_tot_loss[loss=0.3507, simple_loss=0.6545, pruned_loss=5.844, over 1976109.42 frames. utt_duration=1328 frames, utt_pad_proportion=0.04288, over 5957.64 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.4274, pruned_loss=1.87, over 2474028.98 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05939, over 18217.49 utterances.], batch size: 58, lr: 2.73e-03
2022-08-20 02:29:36,021 INFO [train.py:927] (3/8) Epoch 1, batch 3400, giga_loss[loss=0.2607, simple_loss=0.4633, pruned_loss=0.2902, over 12346.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.4359, pruned_loss=1.381, over 2472995.68 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05698, over 17121.14 utterances.], libri_tot_loss[loss=0.3496, simple_loss=0.6511, pruned_loss=5.747, over 1983193.49 frames. utt_duration=1313 frames, utt_pad_proportion=0.04888, over 6048.83 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.4287, pruned_loss=1.535, over 2473903.99 frames. utt_duration=551.3 frames, utt_pad_proportion=0.0566, over 17998.56 utterances.], batch size: 97, lr: 2.73e-03
2022-08-20 02:31:15,166 INFO [train.py:927] (3/8) Epoch 1, batch 3450, giga_loss[loss=0.237, simple_loss=0.4238, pruned_loss=0.251, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.4397, pruned_loss=1.147, over 2473800.27 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05899, over 17065.35 utterances.], libri_tot_loss[loss=0.3475, simple_loss=0.6435, pruned_loss=5.496, over 2002449.49 frames. utt_duration=1296 frames, utt_pad_proportion=0.05331, over 6186.32 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.4319, pruned_loss=1.296, over 2474553.47 frames. utt_duration=550 frames, utt_pad_proportion=0.05754, over 18047.15 utterances.], batch size: 105, lr: 2.72e-03
2022-08-20 02:33:00,007 INFO [train.py:927] (3/8) Epoch 1, batch 3500, giga_loss[loss=0.264, simple_loss=0.4698, pruned_loss=0.2908, over 12338.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03366, over 97.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.4509, pruned_loss=0.9683, over 2474344.59 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05762, over 17446.22 utterances.], libri_tot_loss[loss=0.3455, simple_loss=0.6382, pruned_loss=5.312, over 2016604.54 frames. utt_duration=1301 frames, utt_pad_proportion=0.05184, over 6209.48 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.4433, pruned_loss=1.104, over 2474769.26 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05709, over 18513.28 utterances.], batch size: 97, lr: 2.72e-03
2022-08-20 02:34:41,261 INFO [train.py:927] (3/8) Epoch 1, batch 3550, giga_loss[loss=0.2675, simple_loss=0.4737, pruned_loss=0.3063, over 12344.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03368, over 104.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.4576, pruned_loss=0.8246, over 2474050.30 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06303, over 18181.51 utterances.], libri_tot_loss[loss=0.3434, simple_loss=0.6329, pruned_loss=5.166, over 2027604.84 frames. utt_duration=1304 frames, utt_pad_proportion=0.05117, over 6224.87 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.4513, pruned_loss=0.9435, over 2474691.97 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06257, over 19272.71 utterances.], batch size: 104, lr: 2.71e-03
2022-08-20 02:36:28,901 INFO [train.py:927] (3/8) Epoch 1, batch 3600, giga_loss[loss=0.2656, simple_loss=0.4735, pruned_loss=0.2882, over 12355.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.0332, over 62.00 utterances.], tot_loss[loss=0.272, simple_loss=0.4695, pruned_loss=0.7168, over 2474164.58 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06335, over 18519.70 utterances.], libri_tot_loss[loss=0.3461, simple_loss=0.6372, pruned_loss=5.142, over 2029926.81 frames. utt_duration=1305 frames, utt_pad_proportion=0.05092, over 6228.74 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.4608, pruned_loss=0.8078, over 2474588.31 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06309, over 19423.58 utterances.], batch size: 62, lr: 2.70e-03
2022-08-20 02:38:11,754 INFO [train.py:927] (3/8) Epoch 1, batch 3650, giga_loss[loss=0.3075, simple_loss=0.5418, pruned_loss=0.366, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05144, over 161.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.4783, pruned_loss=0.6337, over 2473859.12 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06318, over 19247.65 utterances.], libri_tot_loss[loss=0.3482, simple_loss=0.6397, pruned_loss=5.09, over 2034560.99 frames. utt_duration=1307 frames, utt_pad_proportion=0.05047, over 6231.47 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.468, pruned_loss=0.703, over 2474000.70 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06314, over 20069.18 utterances.], batch size: 161, lr: 2.70e-03
2022-08-20 02:39:58,590 INFO [train.py:927] (3/8) Epoch 1, batch 3700, giga_loss[loss=0.2511, simple_loss=0.4497, pruned_loss=0.262, over 12428.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04397, over 34.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.4833, pruned_loss=0.5704, over 2474630.47 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07075, over 20272.82 utterances.], libri_tot_loss[loss=0.3472, simple_loss=0.6365, pruned_loss=5.01, over 2040904.03 frames. utt_duration=1310 frames, utt_pad_proportion=0.0498, over 6237.01 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.4755, pruned_loss=0.6244, over 2474925.93 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07072, over 21106.24 utterances.], batch size: 34, lr: 2.69e-03
2022-08-20 02:41:45,128 INFO [train.py:927] (3/8) Epoch 1, batch 3750, giga_loss[loss=0.2613, simple_loss=0.4634, pruned_loss=0.2955, over 12402.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03511, over 75.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.4867, pruned_loss=0.5169, over 2474693.23 frames. utt_duration=488.1 frames, utt_pad_proportion=0.0722, over 20340.73 utterances.], libri_tot_loss[loss=0.3456, simple_loss=0.6325, pruned_loss=4.874, over 2051381.74 frames. utt_duration=1289 frames, utt_pad_proportion=0.05505, over 6372.92 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.4801, pruned_loss=0.5627, over 2475181.07 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0709, over 21193.85 utterances.], batch size: 75, lr: 2.68e-03
2022-08-20 02:43:26,973 INFO [train.py:927] (3/8) Epoch 1, batch 3800, giga_loss[loss=0.3025, simple_loss=0.5342, pruned_loss=0.3537, over 12380.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07532, over 213.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.4961, pruned_loss=0.4808, over 2474475.77 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07507, over 21376.63 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.6352, pruned_loss=4.744, over 2061487.41 frames. utt_duration=1295 frames, utt_pad_proportion=0.05389, over 6372.64 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.486, pruned_loss=0.5179, over 2475186.09 frames. utt_duration=444 frames, utt_pad_proportion=0.07443, over 22373.49 utterances.], batch size: 213, lr: 2.68e-03
2022-08-20 02:45:07,240 INFO [train.py:927] (3/8) Epoch 1, batch 3850, giga_loss[loss=0.2515, simple_loss=0.4534, pruned_loss=0.248, over 12375.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03497, over 80.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.4922, pruned_loss=0.4451, over 2474374.39 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07393, over 21374.73 utterances.], libri_tot_loss[loss=0.3464, simple_loss=0.6309, pruned_loss=4.649, over 2069579.67 frames. utt_duration=1297 frames, utt_pad_proportion=0.05321, over 6387.95 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.4849, pruned_loss=0.4697, over 2475055.79 frames. utt_duration=443 frames, utt_pad_proportion=0.07374, over 22424.66 utterances.], batch size: 80, lr: 2.67e-03
2022-08-20 02:46:49,193 INFO [train.py:927] (3/8) Epoch 1, batch 3900, giga_loss[loss=0.2771, simple_loss=0.4978, pruned_loss=0.2822, over 12468.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04211, over 34.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.4915, pruned_loss=0.4197, over 2475294.11 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07539, over 22269.32 utterances.], libri_tot_loss[loss=0.3457, simple_loss=0.6273, pruned_loss=4.557, over 2077553.29 frames. utt_duration=1284 frames, utt_pad_proportion=0.05742, over 6482.11 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.486, pruned_loss=0.4337, over 2475893.05 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07436, over 23287.58 utterances.], batch size: 34, lr: 2.66e-03
2022-08-20 02:48:33,061 INFO [train.py:927] (3/8) Epoch 1, batch 3950, giga_loss[loss=0.2418, simple_loss=0.4388, pruned_loss=0.2237, over 12398.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04008, over 133.00 utterances.], tot_loss[loss=0.28, simple_loss=0.4915, pruned_loss=0.4025, over 2475225.52 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07584, over 22780.21 utterances.], libri_tot_loss[loss=0.3474, simple_loss=0.627, pruned_loss=4.476, over 2085430.91 frames. utt_duration=1281 frames, utt_pad_proportion=0.05669, over 6518.26 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.4849, pruned_loss=0.402, over 2475719.15 frames. utt_duration=417 frames, utt_pad_proportion=0.07532, over 23829.07 utterances.], batch size: 133, lr: 2.66e-03
2022-08-20 02:50:15,156 INFO [train.py:927] (3/8) Epoch 1, batch 4000, giga_loss[loss=0.2203, simple_loss=0.4033, pruned_loss=0.1861, over 12392.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03257, over 80.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.4905, pruned_loss=0.3798, over 2475662.57 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07802, over 23099.68 utterances.], libri_tot_loss[loss=0.3467, simple_loss=0.6246, pruned_loss=4.29, over 2100490.75 frames. utt_duration=1289 frames, utt_pad_proportion=0.05484, over 6527.53 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.4824, pruned_loss=0.3773, over 2476273.09 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07817, over 24518.83 utterances.], batch size: 80, lr: 2.65e-03
2022-08-20 02:52:00,570 INFO [train.py:927] (3/8) Epoch 1, batch 4050, giga_loss[loss=0.2853, simple_loss=0.5086, pruned_loss=0.3104, over 12393.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04465, over 146.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.4871, pruned_loss=0.3584, over 2475152.50 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07603, over 22704.67 utterances.], libri_tot_loss[loss=0.3461, simple_loss=0.6232, pruned_loss=4.222, over 2105576.62 frames. utt_duration=1290 frames, utt_pad_proportion=0.05437, over 6534.52 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.4801, pruned_loss=0.3562, over 2476085.77 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07645, over 24033.65 utterances.], batch size: 146, lr: 2.64e-03
2022-08-20 02:53:54,247 INFO [train.py:927] (3/8) Epoch 1, batch 4100, libri_loss[loss=0.2831, simple_loss=0.4914, pruned_loss=0.3738, over 12410.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007849, over 30.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.4832, pruned_loss=0.3394, over 2474820.69 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07926, over 22557.10 utterances.], libri_tot_loss[loss=0.3445, simple_loss=0.6196, pruned_loss=4.069, over 2118180.83 frames. utt_duration=1297 frames, utt_pad_proportion=0.05268, over 6540.64 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.4758, pruned_loss=0.3358, over 2475706.88 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07999, over 24137.03 utterances.], batch size: 30, lr: 2.64e-03
2022-08-20 02:55:36,711 INFO [train.py:927] (3/8) Epoch 1, batch 4150, giga_loss[loss=0.255, simple_loss=0.4589, pruned_loss=0.2559, over 12331.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03096, over 48.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.489, pruned_loss=0.3262, over 2474949.44 frames. utt_duration=449 frames, utt_pad_proportion=0.07831, over 22117.83 utterances.], libri_tot_loss[loss=0.3463, simple_loss=0.6229, pruned_loss=3.943, over 2128458.48 frames. utt_duration=1280 frames, utt_pad_proportion=0.0565, over 6659.09 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.477, pruned_loss=0.3217, over 2475931.54 frames. utt_duration=419.3 frames, utt_pad_proportion=0.07834, over 23701.24 utterances.], batch size: 48, lr: 2.63e-03
2022-08-20 02:57:21,788 INFO [train.py:927] (3/8) Epoch 1, batch 4200, giga_loss[loss=0.2373, simple_loss=0.4306, pruned_loss=0.2194, over 12460.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.484, pruned_loss=0.3133, over 2474834.63 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07329, over 21004.62 utterances.], libri_tot_loss[loss=0.3445, simple_loss=0.6192, pruned_loss=3.841, over 2136746.92 frames. utt_duration=1282 frames, utt_pad_proportion=0.0553, over 6674.45 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.4743, pruned_loss=0.3084, over 2475899.19 frames. utt_duration=440 frames, utt_pad_proportion=0.07409, over 22581.04 utterances.], batch size: 55, lr: 2.63e-03
2022-08-20 02:59:04,595 INFO [train.py:927] (3/8) Epoch 1, batch 4250, giga_loss[loss=0.2247, simple_loss=0.4067, pruned_loss=0.2129, over 12373.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04435, over 37.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.4763, pruned_loss=0.3006, over 2474169.81 frames. utt_duration=465 frames, utt_pad_proportion=0.07817, over 21348.83 utterances.], libri_tot_loss[loss=0.3437, simple_loss=0.6172, pruned_loss=3.802, over 2139934.83 frames. utt_duration=1283 frames, utt_pad_proportion=0.05505, over 6677.74 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.469, pruned_loss=0.2952, over 2475155.30 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07864, over 22710.59 utterances.], batch size: 37, lr: 2.62e-03
2022-08-20 03:00:50,866 INFO [train.py:927] (3/8) Epoch 1, batch 4300, libri_loss[loss=0.473, simple_loss=0.8504, pruned_loss=0.4783, over 12382.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009152, over 38.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.4749, pruned_loss=0.2917, over 2474549.90 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07412, over 20448.31 utterances.], libri_tot_loss[loss=0.3447, simple_loss=0.6184, pruned_loss=3.727, over 2146524.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.05457, over 6721.76 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.4654, pruned_loss=0.2837, over 2475366.33 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07502, over 21745.00 utterances.], batch size: 38, lr: 2.61e-03
2022-08-20 03:02:36,036 INFO [train.py:927] (3/8) Epoch 1, batch 4350, giga_loss[loss=0.2167, simple_loss=0.3974, pruned_loss=0.1801, over 12264.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03428, over 28.00 utterances.], tot_loss[loss=0.263, simple_loss=0.4709, pruned_loss=0.2833, over 2474067.76 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06976, over 19991.92 utterances.], libri_tot_loss[loss=0.3425, simple_loss=0.6142, pruned_loss=3.631, over 2154347.96 frames. utt_duration=1282 frames, utt_pad_proportion=0.05355, over 6727.55 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.4634, pruned_loss=0.2762, over 2474966.94 frames. utt_duration=466 frames, utt_pad_proportion=0.07116, over 21310.17 utterances.], batch size: 28, lr: 2.61e-03
2022-08-20 03:04:18,182 INFO [train.py:927] (3/8) Epoch 1, batch 4400, giga_loss[loss=0.2478, simple_loss=0.447, pruned_loss=0.2432, over 12393.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02681, over 70.00 utterances.], tot_loss[loss=0.259, simple_loss=0.4645, pruned_loss=0.2741, over 2473873.77 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07362, over 20346.20 utterances.], libri_tot_loss[loss=0.3394, simple_loss=0.6084, pruned_loss=3.518, over 2163554.74 frames. utt_duration=1273 frames, utt_pad_proportion=0.05741, over 6803.96 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.4592, pruned_loss=0.2679, over 2474857.17 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07369, over 21686.51 utterances.], batch size: 70, lr: 2.60e-03
2022-08-20 03:06:01,760 INFO [train.py:927] (3/8) Epoch 1, batch 4450, giga_loss[loss=0.2494, simple_loss=0.4526, pruned_loss=0.2312, over 12373.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.4631, pruned_loss=0.2757, over 2473778.38 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07088, over 20304.45 utterances.], libri_tot_loss[loss=0.3389, simple_loss=0.606, pruned_loss=3.454, over 2169446.12 frames. utt_duration=1275 frames, utt_pad_proportion=0.05655, over 6811.82 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.4582, pruned_loss=0.264, over 2474801.24 frames. utt_duration=459.7 frames, utt_pad_proportion=0.0714, over 21601.28 utterances.], batch size: 91, lr: 2.59e-03
2022-08-20 03:07:43,131 INFO [train.py:927] (3/8) Epoch 1, batch 4500, giga_loss[loss=0.2511, simple_loss=0.451, pruned_loss=0.2555, over 12394.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03511, over 80.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.4627, pruned_loss=0.2717, over 2473761.22 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07266, over 20326.90 utterances.], libri_tot_loss[loss=0.3378, simple_loss=0.604, pruned_loss=3.332, over 2179793.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.05486, over 6832.22 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.4561, pruned_loss=0.2603, over 2474701.51 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07363, over 21770.32 utterances.], batch size: 80, lr: 2.59e-03
2022-08-20 03:09:26,971 INFO [train.py:927] (3/8) Epoch 1, batch 4550, giga_loss[loss=0.2388, simple_loss=0.4363, pruned_loss=0.2066, over 12337.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03454, over 62.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.4569, pruned_loss=0.264, over 2473774.82 frames. utt_duration=514.9 frames, utt_pad_proportion=0.0679, over 19272.82 utterances.], libri_tot_loss[loss=0.3334, simple_loss=0.596, pruned_loss=3.197, over 2190905.06 frames. utt_duration=1283 frames, utt_pad_proportion=0.05338, over 6838.97 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.4529, pruned_loss=0.2549, over 2474975.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06968, over 20914.42 utterances.], batch size: 62, lr: 2.58e-03
2022-08-20 03:11:10,653 INFO [train.py:927] (3/8) Epoch 1, batch 4600, giga_loss[loss=0.2088, simple_loss=0.3829, pruned_loss=0.1732, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03406, over 37.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.454, pruned_loss=0.2559, over 2473965.69 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06333, over 19123.94 utterances.], libri_tot_loss[loss=0.3328, simple_loss=0.5949, pruned_loss=3.18, over 2192137.54 frames. utt_duration=1285 frames, utt_pad_proportion=0.05337, over 6831.78 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.4511, pruned_loss=0.2488, over 2475047.57 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06507, over 20463.23 utterances.], batch size: 37, lr: 2.57e-03
2022-08-20 03:12:54,727 INFO [train.py:927] (3/8) Epoch 1, batch 4650, giga_loss[loss=0.2393, simple_loss=0.435, pruned_loss=0.2181, over 12339.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03149, over 58.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.4617, pruned_loss=0.2566, over 2473991.06 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06119, over 18413.55 utterances.], libri_tot_loss[loss=0.3353, simple_loss=0.5995, pruned_loss=3.073, over 2201808.19 frames. utt_duration=1292 frames, utt_pad_proportion=0.05197, over 6826.73 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.4507, pruned_loss=0.2461, over 2474914.90 frames. utt_duration=499.6 frames, utt_pad_proportion=0.0633, over 19874.66 utterances.], batch size: 58, lr: 2.57e-03
2022-08-20 03:14:39,107 INFO [train.py:927] (3/8) Epoch 1, batch 4700, giga_loss[loss=0.2966, simple_loss=0.5247, pruned_loss=0.3426, over 12345.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1965, over 365.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.4641, pruned_loss=0.2595, over 2473761.65 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06837, over 19124.91 utterances.], libri_tot_loss[loss=0.3324, simple_loss=0.5943, pruned_loss=2.951, over 2212060.50 frames. utt_duration=1298 frames, utt_pad_proportion=0.05034, over 6823.70 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.4547, pruned_loss=0.2501, over 2474909.46 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07018, over 20740.89 utterances.], batch size: 365, lr: 2.56e-03
2022-08-20 03:16:18,288 INFO [train.py:927] (3/8) Epoch 1, batch 4750, giga_loss[loss=0.2758, simple_loss=0.4919, pruned_loss=0.2988, over 12414.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05556, over 162.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.4614, pruned_loss=0.2577, over 2473637.40 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06853, over 19106.92 utterances.], libri_tot_loss[loss=0.3283, simple_loss=0.5872, pruned_loss=2.819, over 2223363.77 frames. utt_duration=1298 frames, utt_pad_proportion=0.04861, over 6861.90 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.4543, pruned_loss=0.25, over 2474784.08 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07077, over 20885.20 utterances.], batch size: 162, lr: 2.55e-03
2022-08-20 03:18:01,665 INFO [train.py:927] (3/8) Epoch 1, batch 4800, giga_loss[loss=0.3059, simple_loss=0.544, pruned_loss=0.3387, over 12353.00 frames. utt_duration=138 frames, utt_pad_proportion=0.188, over 362.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.4619, pruned_loss=0.2583, over 2474598.05 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07142, over 20158.78 utterances.], libri_tot_loss[loss=0.3269, simple_loss=0.5846, pruned_loss=2.777, over 2226915.94 frames. utt_duration=1297 frames, utt_pad_proportion=0.04836, over 6875.80 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.4566, pruned_loss=0.2522, over 2475676.13 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07308, over 21708.35 utterances.], batch size: 362, lr: 2.55e-03
2022-08-20 03:19:42,750 INFO [train.py:927] (3/8) Epoch 1, batch 4850, giga_loss[loss=0.2251, simple_loss=0.4092, pruned_loss=0.2053, over 12419.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03202, over 80.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.4542, pruned_loss=0.249, over 2474362.22 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06773, over 19664.26 utterances.], libri_tot_loss[loss=0.3257, simple_loss=0.5822, pruned_loss=2.736, over 2230581.22 frames. utt_duration=1300 frames, utt_pad_proportion=0.04779, over 6868.73 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.4503, pruned_loss=0.243, over 2475239.10 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06958, over 21079.85 utterances.], batch size: 80, lr: 2.54e-03
2022-08-20 03:21:31,743 INFO [train.py:927] (3/8) Epoch 1, batch 4900, giga_loss[loss=0.2351, simple_loss=0.4271, pruned_loss=0.2159, over 12327.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03179, over 70.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.4499, pruned_loss=0.2432, over 2473765.81 frames. utt_duration=513 frames, utt_pad_proportion=0.06718, over 19344.34 utterances.], libri_tot_loss[loss=0.3252, simple_loss=0.5813, pruned_loss=2.683, over 2235081.75 frames. utt_duration=1306 frames, utt_pad_proportion=0.04727, over 6852.51 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.4453, pruned_loss=0.2375, over 2474761.02 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06897, over 20701.63 utterances.], batch size: 70, lr: 2.54e-03
2022-08-20 03:23:18,341 INFO [train.py:927] (3/8) Epoch 1, batch 4950, giga_loss[loss=0.2413, simple_loss=0.4364, pruned_loss=0.2307, over 12400.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02601, over 66.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.4492, pruned_loss=0.2423, over 2474460.50 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06521, over 19132.41 utterances.], libri_tot_loss[loss=0.3247, simple_loss=0.5805, pruned_loss=2.657, over 2237578.52 frames. utt_duration=1302 frames, utt_pad_proportion=0.04782, over 6879.83 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.445, pruned_loss=0.2369, over 2475135.84 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06666, over 20293.23 utterances.], batch size: 66, lr: 2.53e-03
2022-08-20 03:25:06,473 INFO [train.py:927] (3/8) Epoch 1, batch 5000, giga_loss[loss=0.2425, simple_loss=0.4452, pruned_loss=0.199, over 12435.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02952, over 80.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.4528, pruned_loss=0.2425, over 2475278.37 frames. utt_duration=499 frames, utt_pad_proportion=0.07389, over 19900.72 utterances.], libri_tot_loss[loss=0.3221, simple_loss=0.5757, pruned_loss=2.591, over 2243369.97 frames. utt_duration=1307 frames, utt_pad_proportion=0.04696, over 6872.81 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.4504, pruned_loss=0.2382, over 2475882.40 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07493, over 21098.26 utterances.], batch size: 80, lr: 2.52e-03
2022-08-20 03:26:50,995 INFO [train.py:927] (3/8) Epoch 1, batch 5050, giga_loss[loss=0.2791, simple_loss=0.4981, pruned_loss=0.3004, over 12404.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03829, over 105.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.4597, pruned_loss=0.2505, over 2475204.71 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07175, over 20571.24 utterances.], libri_tot_loss[loss=0.3213, simple_loss=0.5736, pruned_loss=2.534, over 2248375.98 frames. utt_duration=1311 frames, utt_pad_proportion=0.04599, over 6869.07 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.457, pruned_loss=0.2428, over 2476334.43 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07308, over 21816.40 utterances.], batch size: 105, lr: 2.52e-03
2022-08-20 03:28:35,233 INFO [train.py:927] (3/8) Epoch 1, batch 5100, giga_loss[loss=0.2356, simple_loss=0.4283, pruned_loss=0.2146, over 12397.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02459, over 66.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.4594, pruned_loss=0.2489, over 2475357.28 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06952, over 20242.98 utterances.], libri_tot_loss[loss=0.3212, simple_loss=0.5735, pruned_loss=2.497, over 2251983.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.04555, over 6893.95 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.4557, pruned_loss=0.2421, over 2476057.60 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07096, over 21384.20 utterances.], batch size: 66, lr: 2.51e-03
2022-08-20 03:30:18,231 INFO [train.py:927] (3/8) Epoch 1, batch 5150, giga_loss[loss=0.2302, simple_loss=0.4172, pruned_loss=0.2157, over 12355.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.05326, over 34.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.4579, pruned_loss=0.2484, over 2475166.24 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07142, over 20513.03 utterances.], libri_tot_loss[loss=0.3193, simple_loss=0.5702, pruned_loss=2.425, over 2258702.58 frames. utt_duration=1311 frames, utt_pad_proportion=0.04456, over 6899.27 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.4546, pruned_loss=0.2421, over 2475639.71 frames. utt_duration=456.4 frames, utt_pad_proportion=0.0729, over 21767.21 utterances.], batch size: 34, lr: 2.50e-03
2022-08-20 03:31:58,904 INFO [train.py:927] (3/8) Epoch 1, batch 5200, giga_loss[loss=0.2343, simple_loss=0.4218, pruned_loss=0.2342, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04591, over 34.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.4525, pruned_loss=0.2428, over 2475350.54 frames. utt_duration=484 frames, utt_pad_proportion=0.07526, over 20517.64 utterances.], libri_tot_loss[loss=0.319, simple_loss=0.5697, pruned_loss=2.413, over 2259771.06 frames. utt_duration=1311 frames, utt_pad_proportion=0.04437, over 6902.77 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.4499, pruned_loss=0.2378, over 2475734.98 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07634, over 21555.61 utterances.], batch size: 34, lr: 2.50e-03
2022-08-20 03:33:40,770 INFO [train.py:927] (3/8) Epoch 1, batch 5250, giga_loss[loss=0.2791, simple_loss=0.5031, pruned_loss=0.276, over 12407.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0725, over 212.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.4503, pruned_loss=0.2399, over 2475612.85 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07029, over 19758.99 utterances.], libri_tot_loss[loss=0.3171, simple_loss=0.5663, pruned_loss=2.343, over 2266199.30 frames. utt_duration=1313 frames, utt_pad_proportion=0.04339, over 6909.83 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.4477, pruned_loss=0.2354, over 2475888.32 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07197, over 20940.59 utterances.], batch size: 212, lr: 2.49e-03
2022-08-20 03:35:23,596 INFO [train.py:927] (3/8) Epoch 1, batch 5300, giga_loss[loss=0.2548, simple_loss=0.4614, pruned_loss=0.241, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03594, over 123.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.4508, pruned_loss=0.2388, over 2475291.31 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06954, over 19767.85 utterances.], libri_tot_loss[loss=0.3176, simple_loss=0.5674, pruned_loss=2.3, over 2270378.80 frames. utt_duration=1316 frames, utt_pad_proportion=0.04267, over 6909.66 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.4459, pruned_loss=0.2333, over 2475494.88 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0713, over 20933.99 utterances.], batch size: 123, lr: 2.49e-03
2022-08-20 03:37:08,395 INFO [train.py:927] (3/8) Epoch 1, batch 5350, giga_loss[loss=0.2642, simple_loss=0.4787, pruned_loss=0.2485, over 12354.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.4488, pruned_loss=0.2432, over 2474767.00 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06681, over 19061.33 utterances.], libri_tot_loss[loss=0.3157, simple_loss=0.5622, pruned_loss=2.223, over 2278339.22 frames. utt_duration=1319 frames, utt_pad_proportion=0.04131, over 6918.99 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.445, pruned_loss=0.23, over 2475008.01 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06913, over 20461.89 utterances.], batch size: 91, lr: 2.48e-03
2022-08-20 03:38:56,752 INFO [train.py:927] (3/8) Epoch 1, batch 5400, giga_loss[loss=0.2683, simple_loss=0.4865, pruned_loss=0.2501, over 12378.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02778, over 91.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.4507, pruned_loss=0.2436, over 2474450.99 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07926, over 20647.83 utterances.], libri_tot_loss[loss=0.3146, simple_loss=0.5604, pruned_loss=2.191, over 2281201.84 frames. utt_duration=1316 frames, utt_pad_proportion=0.04112, over 6940.17 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.4476, pruned_loss=0.2325, over 2474713.92 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08049, over 21903.18 utterances.], batch size: 91, lr: 2.47e-03
2022-08-20 03:40:41,543 INFO [train.py:927] (3/8) Epoch 1, batch 5450, giga_loss[loss=0.2174, simple_loss=0.4022, pruned_loss=0.1633, over 12369.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03022, over 58.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.453, pruned_loss=0.2384, over 2474019.81 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07526, over 19793.86 utterances.], libri_tot_loss[loss=0.3146, simple_loss=0.5607, pruned_loss=2.131, over 2287015.32 frames. utt_duration=1317 frames, utt_pad_proportion=0.04045, over 6955.89 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.4473, pruned_loss=0.228, over 2474137.83 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07704, over 21138.86 utterances.], batch size: 58, lr: 2.47e-03
2022-08-20 03:42:25,564 INFO [train.py:927] (3/8) Epoch 1, batch 5500, giga_loss[loss=0.2964, simple_loss=0.5288, pruned_loss=0.3205, over 12407.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06225, over 183.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.466, pruned_loss=0.2552, over 2474305.10 frames. utt_duration=478 frames, utt_pad_proportion=0.07873, over 20769.54 utterances.], libri_tot_loss[loss=0.3191, simple_loss=0.5674, pruned_loss=2.112, over 2289837.68 frames. utt_duration=1317 frames, utt_pad_proportion=0.04007, over 6962.53 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.4548, pruned_loss=0.2372, over 2474371.81 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08017, over 21998.78 utterances.], batch size: 183, lr: 2.46e-03
2022-08-20 03:44:09,809 INFO [train.py:927] (3/8) Epoch 1, batch 5550, giga_loss[loss=0.2454, simple_loss=0.4482, pruned_loss=0.2127, over 12393.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04434, over 146.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.4639, pruned_loss=0.2534, over 2474021.76 frames. utt_duration=471.1 frames, utt_pad_proportion=0.08213, over 21073.82 utterances.], libri_tot_loss[loss=0.3151, simple_loss=0.5605, pruned_loss=2.024, over 2297458.74 frames. utt_duration=1322 frames, utt_pad_proportion=0.03863, over 6958.25 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.4566, pruned_loss=0.2391, over 2474551.96 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08392, over 22642.28 utterances.], batch size: 146, lr: 2.45e-03
2022-08-20 03:45:54,333 INFO [train.py:927] (3/8) Epoch 1, batch 5600, giga_loss[loss=0.2471, simple_loss=0.4519, pruned_loss=0.2114, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03345, over 122.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.4611, pruned_loss=0.2481, over 2474106.09 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08579, over 21620.13 utterances.], libri_tot_loss[loss=0.3129, simple_loss=0.5566, pruned_loss=1.977, over 2301633.12 frames. utt_duration=1318 frames, utt_pad_proportion=0.03894, over 6994.18 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.4563, pruned_loss=0.2372, over 2474697.72 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08725, over 23158.47 utterances.], batch size: 122, lr: 2.45e-03
2022-08-20 03:47:37,594 INFO [train.py:927] (3/8) Epoch 1, batch 5650, giga_loss[loss=0.2269, simple_loss=0.4172, pruned_loss=0.1826, over 12403.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02579, over 66.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.4589, pruned_loss=0.243, over 2473675.24 frames. utt_duration=452.8 frames, utt_pad_proportion=0.08351, over 21923.91 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.5517, pruned_loss=1.913, over 2307026.73 frames. utt_duration=1319 frames, utt_pad_proportion=0.0386, over 7005.90 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.4562, pruned_loss=0.2346, over 2474664.11 frames. utt_duration=420.8 frames, utt_pad_proportion=0.08535, over 23607.09 utterances.], batch size: 66, lr: 2.44e-03
2022-08-20 03:49:18,511 INFO [train.py:927] (3/8) Epoch 1, batch 5700, libri_loss[loss=0.4002, simple_loss=0.6349, pruned_loss=0.8269, over 12168.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008104, over 30.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.4663, pruned_loss=0.251, over 2474206.44 frames. utt_duration=439.1 frames, utt_pad_proportion=0.08498, over 22613.45 utterances.], libri_tot_loss[loss=0.3127, simple_loss=0.5561, pruned_loss=1.885, over 2309822.11 frames. utt_duration=1322 frames, utt_pad_proportion=0.03805, over 6997.82 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.4586, pruned_loss=0.2374, over 2475476.75 frames. utt_duration=410.1 frames, utt_pad_proportion=0.08669, over 24234.19 utterances.], batch size: 30, lr: 2.44e-03
2022-08-20 03:51:00,633 INFO [train.py:927] (3/8) Epoch 1, batch 5750, giga_loss[loss=0.2916, simple_loss=0.5192, pruned_loss=0.3202, over 12414.00 frames. utt_duration=754 frames, utt_pad_proportion=0.02458, over 66.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.4603, pruned_loss=0.2461, over 2474302.25 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08346, over 22025.10 utterances.], libri_tot_loss[loss=0.3104, simple_loss=0.552, pruned_loss=1.834, over 2314484.28 frames. utt_duration=1325 frames, utt_pad_proportion=0.0373, over 6993.95 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.455, pruned_loss=0.235, over 2475498.69 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08552, over 23745.55 utterances.], batch size: 66, lr: 2.43e-03
2022-08-20 03:52:48,708 INFO [train.py:927] (3/8) Epoch 1, batch 5800, giga_loss[loss=0.241, simple_loss=0.4413, pruned_loss=0.2032, over 12426.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03877, over 105.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.4525, pruned_loss=0.2382, over 2474478.94 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08437, over 21716.03 utterances.], libri_tot_loss[loss=0.3078, simple_loss=0.5476, pruned_loss=1.783, over 2319071.16 frames. utt_duration=1321 frames, utt_pad_proportion=0.03754, over 7029.81 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.4495, pruned_loss=0.23, over 2475578.29 frames. utt_duration=423.9 frames, utt_pad_proportion=0.0863, over 23441.11 utterances.], batch size: 105, lr: 2.42e-03
2022-08-20 03:54:30,211 INFO [train.py:927] (3/8) Epoch 1, batch 5850, giga_loss[loss=0.2662, simple_loss=0.479, pruned_loss=0.2668, over 12383.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07841, over 213.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.4507, pruned_loss=0.2373, over 2474086.00 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08467, over 22198.12 utterances.], libri_tot_loss[loss=0.3069, simple_loss=0.546, pruned_loss=1.752, over 2321838.32 frames. utt_duration=1322 frames, utt_pad_proportion=0.03707, over 7034.26 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.4477, pruned_loss=0.2295, over 2475240.22 frames. utt_duration=417.1 frames, utt_pad_proportion=0.08653, over 23823.20 utterances.], batch size: 213, lr: 2.42e-03
2022-08-20 03:56:11,961 INFO [train.py:927] (3/8) Epoch 1, batch 5900, giga_loss[loss=0.2536, simple_loss=0.462, pruned_loss=0.2264, over 12372.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07445, over 212.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.4488, pruned_loss=0.2317, over 2473995.03 frames. utt_duration=431.8 frames, utt_pad_proportion=0.0859, over 22996.45 utterances.], libri_tot_loss[loss=0.3075, simple_loss=0.5471, pruned_loss=1.73, over 2323863.53 frames. utt_duration=1322 frames, utt_pad_proportion=0.03666, over 7039.68 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.4444, pruned_loss=0.2239, over 2475131.67 frames. utt_duration=406 frames, utt_pad_proportion=0.08753, over 24472.98 utterances.], batch size: 212, lr: 2.41e-03
2022-08-20 03:57:58,854 INFO [train.py:927] (3/8) Epoch 1, batch 5950, libri_loss[loss=0.2448, simple_loss=0.4421, pruned_loss=0.2378, over 12460.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005244, over 35.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.4473, pruned_loss=0.229, over 2474142.62 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08629, over 23220.16 utterances.], libri_tot_loss[loss=0.3053, simple_loss=0.5436, pruned_loss=1.667, over 2329599.85 frames. utt_duration=1322 frames, utt_pad_proportion=0.03574, over 7055.85 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.4433, pruned_loss=0.2225, over 2475194.25 frames. utt_duration=397.8 frames, utt_pad_proportion=0.08832, over 24978.59 utterances.], batch size: 35, lr: 2.41e-03
2022-08-20 03:59:44,951 INFO [train.py:927] (3/8) Epoch 1, batch 6000, giga_loss[loss=0.4572, simple_loss=0.449, pruned_loss=0.2326, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02574, over 45.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.4391, pruned_loss=0.2223, over 2474088.98 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08493, over 21952.20 utterances.], libri_tot_loss[loss=0.3035, simple_loss=0.5404, pruned_loss=1.63, over 2332896.97 frames. utt_duration=1313 frames, utt_pad_proportion=0.03973, over 7116.67 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.4363, pruned_loss=0.2168, over 2475175.28 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08602, over 23641.54 utterances.], batch size: 45, lr: 2.40e-03
2022-08-20 03:59:44,952 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 03:59:59,956 INFO [train.py:967] (3/8) 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 04:01:43,857 INFO [train.py:927] (3/8) Epoch 1, batch 6050, giga_loss[loss=0.5312, simple_loss=0.4982, pruned_loss=0.2821, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05419, over 162.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.4458, pruned_loss=0.2322, over 2474338.62 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08524, over 22131.66 utterances.], libri_tot_loss[loss=0.3155, simple_loss=0.5416, pruned_loss=1.608, over 2335684.01 frames. utt_duration=1313 frames, utt_pad_proportion=0.03931, over 7126.12 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.4406, pruned_loss=0.2216, over 2475226.00 frames. utt_duration=418.7 frames, utt_pad_proportion=0.08647, over 23727.49 utterances.], batch size: 162, lr: 2.39e-03
2022-08-20 04:03:25,003 INFO [train.py:927] (3/8) Epoch 1, batch 6100, giga_loss[loss=0.4975, simple_loss=0.4888, pruned_loss=0.2531, over 12366.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2115, over 373.00 utterances.], tot_loss[loss=0.3392, simple_loss=0.4458, pruned_loss=0.2368, over 2473974.40 frames. utt_duration=462.9 frames, utt_pad_proportion=0.08071, over 21447.51 utterances.], libri_tot_loss[loss=0.3327, simple_loss=0.5382, pruned_loss=1.554, over 2341192.46 frames. utt_duration=1315 frames, utt_pad_proportion=0.03852, over 7131.16 utterances.], giga_tot_loss[loss=0.315, simple_loss=0.4408, pruned_loss=0.2201, over 2475257.79 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08277, over 23333.23 utterances.], batch size: 373, lr: 2.39e-03
2022-08-20 04:05:09,257 INFO [train.py:927] (3/8) Epoch 1, batch 6150, giga_loss[loss=0.4653, simple_loss=0.4646, pruned_loss=0.233, over 12425.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.3629, simple_loss=0.4461, pruned_loss=0.2336, over 2473999.28 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07907, over 21845.76 utterances.], libri_tot_loss[loss=0.3346, simple_loss=0.5358, pruned_loss=1.526, over 2343686.99 frames. utt_duration=1311 frames, utt_pad_proportion=0.03893, over 7158.09 utterances.], giga_tot_loss[loss=0.3424, simple_loss=0.4427, pruned_loss=0.2207, over 2475153.52 frames. utt_duration=421.2 frames, utt_pad_proportion=0.081, over 23585.68 utterances.], batch size: 162, lr: 2.38e-03
2022-08-20 04:06:53,528 INFO [train.py:927] (3/8) Epoch 1, batch 6200, libri_loss[loss=0.7823, simple_loss=0.6214, pruned_loss=0.4716, over 12297.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008178, over 36.00 utterances.], tot_loss[loss=0.3849, simple_loss=0.4489, pruned_loss=0.2335, over 2473837.38 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07964, over 22149.98 utterances.], libri_tot_loss[loss=0.3395, simple_loss=0.5325, pruned_loss=1.48, over 2347939.90 frames. utt_duration=1315 frames, utt_pad_proportion=0.03789, over 7148.75 utterances.], giga_tot_loss[loss=0.3652, simple_loss=0.446, pruned_loss=0.2226, over 2474974.43 frames. utt_duration=413.2 frames, utt_pad_proportion=0.0818, over 24043.53 utterances.], batch size: 36, lr: 2.38e-03
2022-08-20 04:08:36,119 INFO [train.py:927] (3/8) Epoch 1, batch 6250, giga_loss[loss=0.4578, simple_loss=0.4615, pruned_loss=0.227, over 12437.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.4035, simple_loss=0.4503, pruned_loss=0.2352, over 2473930.05 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07941, over 21316.87 utterances.], libri_tot_loss[loss=0.3466, simple_loss=0.5301, pruned_loss=1.444, over 2351850.72 frames. utt_duration=1303 frames, utt_pad_proportion=0.04199, over 7227.40 utterances.], giga_tot_loss[loss=0.383, simple_loss=0.4479, pruned_loss=0.2235, over 2474660.86 frames. utt_duration=428.8 frames, utt_pad_proportion=0.08044, over 23163.83 utterances.], batch size: 105, lr: 2.37e-03
2022-08-20 04:10:17,942 INFO [train.py:927] (3/8) Epoch 1, batch 6300, giga_loss[loss=0.36, simple_loss=0.384, pruned_loss=0.168, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03028, over 39.00 utterances.], tot_loss[loss=0.4127, simple_loss=0.4518, pruned_loss=0.231, over 2473800.31 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07435, over 20877.37 utterances.], libri_tot_loss[loss=0.3506, simple_loss=0.5296, pruned_loss=1.413, over 2354624.57 frames. utt_duration=1303 frames, utt_pad_proportion=0.04155, over 7237.52 utterances.], giga_tot_loss[loss=0.3942, simple_loss=0.4485, pruned_loss=0.2214, over 2474629.41 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07595, over 22660.60 utterances.], batch size: 39, lr: 2.37e-03
2022-08-20 04:12:01,092 INFO [train.py:927] (3/8) Epoch 1, batch 6350, giga_loss[loss=0.3571, simple_loss=0.3893, pruned_loss=0.1625, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02906, over 42.00 utterances.], tot_loss[loss=0.4208, simple_loss=0.4509, pruned_loss=0.2298, over 2474193.50 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07945, over 21512.37 utterances.], libri_tot_loss[loss=0.3534, simple_loss=0.5285, pruned_loss=1.396, over 2356210.63 frames. utt_duration=1304 frames, utt_pad_proportion=0.04124, over 7235.94 utterances.], giga_tot_loss[loss=0.4048, simple_loss=0.4482, pruned_loss=0.2213, over 2475036.34 frames. utt_duration=429.7 frames, utt_pad_proportion=0.0806, over 23114.97 utterances.], batch size: 42, lr: 2.36e-03
2022-08-20 04:13:45,130 INFO [train.py:927] (3/8) Epoch 1, batch 6400, giga_loss[loss=0.387, simple_loss=0.4134, pruned_loss=0.1803, over 12366.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.4241, simple_loss=0.4486, pruned_loss=0.2266, over 2474735.88 frames. utt_duration=459 frames, utt_pad_proportion=0.08009, over 21635.55 utterances.], libri_tot_loss[loss=0.3556, simple_loss=0.5276, pruned_loss=1.378, over 2358195.93 frames. utt_duration=1301 frames, utt_pad_proportion=0.04182, over 7259.10 utterances.], giga_tot_loss[loss=0.4105, simple_loss=0.4462, pruned_loss=0.2195, over 2475218.87 frames. utt_duration=430.8 frames, utt_pad_proportion=0.081, over 23057.68 utterances.], batch size: 62, lr: 2.35e-03
2022-08-20 04:15:26,099 INFO [train.py:927] (3/8) Epoch 1, batch 6450, giga_loss[loss=0.3652, simple_loss=0.3979, pruned_loss=0.1662, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03663, over 37.00 utterances.], tot_loss[loss=0.4268, simple_loss=0.4471, pruned_loss=0.2241, over 2474760.86 frames. utt_duration=450.6 frames, utt_pad_proportion=0.0837, over 22040.95 utterances.], libri_tot_loss[loss=0.3598, simple_loss=0.5277, pruned_loss=1.362, over 2359354.35 frames. utt_duration=1304 frames, utt_pad_proportion=0.04144, over 7244.30 utterances.], giga_tot_loss[loss=0.4133, simple_loss=0.444, pruned_loss=0.2167, over 2475650.49 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08443, over 23366.73 utterances.], batch size: 37, lr: 2.35e-03
2022-08-20 04:17:09,250 INFO [train.py:927] (3/8) Epoch 1, batch 6500, giga_loss[loss=0.4481, simple_loss=0.4614, pruned_loss=0.2174, over 12406.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06274, over 183.00 utterances.], tot_loss[loss=0.4326, simple_loss=0.4481, pruned_loss=0.2248, over 2475095.55 frames. utt_duration=450.4 frames, utt_pad_proportion=0.08485, over 22050.84 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.5262, pruned_loss=1.34, over 2361516.12 frames. utt_duration=1306 frames, utt_pad_proportion=0.04109, over 7238.34 utterances.], giga_tot_loss[loss=0.4202, simple_loss=0.4456, pruned_loss=0.2175, over 2475933.42 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08568, over 23364.52 utterances.], batch size: 183, lr: 2.34e-03
2022-08-20 04:18:51,733 INFO [train.py:927] (3/8) Epoch 1, batch 6550, giga_loss[loss=0.361, simple_loss=0.3892, pruned_loss=0.1664, over 12476.00 frames. utt_duration=1921 frames, utt_pad_proportion=0.03288, over 26.00 utterances.], tot_loss[loss=0.4351, simple_loss=0.4489, pruned_loss=0.2232, over 2475236.44 frames. utt_duration=466.1 frames, utt_pad_proportion=0.08207, over 21310.63 utterances.], libri_tot_loss[loss=0.3671, simple_loss=0.5264, pruned_loss=1.318, over 2363778.96 frames. utt_duration=1293 frames, utt_pad_proportion=0.04563, over 7323.72 utterances.], giga_tot_loss[loss=0.4232, simple_loss=0.4452, pruned_loss=0.2166, over 2475894.01 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08183, over 22545.20 utterances.], batch size: 26, lr: 2.34e-03
2022-08-20 04:20:35,211 INFO [train.py:927] (3/8) Epoch 1, batch 6600, giga_loss[loss=0.415, simple_loss=0.4328, pruned_loss=0.1986, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03976, over 28.00 utterances.], tot_loss[loss=0.436, simple_loss=0.4479, pruned_loss=0.2219, over 2475619.64 frames. utt_duration=455.5 frames, utt_pad_proportion=0.08192, over 21811.37 utterances.], libri_tot_loss[loss=0.3675, simple_loss=0.5235, pruned_loss=1.295, over 2366000.23 frames. utt_duration=1295 frames, utt_pad_proportion=0.04535, over 7314.15 utterances.], giga_tot_loss[loss=0.4276, simple_loss=0.4461, pruned_loss=0.2173, over 2476133.22 frames. utt_duration=430.6 frames, utt_pad_proportion=0.08205, over 23078.54 utterances.], batch size: 28, lr: 2.33e-03
2022-08-20 04:22:17,073 INFO [train.py:927] (3/8) Epoch 1, batch 6650, giga_loss[loss=0.477, simple_loss=0.4716, pruned_loss=0.2412, over 12389.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03936, over 113.00 utterances.], tot_loss[loss=0.4326, simple_loss=0.445, pruned_loss=0.2178, over 2475064.13 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07938, over 21057.44 utterances.], libri_tot_loss[loss=0.3682, simple_loss=0.5186, pruned_loss=1.249, over 2369987.95 frames. utt_duration=1298 frames, utt_pad_proportion=0.04415, over 7310.89 utterances.], giga_tot_loss[loss=0.4276, simple_loss=0.4451, pruned_loss=0.2153, over 2475765.44 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08042, over 22606.80 utterances.], batch size: 113, lr: 2.33e-03
2022-08-20 04:23:57,158 INFO [train.py:927] (3/8) Epoch 1, batch 6700, giga_loss[loss=0.3923, simple_loss=0.4218, pruned_loss=0.1814, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.4367, simple_loss=0.4475, pruned_loss=0.2189, over 2474993.29 frames. utt_duration=452 frames, utt_pad_proportion=0.0854, over 21973.78 utterances.], libri_tot_loss[loss=0.3691, simple_loss=0.5177, pruned_loss=1.239, over 2370953.97 frames. utt_duration=1301 frames, utt_pad_proportion=0.04385, over 7299.83 utterances.], giga_tot_loss[loss=0.4324, simple_loss=0.4477, pruned_loss=0.2167, over 2475608.42 frames. utt_duration=426 frames, utt_pad_proportion=0.08604, over 23324.48 utterances.], batch size: 70, lr: 2.32e-03
2022-08-20 04:25:39,404 INFO [train.py:927] (3/8) Epoch 1, batch 6750, giga_loss[loss=0.342, simple_loss=0.3888, pruned_loss=0.1475, over 12056.00 frames. utt_duration=1930 frames, utt_pad_proportion=0.02712, over 25.00 utterances.], tot_loss[loss=0.4561, simple_loss=0.4605, pruned_loss=0.2305, over 2474379.83 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08651, over 21897.65 utterances.], libri_tot_loss[loss=0.3858, simple_loss=0.5258, pruned_loss=1.211, over 2374438.43 frames. utt_duration=1300 frames, utt_pad_proportion=0.04313, over 7312.24 utterances.], giga_tot_loss[loss=0.4416, simple_loss=0.4523, pruned_loss=0.222, over 2474959.52 frames. utt_duration=424.4 frames, utt_pad_proportion=0.08755, over 23405.13 utterances.], batch size: 25, lr: 2.31e-03
2022-08-20 04:27:17,188 INFO [train.py:927] (3/8) Epoch 1, batch 6800, libri_loss[loss=0.3854, simple_loss=0.3923, pruned_loss=0.1892, over 12124.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006549, over 32.00 utterances.], tot_loss[loss=0.4484, simple_loss=0.4561, pruned_loss=0.2239, over 2473517.93 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08524, over 21709.65 utterances.], libri_tot_loss[loss=0.3859, simple_loss=0.5221, pruned_loss=1.18, over 2376568.33 frames. utt_duration=1306 frames, utt_pad_proportion=0.04223, over 7287.09 utterances.], giga_tot_loss[loss=0.4383, simple_loss=0.451, pruned_loss=0.2181, over 2474740.59 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08671, over 23324.39 utterances.], batch size: 32, lr: 2.31e-03
2022-08-20 04:28:58,006 INFO [train.py:927] (3/8) Epoch 1, batch 6850, giga_loss[loss=0.6136, simple_loss=0.5546, pruned_loss=0.3362, over 12367.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07109, over 211.00 utterances.], tot_loss[loss=0.4402, simple_loss=0.4504, pruned_loss=0.2178, over 2473329.56 frames. utt_duration=460.5 frames, utt_pad_proportion=0.08411, over 21551.75 utterances.], libri_tot_loss[loss=0.386, simple_loss=0.5189, pruned_loss=1.154, over 2378727.08 frames. utt_duration=1295 frames, utt_pad_proportion=0.04712, over 7354.32 utterances.], giga_tot_loss[loss=0.4335, simple_loss=0.4476, pruned_loss=0.2138, over 2474541.20 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08448, over 23125.86 utterances.], batch size: 211, lr: 2.30e-03
2022-08-20 04:30:40,309 INFO [train.py:927] (3/8) Epoch 1, batch 6900, giga_loss[loss=0.5084, simple_loss=0.4887, pruned_loss=0.2641, over 12412.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05257, over 162.00 utterances.], tot_loss[loss=0.4364, simple_loss=0.4481, pruned_loss=0.2145, over 2473436.34 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07918, over 20623.28 utterances.], libri_tot_loss[loss=0.3868, simple_loss=0.5168, pruned_loss=1.135, over 2380507.53 frames. utt_duration=1297 frames, utt_pad_proportion=0.04637, over 7347.33 utterances.], giga_tot_loss[loss=0.4313, simple_loss=0.4464, pruned_loss=0.2114, over 2474496.95 frames. utt_duration=448.9 frames, utt_pad_proportion=0.0802, over 22123.30 utterances.], batch size: 162, lr: 2.30e-03
2022-08-20 04:32:24,761 INFO [train.py:927] (3/8) Epoch 1, batch 6950, giga_loss[loss=0.39, simple_loss=0.4185, pruned_loss=0.1807, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03087, over 62.00 utterances.], tot_loss[loss=0.4321, simple_loss=0.4445, pruned_loss=0.2115, over 2473412.17 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07916, over 20055.52 utterances.], libri_tot_loss[loss=0.3873, simple_loss=0.5138, pruned_loss=1.106, over 2382635.38 frames. utt_duration=1300 frames, utt_pad_proportion=0.04582, over 7338.04 utterances.], giga_tot_loss[loss=0.4288, simple_loss=0.4439, pruned_loss=0.2095, over 2474830.16 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08047, over 21609.98 utterances.], batch size: 62, lr: 2.29e-03
2022-08-20 04:34:09,247 INFO [train.py:927] (3/8) Epoch 1, batch 7000, giga_loss[loss=0.3742, simple_loss=0.4146, pruned_loss=0.1669, over 12417.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03389, over 75.00 utterances.], tot_loss[loss=0.4284, simple_loss=0.4424, pruned_loss=0.2085, over 2474204.60 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07444, over 19879.54 utterances.], libri_tot_loss[loss=0.3866, simple_loss=0.5106, pruned_loss=1.082, over 2385149.60 frames. utt_duration=1307 frames, utt_pad_proportion=0.04503, over 7306.86 utterances.], giga_tot_loss[loss=0.4274, simple_loss=0.4431, pruned_loss=0.2079, over 2475113.68 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07625, over 21421.85 utterances.], batch size: 75, lr: 2.29e-03
2022-08-20 04:35:50,836 INFO [train.py:927] (3/8) Epoch 1, batch 7050, giga_loss[loss=0.4744, simple_loss=0.4761, pruned_loss=0.2364, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.4261, simple_loss=0.441, pruned_loss=0.2066, over 2474282.65 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07261, over 19977.48 utterances.], libri_tot_loss[loss=0.3871, simple_loss=0.5084, pruned_loss=1.064, over 2386656.43 frames. utt_duration=1309 frames, utt_pad_proportion=0.04444, over 7298.80 utterances.], giga_tot_loss[loss=0.4255, simple_loss=0.4422, pruned_loss=0.206, over 2475221.65 frames. utt_duration=463.6 frames, utt_pad_proportion=0.0745, over 21424.96 utterances.], batch size: 91, lr: 2.28e-03
2022-08-20 04:37:30,610 INFO [train.py:927] (3/8) Epoch 1, batch 7100, giga_loss[loss=0.4253, simple_loss=0.4387, pruned_loss=0.206, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04766, over 26.00 utterances.], tot_loss[loss=0.4312, simple_loss=0.4424, pruned_loss=0.2108, over 2474419.28 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07226, over 20404.31 utterances.], libri_tot_loss[loss=0.3937, simple_loss=0.5088, pruned_loss=1.061, over 2387407.58 frames. utt_duration=1309 frames, utt_pad_proportion=0.04421, over 7304.83 utterances.], giga_tot_loss[loss=0.425, simple_loss=0.4423, pruned_loss=0.2052, over 2475244.74 frames. utt_duration=458.8 frames, utt_pad_proportion=0.0739, over 21649.08 utterances.], batch size: 26, lr: 2.28e-03
2022-08-20 04:39:09,195 INFO [train.py:927] (3/8) Epoch 1, batch 7150, giga_loss[loss=0.3645, simple_loss=0.4049, pruned_loss=0.1621, over 12133.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.04738, over 28.00 utterances.], tot_loss[loss=0.4366, simple_loss=0.4448, pruned_loss=0.2148, over 2475057.20 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07174, over 19814.24 utterances.], libri_tot_loss[loss=0.3982, simple_loss=0.5069, pruned_loss=1.029, over 2390828.78 frames. utt_duration=1292 frames, utt_pad_proportion=0.04804, over 7407.64 utterances.], giga_tot_loss[loss=0.4293, simple_loss=0.4442, pruned_loss=0.2083, over 2475766.06 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07243, over 21193.88 utterances.], batch size: 28, lr: 2.27e-03
2022-08-20 04:40:52,864 INFO [train.py:927] (3/8) Epoch 1, batch 7200, giga_loss[loss=0.395, simple_loss=0.4133, pruned_loss=0.1884, over 12366.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.4286, simple_loss=0.4402, pruned_loss=0.209, over 2475128.64 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07055, over 20085.15 utterances.], libri_tot_loss[loss=0.3977, simple_loss=0.5049, pruned_loss=1.011, over 2392199.03 frames. utt_duration=1292 frames, utt_pad_proportion=0.04798, over 7416.48 utterances.], giga_tot_loss[loss=0.4239, simple_loss=0.4404, pruned_loss=0.2046, over 2475978.16 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07131, over 21399.05 utterances.], batch size: 62, lr: 2.27e-03
2022-08-20 04:42:33,890 INFO [train.py:927] (3/8) Epoch 1, batch 7250, giga_loss[loss=0.3728, simple_loss=0.4051, pruned_loss=0.1702, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03232, over 85.00 utterances.], tot_loss[loss=0.4214, simple_loss=0.4376, pruned_loss=0.203, over 2474588.11 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07025, over 19567.97 utterances.], libri_tot_loss[loss=0.399, simple_loss=0.5051, pruned_loss=0.9818, over 2394922.29 frames. utt_duration=1299 frames, utt_pad_proportion=0.0468, over 7384.29 utterances.], giga_tot_loss[loss=0.4172, simple_loss=0.4352, pruned_loss=0.2003, over 2475395.89 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07149, over 21056.80 utterances.], batch size: 85, lr: 2.26e-03
2022-08-20 04:44:17,303 INFO [train.py:927] (3/8) Epoch 1, batch 7300, giga_loss[loss=0.4422, simple_loss=0.4662, pruned_loss=0.2091, over 12353.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1905, over 363.00 utterances.], tot_loss[loss=0.4218, simple_loss=0.4377, pruned_loss=0.2033, over 2474432.94 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07199, over 20099.30 utterances.], libri_tot_loss[loss=0.4022, simple_loss=0.5055, pruned_loss=0.972, over 2395791.36 frames. utt_duration=1301 frames, utt_pad_proportion=0.04653, over 7376.54 utterances.], giga_tot_loss[loss=0.416, simple_loss=0.4346, pruned_loss=0.1993, over 2475356.41 frames. utt_duration=463.2 frames, utt_pad_proportion=0.073, over 21444.71 utterances.], batch size: 363, lr: 2.26e-03
2022-08-20 04:45:53,905 INFO [train.py:927] (3/8) Epoch 1, batch 7350, giga_loss[loss=0.3709, simple_loss=0.4257, pruned_loss=0.158, over 12386.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02993, over 97.00 utterances.], tot_loss[loss=0.4132, simple_loss=0.434, pruned_loss=0.1964, over 2474496.94 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06932, over 20474.06 utterances.], libri_tot_loss[loss=0.401, simple_loss=0.4994, pruned_loss=0.9285, over 2399638.77 frames. utt_duration=1298 frames, utt_pad_proportion=0.04688, over 7403.51 utterances.], giga_tot_loss[loss=0.4103, simple_loss=0.4335, pruned_loss=0.194, over 2475613.50 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07057, over 22191.24 utterances.], batch size: 97, lr: 2.25e-03
2022-08-20 04:47:35,626 INFO [train.py:927] (3/8) Epoch 1, batch 7400, giga_loss[loss=0.3342, simple_loss=0.3866, pruned_loss=0.1409, over 12372.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.4021, simple_loss=0.4285, pruned_loss=0.188, over 2474433.44 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07086, over 21405.86 utterances.], libri_tot_loss[loss=0.399, simple_loss=0.4955, pruned_loss=0.9049, over 2401374.23 frames. utt_duration=1304 frames, utt_pad_proportion=0.04587, over 7371.86 utterances.], giga_tot_loss[loss=0.4017, simple_loss=0.4297, pruned_loss=0.1872, over 2475792.51 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07218, over 23173.07 utterances.], batch size: 58, lr: 2.24e-03
2022-08-20 04:49:16,333 INFO [train.py:927] (3/8) Epoch 1, batch 7450, giga_loss[loss=0.3502, simple_loss=0.4199, pruned_loss=0.1403, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.395, simple_loss=0.4258, pruned_loss=0.1823, over 2474515.68 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07096, over 21068.94 utterances.], libri_tot_loss[loss=0.4027, simple_loss=0.4943, pruned_loss=0.8826, over 2403412.68 frames. utt_duration=1312 frames, utt_pad_proportion=0.04484, over 7334.33 utterances.], giga_tot_loss[loss=0.391, simple_loss=0.4255, pruned_loss=0.1786, over 2476070.08 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07259, over 22985.43 utterances.], batch size: 146, lr: 2.24e-03
2022-08-20 04:50:57,100 INFO [train.py:927] (3/8) Epoch 1, batch 7500, giga_loss[loss=0.355, simple_loss=0.4078, pruned_loss=0.1511, over 12392.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02976, over 97.00 utterances.], tot_loss[loss=0.3957, simple_loss=0.4279, pruned_loss=0.1819, over 2474713.73 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07115, over 21272.67 utterances.], libri_tot_loss[loss=0.4068, simple_loss=0.4946, pruned_loss=0.8646, over 2404804.82 frames. utt_duration=1316 frames, utt_pad_proportion=0.04439, over 7319.69 utterances.], giga_tot_loss[loss=0.3888, simple_loss=0.4257, pruned_loss=0.1762, over 2476601.39 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07278, over 23202.39 utterances.], batch size: 97, lr: 2.23e-03
2022-08-20 04:52:40,462 INFO [train.py:927] (3/8) Epoch 1, batch 7550, giga_loss[loss=0.3328, simple_loss=0.3767, pruned_loss=0.1445, over 12378.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04377, over 37.00 utterances.], tot_loss[loss=0.3857, simple_loss=0.4219, pruned_loss=0.1748, over 2474870.89 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07136, over 21459.18 utterances.], libri_tot_loss[loss=0.4059, simple_loss=0.4916, pruned_loss=0.8439, over 2406395.92 frames. utt_duration=1321 frames, utt_pad_proportion=0.04354, over 7292.52 utterances.], giga_tot_loss[loss=0.3805, simple_loss=0.4209, pruned_loss=0.1702, over 2476822.48 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07311, over 23430.57 utterances.], batch size: 37, lr: 2.23e-03
2022-08-20 04:54:22,991 INFO [train.py:927] (3/8) Epoch 1, batch 7600, giga_loss[loss=0.4536, simple_loss=0.4695, pruned_loss=0.2188, over 12402.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1033, over 258.00 utterances.], tot_loss[loss=0.3822, simple_loss=0.421, pruned_loss=0.1718, over 2475404.53 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07353, over 23347.22 utterances.], libri_tot_loss[loss=0.4059, simple_loss=0.4908, pruned_loss=0.8372, over 2407252.75 frames. utt_duration=1319 frames, utt_pad_proportion=0.04334, over 7308.55 utterances.], giga_tot_loss[loss=0.378, simple_loss=0.4202, pruned_loss=0.168, over 2476789.36 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07483, over 25018.05 utterances.], batch size: 258, lr: 2.22e-03
2022-08-20 04:56:04,365 INFO [train.py:927] (3/8) Epoch 1, batch 7650, giga_loss[loss=0.3165, simple_loss=0.393, pruned_loss=0.12, over 12443.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.3728, simple_loss=0.4159, pruned_loss=0.1649, over 2475570.76 frames. utt_duration=432.8 frames, utt_pad_proportion=0.0716, over 22954.85 utterances.], libri_tot_loss[loss=0.4045, simple_loss=0.488, pruned_loss=0.8133, over 2409350.11 frames. utt_duration=1325 frames, utt_pad_proportion=0.04234, over 7279.16 utterances.], giga_tot_loss[loss=0.3697, simple_loss=0.4156, pruned_loss=0.1621, over 2476919.47 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07328, over 24825.50 utterances.], batch size: 162, lr: 2.22e-03
2022-08-20 04:57:46,300 INFO [train.py:927] (3/8) Epoch 1, batch 7700, giga_loss[loss=0.3823, simple_loss=0.4238, pruned_loss=0.1704, over 12446.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05343, over 162.00 utterances.], tot_loss[loss=0.3648, simple_loss=0.4117, pruned_loss=0.159, over 2475521.37 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07154, over 23589.68 utterances.], libri_tot_loss[loss=0.4058, simple_loss=0.4886, pruned_loss=0.8043, over 2410026.35 frames. utt_duration=1312 frames, utt_pad_proportion=0.04719, over 7357.19 utterances.], giga_tot_loss[loss=0.3606, simple_loss=0.4098, pruned_loss=0.1558, over 2476849.16 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07187, over 25209.45 utterances.], batch size: 162, lr: 2.21e-03
2022-08-20 04:59:31,697 INFO [train.py:927] (3/8) Epoch 1, batch 7750, libri_loss[loss=0.3442, simple_loss=0.3595, pruned_loss=0.1644, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01053, over 28.00 utterances.], tot_loss[loss=0.362, simple_loss=0.4089, pruned_loss=0.1576, over 2475705.31 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06864, over 23148.78 utterances.], libri_tot_loss[loss=0.4058, simple_loss=0.4858, pruned_loss=0.78, over 2411935.33 frames. utt_duration=1306 frames, utt_pad_proportion=0.04729, over 7393.43 utterances.], giga_tot_loss[loss=0.3572, simple_loss=0.4071, pruned_loss=0.1537, over 2477406.23 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06933, over 25013.76 utterances.], batch size: 28, lr: 2.21e-03
2022-08-20 05:01:23,758 INFO [train.py:927] (3/8) Epoch 1, batch 7800, giga_loss[loss=0.3554, simple_loss=0.419, pruned_loss=0.1459, over 12403.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.3656, simple_loss=0.4127, pruned_loss=0.1592, over 2476191.44 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07319, over 24845.95 utterances.], libri_tot_loss[loss=0.4065, simple_loss=0.4852, pruned_loss=0.7716, over 2412694.50 frames. utt_duration=1291 frames, utt_pad_proportion=0.05122, over 7483.39 utterances.], giga_tot_loss[loss=0.3605, simple_loss=0.4108, pruned_loss=0.1552, over 2477721.07 frames. utt_duration=376 frames, utt_pad_proportion=0.07257, over 26463.70 utterances.], batch size: 146, lr: 2.20e-03
2022-08-20 05:03:34,840 INFO [train.py:927] (3/8) Epoch 1, batch 7850, giga_loss[loss=0.3305, simple_loss=0.3902, pruned_loss=0.1354, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02609, over 55.00 utterances.], tot_loss[loss=0.365, simple_loss=0.4123, pruned_loss=0.1588, over 2476709.32 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06992, over 24893.97 utterances.], libri_tot_loss[loss=0.4069, simple_loss=0.484, pruned_loss=0.7634, over 2413353.89 frames. utt_duration=1294 frames, utt_pad_proportion=0.0507, over 7468.27 utterances.], giga_tot_loss[loss=0.36, simple_loss=0.4108, pruned_loss=0.1546, over 2478181.30 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06981, over 26429.88 utterances.], batch size: 55, lr: 2.20e-03
2022-08-20 05:05:34,081 INFO [train.py:927] (3/8) Epoch 1, batch 7900, giga_loss[loss=0.3503, simple_loss=0.408, pruned_loss=0.1463, over 12450.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0352, over 105.00 utterances.], tot_loss[loss=0.3584, simple_loss=0.4085, pruned_loss=0.1541, over 2476386.94 frames. utt_duration=398 frames, utt_pad_proportion=0.06891, over 24976.68 utterances.], libri_tot_loss[loss=0.4061, simple_loss=0.4818, pruned_loss=0.7456, over 2414789.22 frames. utt_duration=1294 frames, utt_pad_proportion=0.05047, over 7472.94 utterances.], giga_tot_loss[loss=0.3539, simple_loss=0.4073, pruned_loss=0.1503, over 2477960.31 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06907, over 26662.53 utterances.], batch size: 105, lr: 2.19e-03
2022-08-20 05:07:44,277 INFO [train.py:927] (3/8) Epoch 1, batch 7950, giga_loss[loss=0.2778, simple_loss=0.3492, pruned_loss=0.1032, over 12305.00 frames. utt_duration=704.4 frames, utt_pad_proportion=0.0338, over 70.00 utterances.], tot_loss[loss=0.3542, simple_loss=0.4065, pruned_loss=0.151, over 2476589.07 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06917, over 24796.11 utterances.], libri_tot_loss[loss=0.4078, simple_loss=0.483, pruned_loss=0.7349, over 2415916.70 frames. utt_duration=1292 frames, utt_pad_proportion=0.05056, over 7488.12 utterances.], giga_tot_loss[loss=0.3484, simple_loss=0.4032, pruned_loss=0.1469, over 2477935.34 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06938, over 26426.00 utterances.], batch size: 70, lr: 2.19e-03
2022-08-20 05:09:36,524 INFO [train.py:927] (3/8) Epoch 1, batch 8000, giga_loss[loss=0.367, simple_loss=0.4181, pruned_loss=0.158, over 12397.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05993, over 182.00 utterances.], tot_loss[loss=0.3596, simple_loss=0.4068, pruned_loss=0.1562, over 2476953.11 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06795, over 25091.37 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4835, pruned_loss=0.7276, over 2417075.28 frames. utt_duration=1298 frames, utt_pad_proportion=0.04969, over 7455.26 utterances.], giga_tot_loss[loss=0.347, simple_loss=0.4019, pruned_loss=0.146, over 2478330.71 frames. utt_duration=371 frames, utt_pad_proportion=0.0685, over 26817.09 utterances.], batch size: 182, lr: 2.18e-03
2022-08-20 05:11:59,203 INFO [train.py:927] (3/8) Epoch 1, batch 8050, giga_loss[loss=0.2729, simple_loss=0.3391, pruned_loss=0.1034, over 12322.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02644, over 74.00 utterances.], tot_loss[loss=0.3638, simple_loss=0.4073, pruned_loss=0.1601, over 2476586.05 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07018, over 25507.86 utterances.], libri_tot_loss[loss=0.4217, simple_loss=0.4849, pruned_loss=0.7195, over 2418334.49 frames. utt_duration=1295 frames, utt_pad_proportion=0.0498, over 7480.61 utterances.], giga_tot_loss[loss=0.3468, simple_loss=0.4005, pruned_loss=0.1466, over 2477874.34 frames. utt_duration=364.8 frames, utt_pad_proportion=0.07061, over 27262.85 utterances.], batch size: 74, lr: 2.18e-03
2022-08-20 05:13:59,989 INFO [train.py:927] (3/8) Epoch 1, batch 8100, giga_loss[loss=0.3453, simple_loss=0.3932, pruned_loss=0.1487, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03674, over 113.00 utterances.], tot_loss[loss=0.3563, simple_loss=0.4001, pruned_loss=0.1562, over 2477021.69 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07045, over 25404.25 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.4839, pruned_loss=0.7088, over 2419474.57 frames. utt_duration=1295 frames, utt_pad_proportion=0.04909, over 7482.96 utterances.], giga_tot_loss[loss=0.342, simple_loss=0.3942, pruned_loss=0.1449, over 2478102.22 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07105, over 27114.85 utterances.], batch size: 113, lr: 2.17e-03
2022-08-20 05:16:00,119 INFO [train.py:927] (3/8) Epoch 1, batch 8150, giga_loss[loss=0.2975, simple_loss=0.3632, pruned_loss=0.1159, over 12403.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03644, over 113.00 utterances.], tot_loss[loss=0.349, simple_loss=0.3961, pruned_loss=0.151, over 2477655.38 frames. utt_duration=399 frames, utt_pad_proportion=0.068, over 24916.35 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.4811, pruned_loss=0.6946, over 2420906.23 frames. utt_duration=1297 frames, utt_pad_proportion=0.0483, over 7475.01 utterances.], giga_tot_loss[loss=0.338, simple_loss=0.3919, pruned_loss=0.1421, over 2478508.06 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06896, over 26699.60 utterances.], batch size: 113, lr: 2.17e-03
2022-08-20 05:18:06,337 INFO [train.py:927] (3/8) Epoch 1, batch 8200, giga_loss[loss=0.2942, simple_loss=0.3308, pruned_loss=0.1288, over 12364.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1805, over 358.00 utterances.], tot_loss[loss=0.3418, simple_loss=0.392, pruned_loss=0.1458, over 2477607.98 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06961, over 25060.87 utterances.], libri_tot_loss[loss=0.4202, simple_loss=0.4818, pruned_loss=0.6925, over 2421111.69 frames. utt_duration=1297 frames, utt_pad_proportion=0.0481, over 7473.64 utterances.], giga_tot_loss[loss=0.332, simple_loss=0.3877, pruned_loss=0.1382, over 2478347.13 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07036, over 26538.13 utterances.], batch size: 358, lr: 2.16e-03
2022-08-20 05:20:09,788 INFO [train.py:927] (3/8) Epoch 1, batch 8250, giga_loss[loss=0.2772, simple_loss=0.3391, pruned_loss=0.1077, over 12364.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04444, over 37.00 utterances.], tot_loss[loss=0.3417, simple_loss=0.3908, pruned_loss=0.1463, over 2477965.44 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06666, over 24410.28 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.483, pruned_loss=0.6845, over 2422080.99 frames. utt_duration=1299 frames, utt_pad_proportion=0.04771, over 7469.06 utterances.], giga_tot_loss[loss=0.3299, simple_loss=0.3848, pruned_loss=0.1375, over 2478691.32 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06764, over 25908.87 utterances.], batch size: 37, lr: 2.16e-03
2022-08-20 05:22:42,953 INFO [train.py:927] (3/8) Epoch 1, batch 8300, giga_loss[loss=0.2878, simple_loss=0.343, pruned_loss=0.1163, over 12422.00 frames. utt_duration=307.3 frames, utt_pad_proportion=0.05724, over 162.00 utterances.], tot_loss[loss=0.3398, simple_loss=0.3879, pruned_loss=0.1458, over 2477320.21 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06583, over 24345.68 utterances.], libri_tot_loss[loss=0.4218, simple_loss=0.481, pruned_loss=0.6715, over 2423352.04 frames. utt_duration=1300 frames, utt_pad_proportion=0.04688, over 7465.35 utterances.], giga_tot_loss[loss=0.3297, simple_loss=0.3828, pruned_loss=0.1383, over 2477985.47 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06699, over 25905.53 utterances.], batch size: 162, lr: 2.16e-03
2022-08-20 05:24:51,242 INFO [train.py:927] (3/8) Epoch 1, batch 8350, giga_loss[loss=0.2597, simple_loss=0.3327, pruned_loss=0.09333, over 12408.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.333, simple_loss=0.3817, pruned_loss=0.1421, over 2476870.43 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07005, over 24391.51 utterances.], libri_tot_loss[loss=0.4202, simple_loss=0.4786, pruned_loss=0.6564, over 2424336.36 frames. utt_duration=1302 frames, utt_pad_proportion=0.04588, over 7459.47 utterances.], giga_tot_loss[loss=0.3241, simple_loss=0.3772, pruned_loss=0.1355, over 2477952.35 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07115, over 26102.18 utterances.], batch size: 133, lr: 2.15e-03
2022-08-20 05:26:52,798 INFO [train.py:927] (3/8) Epoch 1, batch 8400, giga_loss[loss=0.3577, simple_loss=0.4047, pruned_loss=0.1553, over 12467.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02718, over 80.00 utterances.], tot_loss[loss=0.3325, simple_loss=0.3806, pruned_loss=0.1422, over 2477275.96 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07233, over 24856.46 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4772, pruned_loss=0.6446, over 2425325.49 frames. utt_duration=1300 frames, utt_pad_proportion=0.04531, over 7469.01 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3761, pruned_loss=0.1359, over 2478420.76 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07336, over 26586.04 utterances.], batch size: 80, lr: 2.15e-03
2022-08-20 05:28:56,433 INFO [train.py:927] (3/8) Epoch 1, batch 8450, giga_loss[loss=0.3701, simple_loss=0.3917, pruned_loss=0.1742, over 12383.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07569, over 212.00 utterances.], tot_loss[loss=0.3325, simple_loss=0.3806, pruned_loss=0.1422, over 2477626.92 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07096, over 24900.85 utterances.], libri_tot_loss[loss=0.4193, simple_loss=0.4768, pruned_loss=0.6351, over 2426083.79 frames. utt_duration=1291 frames, utt_pad_proportion=0.04947, over 7525.41 utterances.], giga_tot_loss[loss=0.3245, simple_loss=0.3756, pruned_loss=0.1366, over 2478787.77 frames. utt_duration=374.9 frames, utt_pad_proportion=0.07099, over 26531.15 utterances.], batch size: 212, lr: 2.14e-03
2022-08-20 05:31:01,768 INFO [train.py:927] (3/8) Epoch 1, batch 8500, giga_loss[loss=0.344, simple_loss=0.3931, pruned_loss=0.1474, over 12405.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03507, over 75.00 utterances.], tot_loss[loss=0.3363, simple_loss=0.3805, pruned_loss=0.1461, over 2477791.79 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07257, over 25121.74 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4762, pruned_loss=0.6313, over 2426591.20 frames. utt_duration=1288 frames, utt_pad_proportion=0.04975, over 7545.28 utterances.], giga_tot_loss[loss=0.3261, simple_loss=0.3757, pruned_loss=0.1383, over 2478969.23 frames. utt_duration=373.4 frames, utt_pad_proportion=0.07256, over 26637.42 utterances.], batch size: 75, lr: 2.14e-03
2022-08-20 05:33:19,377 INFO [train.py:927] (3/8) Epoch 1, batch 8550, giga_loss[loss=0.305, simple_loss=0.3685, pruned_loss=0.1208, over 12354.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04218, over 113.00 utterances.], tot_loss[loss=0.3351, simple_loss=0.3805, pruned_loss=0.1448, over 2477565.71 frames. utt_duration=397.4 frames, utt_pad_proportion=0.07257, over 25015.61 utterances.], libri_tot_loss[loss=0.4215, simple_loss=0.475, pruned_loss=0.6245, over 2427044.44 frames. utt_duration=1290 frames, utt_pad_proportion=0.04958, over 7532.16 utterances.], giga_tot_loss[loss=0.3265, simple_loss=0.3765, pruned_loss=0.1383, over 2478766.21 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07268, over 26458.05 utterances.], batch size: 113, lr: 2.13e-03
2022-08-20 05:35:33,504 INFO [train.py:927] (3/8) Epoch 1, batch 8600, giga_loss[loss=0.272, simple_loss=0.3289, pruned_loss=0.1075, over 12355.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.027, over 66.00 utterances.], tot_loss[loss=0.3318, simple_loss=0.377, pruned_loss=0.1432, over 2477154.37 frames. utt_duration=398.2 frames, utt_pad_proportion=0.0711, over 24958.77 utterances.], libri_tot_loss[loss=0.4226, simple_loss=0.4753, pruned_loss=0.6188, over 2427683.41 frames. utt_duration=1291 frames, utt_pad_proportion=0.04897, over 7528.21 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3723, pruned_loss=0.1365, over 2478205.53 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07147, over 26338.72 utterances.], batch size: 66, lr: 2.13e-03
2022-08-20 05:37:28,166 INFO [train.py:927] (3/8) Epoch 1, batch 8650, giga_loss[loss=0.364, simple_loss=0.4012, pruned_loss=0.1634, over 12358.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03265, over 97.00 utterances.], tot_loss[loss=0.333, simple_loss=0.3798, pruned_loss=0.1431, over 2477678.93 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07258, over 24980.59 utterances.], libri_tot_loss[loss=0.4265, simple_loss=0.4797, pruned_loss=0.6053, over 2429261.22 frames. utt_duration=1270 frames, utt_pad_proportion=0.0561, over 7662.59 utterances.], giga_tot_loss[loss=0.3193, simple_loss=0.3689, pruned_loss=0.1348, over 2478638.73 frames. utt_duration=375.5 frames, utt_pad_proportion=0.0711, over 26483.15 utterances.], batch size: 97, lr: 2.12e-03
2022-08-20 05:39:25,987 INFO [train.py:927] (3/8) Epoch 1, batch 8700, giga_loss[loss=0.261, simple_loss=0.3101, pruned_loss=0.1059, over 12379.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1718, over 355.00 utterances.], tot_loss[loss=0.3315, simple_loss=0.3789, pruned_loss=0.1421, over 2478034.56 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07193, over 25351.91 utterances.], libri_tot_loss[loss=0.4258, simple_loss=0.4789, pruned_loss=0.5944, over 2430295.93 frames. utt_duration=1270 frames, utt_pad_proportion=0.05507, over 7663.11 utterances.], giga_tot_loss[loss=0.3192, simple_loss=0.3688, pruned_loss=0.1348, over 2478976.33 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07117, over 26938.79 utterances.], batch size: 355, lr: 2.12e-03
2022-08-20 05:41:31,783 INFO [train.py:927] (3/8) Epoch 1, batch 8750, giga_loss[loss=0.2846, simple_loss=0.3431, pruned_loss=0.113, over 12376.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02903, over 85.00 utterances.], tot_loss[loss=0.3241, simple_loss=0.3736, pruned_loss=0.1373, over 2477944.28 frames. utt_duration=389.8 frames, utt_pad_proportion=0.0724, over 25508.27 utterances.], libri_tot_loss[loss=0.4246, simple_loss=0.4774, pruned_loss=0.5858, over 2430730.01 frames. utt_duration=1274 frames, utt_pad_proportion=0.05438, over 7641.98 utterances.], giga_tot_loss[loss=0.3137, simple_loss=0.3651, pruned_loss=0.1311, over 2479140.38 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07203, over 27095.08 utterances.], batch size: 85, lr: 2.11e-03
2022-08-20 05:43:48,608 INFO [train.py:927] (3/8) Epoch 1, batch 8800, giga_loss[loss=0.2807, simple_loss=0.344, pruned_loss=0.1087, over 12470.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02414, over 80.00 utterances.], tot_loss[loss=0.3201, simple_loss=0.3704, pruned_loss=0.1349, over 2477922.86 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06777, over 24169.12 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.4736, pruned_loss=0.5685, over 2432080.85 frames. utt_duration=1266 frames, utt_pad_proportion=0.05678, over 7690.82 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3631, pruned_loss=0.1293, over 2479344.07 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06731, over 26018.85 utterances.], batch size: 80, lr: 2.11e-03
2022-08-20 05:45:50,730 INFO [train.py:927] (3/8) Epoch 1, batch 8850, giga_loss[loss=0.3321, simple_loss=0.381, pruned_loss=0.1416, over 12323.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02878, over 74.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3746, pruned_loss=0.138, over 2478137.05 frames. utt_duration=408.6 frames, utt_pad_proportion=0.0679, over 24330.38 utterances.], libri_tot_loss[loss=0.4266, simple_loss=0.4775, pruned_loss=0.5642, over 2432602.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.0569, over 7698.71 utterances.], giga_tot_loss[loss=0.311, simple_loss=0.3631, pruned_loss=0.1294, over 2479650.25 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06761, over 26107.67 utterances.], batch size: 74, lr: 2.10e-03
2022-08-20 05:47:49,874 INFO [train.py:927] (3/8) Epoch 1, batch 8900, giga_loss[loss=0.3197, simple_loss=0.3615, pruned_loss=0.139, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.3315, simple_loss=0.3792, pruned_loss=0.1419, over 2478433.44 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07301, over 25243.81 utterances.], libri_tot_loss[loss=0.4324, simple_loss=0.4817, pruned_loss=0.5584, over 2433391.79 frames. utt_duration=1243 frames, utt_pad_proportion=0.06455, over 7841.34 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3639, pruned_loss=0.1306, over 2479938.28 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07049, over 26908.46 utterances.], batch size: 133, lr: 2.10e-03
2022-08-20 05:49:51,444 INFO [train.py:927] (3/8) Epoch 1, batch 8950, giga_loss[loss=0.2738, simple_loss=0.313, pruned_loss=0.1173, over 12347.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1809, over 358.00 utterances.], tot_loss[loss=0.331, simple_loss=0.3796, pruned_loss=0.1412, over 2478708.09 frames. utt_duration=392.9 frames, utt_pad_proportion=0.07185, over 25309.62 utterances.], libri_tot_loss[loss=0.4322, simple_loss=0.4803, pruned_loss=0.546, over 2435187.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.06282, over 7834.86 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3654, pruned_loss=0.1303, over 2479711.73 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07039, over 27168.78 utterances.], batch size: 358, lr: 2.10e-03
2022-08-20 05:51:47,624 INFO [train.py:927] (3/8) Epoch 1, batch 9000, giga_loss[loss=0.3073, simple_loss=0.3634, pruned_loss=0.1256, over 12416.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04985, over 147.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3759, pruned_loss=0.1374, over 2477896.14 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06837, over 24810.04 utterances.], libri_tot_loss[loss=0.4285, simple_loss=0.4766, pruned_loss=0.5318, over 2436147.31 frames. utt_duration=1250 frames, utt_pad_proportion=0.06115, over 7803.20 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3646, pruned_loss=0.1286, over 2479165.56 frames. utt_duration=370.2 frames, utt_pad_proportion=0.06789, over 26877.12 utterances.], batch size: 147, lr: 2.09e-03
2022-08-20 05:51:47,625 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 05:52:01,406 INFO [train.py:967] (3/8) 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] (3/8) Epoch 1, batch 9050, giga_loss[loss=0.3075, simple_loss=0.3663, pruned_loss=0.1244, over 12378.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02791, over 91.00 utterances.], tot_loss[loss=0.3204, simple_loss=0.3719, pruned_loss=0.1345, over 2477744.66 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07053, over 24947.47 utterances.], libri_tot_loss[loss=0.4274, simple_loss=0.4749, pruned_loss=0.523, over 2436962.71 frames. utt_duration=1240 frames, utt_pad_proportion=0.06456, over 7871.47 utterances.], giga_tot_loss[loss=0.3073, simple_loss=0.362, pruned_loss=0.1263, over 2478946.08 frames. utt_duration=369.4 frames, utt_pad_proportion=0.06911, over 26934.44 utterances.], batch size: 91, lr: 2.09e-03
2022-08-20 05:56:06,505 INFO [train.py:927] (3/8) Epoch 1, batch 9100, giga_loss[loss=0.3491, simple_loss=0.4002, pruned_loss=0.1489, over 12438.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03197, over 80.00 utterances.], tot_loss[loss=0.317, simple_loss=0.369, pruned_loss=0.1325, over 2477533.49 frames. utt_duration=400 frames, utt_pad_proportion=0.06776, over 24852.07 utterances.], libri_tot_loss[loss=0.4257, simple_loss=0.4731, pruned_loss=0.5138, over 2437763.58 frames. utt_duration=1246 frames, utt_pad_proportion=0.0634, over 7833.04 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3603, pruned_loss=0.1254, over 2478695.02 frames. utt_duration=370.4 frames, utt_pad_proportion=0.06713, over 26858.18 utterances.], batch size: 80, lr: 2.08e-03
2022-08-20 05:58:13,868 INFO [train.py:927] (3/8) Epoch 1, batch 9150, giga_loss[loss=0.3085, simple_loss=0.3605, pruned_loss=0.1283, over 12473.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03392, over 98.00 utterances.], tot_loss[loss=0.3165, simple_loss=0.3688, pruned_loss=0.1321, over 2477447.39 frames. utt_duration=404.6 frames, utt_pad_proportion=0.0683, over 24568.79 utterances.], libri_tot_loss[loss=0.4229, simple_loss=0.47, pruned_loss=0.4997, over 2439072.27 frames. utt_duration=1251 frames, utt_pad_proportion=0.06158, over 7809.27 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3607, pruned_loss=0.1255, over 2478617.08 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06833, over 26828.38 utterances.], batch size: 98, lr: 2.08e-03
2022-08-20 06:00:14,852 INFO [train.py:927] (3/8) Epoch 1, batch 9200, giga_loss[loss=0.3695, simple_loss=0.41, pruned_loss=0.1645, over 12351.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.319, simple_loss=0.3713, pruned_loss=0.1333, over 2477017.48 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06373, over 23337.66 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4692, pruned_loss=0.4931, over 2439404.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.06084, over 7775.39 utterances.], giga_tot_loss[loss=0.3092, simple_loss=0.3639, pruned_loss=0.1273, over 2478336.21 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06433, over 25450.76 utterances.], batch size: 91, lr: 2.07e-03
2022-08-20 06:02:20,160 INFO [train.py:927] (3/8) Epoch 1, batch 9250, libri_loss[loss=0.7357, simple_loss=0.4631, pruned_loss=0.5042, over 12465.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004547, over 32.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3773, pruned_loss=0.1398, over 2477377.31 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06633, over 23683.33 utterances.], libri_tot_loss[loss=0.4269, simple_loss=0.4713, pruned_loss=0.4906, over 2440111.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.06428, over 7846.74 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3677, pruned_loss=0.1307, over 2478445.53 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06577, over 25595.61 utterances.], batch size: 32, lr: 2.07e-03
2022-08-20 06:04:32,860 INFO [train.py:927] (3/8) Epoch 1, batch 9300, giga_loss[loss=0.2859, simple_loss=0.3534, pruned_loss=0.1092, over 12346.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.3296, simple_loss=0.3777, pruned_loss=0.1407, over 2477428.92 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06751, over 23875.13 utterances.], libri_tot_loss[loss=0.4293, simple_loss=0.4726, pruned_loss=0.4864, over 2440661.67 frames. utt_duration=1236 frames, utt_pad_proportion=0.06676, over 7907.87 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3672, pruned_loss=0.1309, over 2478460.20 frames. utt_duration=388 frames, utt_pad_proportion=0.06628, over 25633.55 utterances.], batch size: 62, lr: 2.06e-03
2022-08-20 06:06:34,305 INFO [train.py:927] (3/8) Epoch 1, batch 9350, giga_loss[loss=0.3451, simple_loss=0.3833, pruned_loss=0.1534, over 12439.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3779, pruned_loss=0.1404, over 2477960.93 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06619, over 24138.61 utterances.], libri_tot_loss[loss=0.4278, simple_loss=0.4711, pruned_loss=0.4739, over 2442005.18 frames. utt_duration=1233 frames, utt_pad_proportion=0.06555, over 7929.38 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.3672, pruned_loss=0.1313, over 2478898.53 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0656, over 26145.86 utterances.], batch size: 161, lr: 2.06e-03
2022-08-20 06:08:41,467 INFO [train.py:927] (3/8) Epoch 1, batch 9400, giga_loss[loss=0.2551, simple_loss=0.3034, pruned_loss=0.1035, over 12373.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1803, over 358.00 utterances.], tot_loss[loss=0.3232, simple_loss=0.3729, pruned_loss=0.1368, over 2477620.66 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07058, over 24817.37 utterances.], libri_tot_loss[loss=0.427, simple_loss=0.4706, pruned_loss=0.4705, over 2441993.76 frames. utt_duration=1236 frames, utt_pad_proportion=0.06507, over 7914.13 utterances.], giga_tot_loss[loss=0.3116, simple_loss=0.364, pruned_loss=0.1296, over 2478715.90 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07, over 26572.05 utterances.], batch size: 358, lr: 2.06e-03
2022-08-20 06:10:46,809 INFO [train.py:927] (3/8) Epoch 1, batch 9450, giga_loss[loss=0.3497, simple_loss=0.4054, pruned_loss=0.1469, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03202, over 40.00 utterances.], tot_loss[loss=0.317, simple_loss=0.3705, pruned_loss=0.1318, over 2477208.26 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07048, over 24098.71 utterances.], libri_tot_loss[loss=0.4268, simple_loss=0.471, pruned_loss=0.4646, over 2442618.82 frames. utt_duration=1226 frames, utt_pad_proportion=0.0685, over 7976.60 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.3615, pruned_loss=0.1255, over 2478147.35 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06916, over 25719.10 utterances.], batch size: 40, lr: 2.05e-03
2022-08-20 06:12:38,891 INFO [train.py:927] (3/8) Epoch 1, batch 9500, giga_loss[loss=0.3226, simple_loss=0.3789, pruned_loss=0.1331, over 12440.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04135, over 146.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.3776, pruned_loss=0.132, over 2476647.59 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07135, over 23533.46 utterances.], libri_tot_loss[loss=0.4304, simple_loss=0.4758, pruned_loss=0.4562, over 2443506.52 frames. utt_duration=1196 frames, utt_pad_proportion=0.07701, over 8183.68 utterances.], giga_tot_loss[loss=0.3054, simple_loss=0.3628, pruned_loss=0.124, over 2477659.16 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06798, over 25148.51 utterances.], batch size: 146, lr: 2.05e-03
2022-08-20 06:14:49,643 INFO [train.py:927] (3/8) Epoch 1, batch 9550, giga_loss[loss=0.3402, simple_loss=0.389, pruned_loss=0.1457, over 12416.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.3202, simple_loss=0.3767, pruned_loss=0.1319, over 2477569.15 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07034, over 24346.07 utterances.], libri_tot_loss[loss=0.4298, simple_loss=0.4753, pruned_loss=0.4505, over 2444322.38 frames. utt_duration=1198 frames, utt_pad_proportion=0.07576, over 8172.09 utterances.], giga_tot_loss[loss=0.3066, simple_loss=0.3637, pruned_loss=0.1248, over 2478237.87 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06815, over 25914.56 utterances.], batch size: 80, lr: 2.04e-03
2022-08-20 06:17:05,727 INFO [train.py:927] (3/8) Epoch 1, batch 9600, giga_loss[loss=0.2785, simple_loss=0.3167, pruned_loss=0.1202, over 12359.00 frames. utt_duration=142.1 frames, utt_pad_proportion=0.1642, over 351.00 utterances.], tot_loss[loss=0.3189, simple_loss=0.3746, pruned_loss=0.1316, over 2477667.16 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06906, over 25140.70 utterances.], libri_tot_loss[loss=0.4285, simple_loss=0.4731, pruned_loss=0.4414, over 2445218.12 frames. utt_duration=1205 frames, utt_pad_proportion=0.07381, over 8129.66 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.3631, pruned_loss=0.1242, over 2478423.63 frames. utt_duration=368.9 frames, utt_pad_proportion=0.06792, over 26961.19 utterances.], batch size: 351, lr: 2.04e-03
2022-08-20 06:19:22,733 INFO [train.py:927] (3/8) Epoch 1, batch 9650, giga_loss[loss=0.2939, simple_loss=0.3713, pruned_loss=0.1083, over 12292.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02606, over 54.00 utterances.], tot_loss[loss=0.3191, simple_loss=0.3743, pruned_loss=0.1319, over 2477719.45 frames. utt_duration=395 frames, utt_pad_proportion=0.06946, over 25166.05 utterances.], libri_tot_loss[loss=0.4274, simple_loss=0.4711, pruned_loss=0.4338, over 2446235.47 frames. utt_duration=1197 frames, utt_pad_proportion=0.07675, over 8187.57 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3641, pruned_loss=0.1245, over 2478273.96 frames. utt_duration=368.1 frames, utt_pad_proportion=0.06759, over 27019.98 utterances.], batch size: 54, lr: 2.03e-03
2022-08-20 06:21:45,476 INFO [train.py:927] (3/8) Epoch 1, batch 9700, giga_loss[loss=0.3097, simple_loss=0.3685, pruned_loss=0.1255, over 12407.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.03717, over 161.00 utterances.], tot_loss[loss=0.3184, simple_loss=0.3738, pruned_loss=0.1315, over 2478275.17 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06829, over 25130.88 utterances.], libri_tot_loss[loss=0.4266, simple_loss=0.4705, pruned_loss=0.4309, over 2446512.83 frames. utt_duration=1198 frames, utt_pad_proportion=0.07615, over 8176.74 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3655, pruned_loss=0.1255, over 2478733.17 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06703, over 26744.72 utterances.], batch size: 161, lr: 2.03e-03
2022-08-20 06:23:58,849 INFO [train.py:927] (3/8) Epoch 1, batch 9750, giga_loss[loss=0.3042, simple_loss=0.3661, pruned_loss=0.1212, over 12377.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.03535, over 132.00 utterances.], tot_loss[loss=0.3179, simple_loss=0.3737, pruned_loss=0.1311, over 2477468.50 frames. utt_duration=404 frames, utt_pad_proportion=0.06883, over 24603.19 utterances.], libri_tot_loss[loss=0.427, simple_loss=0.4709, pruned_loss=0.4216, over 2447056.27 frames. utt_duration=1191 frames, utt_pad_proportion=0.07834, over 8225.65 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.3634, pruned_loss=0.1241, over 2478453.12 frames. utt_duration=376 frames, utt_pad_proportion=0.06701, over 26445.40 utterances.], batch size: 132, lr: 2.03e-03
2022-08-20 06:26:00,485 INFO [train.py:927] (3/8) Epoch 1, batch 9800, giga_loss[loss=0.2913, simple_loss=0.358, pruned_loss=0.1123, over 12428.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06214, over 183.00 utterances.], tot_loss[loss=0.3141, simple_loss=0.3708, pruned_loss=0.1287, over 2477700.72 frames. utt_duration=407 frames, utt_pad_proportion=0.0675, over 24422.51 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.468, pruned_loss=0.4121, over 2447905.00 frames. utt_duration=1191 frames, utt_pad_proportion=0.07777, over 8234.22 utterances.], giga_tot_loss[loss=0.3034, simple_loss=0.362, pruned_loss=0.1224, over 2478699.58 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06618, over 26436.07 utterances.], batch size: 183, lr: 2.02e-03
2022-08-20 06:27:55,577 INFO [train.py:927] (3/8) Epoch 1, batch 9850, giga_loss[loss=0.2842, simple_loss=0.3437, pruned_loss=0.1124, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0285, over 45.00 utterances.], tot_loss[loss=0.3146, simple_loss=0.3713, pruned_loss=0.129, over 2477977.33 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06645, over 24286.97 utterances.], libri_tot_loss[loss=0.4219, simple_loss=0.4658, pruned_loss=0.4054, over 2448616.13 frames. utt_duration=1195 frames, utt_pad_proportion=0.07626, over 8204.65 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.364, pruned_loss=0.1236, over 2478806.64 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06582, over 26269.16 utterances.], batch size: 45, lr: 2.02e-03
2022-08-20 06:29:45,054 INFO [train.py:927] (3/8) Epoch 1, batch 9900, giga_loss[loss=0.3016, simple_loss=0.3476, pruned_loss=0.1278, over 12407.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05188, over 161.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3674, pruned_loss=0.1274, over 2477232.18 frames. utt_duration=421 frames, utt_pad_proportion=0.06426, over 23605.30 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4638, pruned_loss=0.3991, over 2449280.06 frames. utt_duration=1197 frames, utt_pad_proportion=0.075, over 8191.67 utterances.], giga_tot_loss[loss=0.303, simple_loss=0.3612, pruned_loss=0.1224, over 2477913.77 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06418, over 25549.86 utterances.], batch size: 161, lr: 2.01e-03
2022-08-20 06:31:40,504 INFO [train.py:927] (3/8) Epoch 1, batch 9950, giga_loss[loss=0.3496, simple_loss=0.3869, pruned_loss=0.1562, over 12379.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05331, over 161.00 utterances.], tot_loss[loss=0.3161, simple_loss=0.3703, pruned_loss=0.131, over 2476206.38 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06635, over 23180.74 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.4631, pruned_loss=0.3964, over 2449443.24 frames. utt_duration=1201 frames, utt_pad_proportion=0.07415, over 8170.93 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3647, pruned_loss=0.1259, over 2476967.64 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06636, over 24937.40 utterances.], batch size: 161, lr: 2.01e-03
2022-08-20 06:33:22,722 INFO [train.py:927] (3/8) Epoch 1, batch 10000, libri_loss[loss=0.2829, simple_loss=0.337, pruned_loss=0.1144, over 12199.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01049, over 29.00 utterances.], tot_loss[loss=0.3336, simple_loss=0.3815, pruned_loss=0.1428, over 2475261.42 frames. utt_duration=450.5 frames, utt_pad_proportion=0.06662, over 22040.96 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.4611, pruned_loss=0.3905, over 2449920.35 frames. utt_duration=1206 frames, utt_pad_proportion=0.07282, over 8135.00 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3757, pruned_loss=0.1349, over 2476407.78 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0669, over 24012.03 utterances.], batch size: 29, lr: 2.01e-03
2022-08-20 06:35:14,253 INFO [train.py:927] (3/8) Epoch 1, batch 10050, giga_loss[loss=0.2579, simple_loss=0.3161, pruned_loss=0.09982, over 12450.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.3336, simple_loss=0.3804, pruned_loss=0.1434, over 2475115.51 frames. utt_duration=464.8 frames, utt_pad_proportion=0.0661, over 21361.08 utterances.], libri_tot_loss[loss=0.4181, simple_loss=0.458, pruned_loss=0.3808, over 2450890.11 frames. utt_duration=1211 frames, utt_pad_proportion=0.07089, over 8103.16 utterances.], giga_tot_loss[loss=0.3247, simple_loss=0.3757, pruned_loss=0.1368, over 2476080.36 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06691, over 23461.96 utterances.], batch size: 75, lr: 2.00e-03
2022-08-20 06:36:59,459 INFO [train.py:927] (3/8) Epoch 1, batch 10100, giga_loss[loss=0.2846, simple_loss=0.3273, pruned_loss=0.1209, over 12431.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03415, over 123.00 utterances.], tot_loss[loss=0.3232, simple_loss=0.3708, pruned_loss=0.1378, over 2474743.09 frames. utt_duration=485 frames, utt_pad_proportion=0.06552, over 20466.19 utterances.], libri_tot_loss[loss=0.4164, simple_loss=0.4562, pruned_loss=0.3753, over 2450907.76 frames. utt_duration=1216 frames, utt_pad_proportion=0.06962, over 8069.02 utterances.], giga_tot_loss[loss=0.3157, simple_loss=0.3669, pruned_loss=0.1322, over 2475996.24 frames. utt_duration=442.6 frames, utt_pad_proportion=0.06659, over 22442.59 utterances.], batch size: 123, lr: 2.00e-03
2022-08-20 06:38:40,307 INFO [train.py:927] (3/8) Epoch 1, batch 10150, giga_loss[loss=0.2433, simple_loss=0.2836, pruned_loss=0.1015, over 12353.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1931, over 364.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3595, pruned_loss=0.1314, over 2474123.03 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06761, over 20246.19 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4531, pruned_loss=0.368, over 2450939.81 frames. utt_duration=1225 frames, utt_pad_proportion=0.0682, over 8010.70 utterances.], giga_tot_loss[loss=0.3054, simple_loss=0.3568, pruned_loss=0.1271, over 2475705.31 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0687, over 22191.43 utterances.], batch size: 364, lr: 1.99e-03
2022-08-20 06:40:22,821 INFO [train.py:927] (3/8) Epoch 1, batch 10200, giga_loss[loss=0.2586, simple_loss=0.3185, pruned_loss=0.09932, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02582, over 48.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3615, pruned_loss=0.1298, over 2474562.23 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07008, over 20212.32 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4584, pruned_loss=0.3605, over 2451889.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.06612, over 7973.11 utterances.], giga_tot_loss[loss=0.2998, simple_loss=0.3509, pruned_loss=0.1244, over 2475807.69 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07148, over 22279.42 utterances.], batch size: 48, lr: 1.99e-03
2022-08-20 06:42:02,652 INFO [train.py:927] (3/8) Epoch 1, batch 10250, giga_loss[loss=0.2684, simple_loss=0.3158, pruned_loss=0.1105, over 12377.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0699, over 211.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3545, pruned_loss=0.1265, over 2474873.75 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07216, over 20299.41 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.4565, pruned_loss=0.3544, over 2452682.22 frames. utt_duration=1238 frames, utt_pad_proportion=0.06464, over 7933.43 utterances.], giga_tot_loss[loss=0.2938, simple_loss=0.3449, pruned_loss=0.1214, over 2475768.66 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07367, over 22342.00 utterances.], batch size: 211, lr: 1.99e-03
2022-08-20 06:43:45,404 INFO [train.py:927] (3/8) Epoch 1, batch 10300, giga_loss[loss=0.2515, simple_loss=0.304, pruned_loss=0.09952, over 12430.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04133, over 146.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3455, pruned_loss=0.1215, over 2475286.83 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07023, over 20082.09 utterances.], libri_tot_loss[loss=0.4134, simple_loss=0.456, pruned_loss=0.3527, over 2452997.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.06424, over 7943.06 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3375, pruned_loss=0.1169, over 2475916.52 frames. utt_duration=456 frames, utt_pad_proportion=0.07175, over 21789.04 utterances.], batch size: 146, lr: 1.98e-03
2022-08-20 06:45:27,349 INFO [train.py:927] (3/8) Epoch 1, batch 10350, libri_loss[loss=0.4525, simple_loss=0.4843, pruned_loss=0.2103, over 12383.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009724, over 38.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3387, pruned_loss=0.1175, over 2475160.55 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06732, over 19476.45 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.4547, pruned_loss=0.3484, over 2453467.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06373, over 7952.55 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3307, pruned_loss=0.1124, over 2475724.45 frames. utt_duration=470.9 frames, utt_pad_proportion=0.06898, over 21092.74 utterances.], batch size: 38, lr: 1.98e-03
2022-08-20 06:47:10,026 INFO [train.py:927] (3/8) Epoch 1, batch 10400, giga_loss[loss=0.231, simple_loss=0.2946, pruned_loss=0.08373, over 12260.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02605, over 54.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3338, pruned_loss=0.1151, over 2474564.14 frames. utt_duration=521 frames, utt_pad_proportion=0.0651, over 19052.61 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4559, pruned_loss=0.3462, over 2453824.63 frames. utt_duration=1237 frames, utt_pad_proportion=0.06285, over 7941.48 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3242, pruned_loss=0.1088, over 2475080.58 frames. utt_duration=483.2 frames, utt_pad_proportion=0.06691, over 20552.61 utterances.], batch size: 54, lr: 1.97e-03
2022-08-20 06:48:53,468 INFO [train.py:927] (3/8) Epoch 1, batch 10450, giga_loss[loss=0.2808, simple_loss=0.3387, pruned_loss=0.1114, over 12416.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03414, over 75.00 utterances.], tot_loss[loss=0.288, simple_loss=0.3377, pruned_loss=0.1191, over 2474455.84 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06905, over 19401.22 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4553, pruned_loss=0.3427, over 2454073.47 frames. utt_duration=1239 frames, utt_pad_proportion=0.06196, over 7933.91 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3278, pruned_loss=0.1121, over 2475121.52 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07061, over 20875.08 utterances.], batch size: 75, lr: 1.97e-03
2022-08-20 06:50:38,663 INFO [train.py:927] (3/8) Epoch 1, batch 10500, giga_loss[loss=0.4484, simple_loss=0.4703, pruned_loss=0.2132, over 12387.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05882, over 182.00 utterances.], tot_loss[loss=0.3086, simple_loss=0.3566, pruned_loss=0.1303, over 2473763.38 frames. utt_duration=504 frames, utt_pad_proportion=0.06732, over 19690.65 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4569, pruned_loss=0.3409, over 2453983.03 frames. utt_duration=1242 frames, utt_pad_proportion=0.0617, over 7910.63 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.3464, pruned_loss=0.1244, over 2474549.26 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06875, over 20978.00 utterances.], batch size: 182, lr: 1.97e-03
2022-08-20 06:52:22,287 INFO [train.py:927] (3/8) Epoch 1, batch 10550, giga_loss[loss=0.3469, simple_loss=0.4007, pruned_loss=0.1466, over 12421.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04227, over 146.00 utterances.], tot_loss[loss=0.3196, simple_loss=0.3669, pruned_loss=0.1361, over 2474226.86 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06438, over 19767.80 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4566, pruned_loss=0.3379, over 2454415.01 frames. utt_duration=1246 frames, utt_pad_proportion=0.06079, over 7891.57 utterances.], giga_tot_loss[loss=0.3092, simple_loss=0.3574, pruned_loss=0.1305, over 2474823.51 frames. utt_duration=472.5 frames, utt_pad_proportion=0.066, over 21014.73 utterances.], batch size: 146, lr: 1.96e-03
2022-08-20 06:54:04,116 INFO [train.py:927] (3/8) Epoch 1, batch 10600, libri_loss[loss=0.4108, simple_loss=0.4414, pruned_loss=0.1901, over 12465.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03153, over 46.00 utterances.], tot_loss[loss=0.3367, simple_loss=0.3796, pruned_loss=0.1469, over 2474019.54 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07056, over 20575.16 utterances.], libri_tot_loss[loss=0.424, simple_loss=0.4616, pruned_loss=0.3393, over 2454968.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.05945, over 7865.04 utterances.], giga_tot_loss[loss=0.318, simple_loss=0.3651, pruned_loss=0.1354, over 2474574.71 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07196, over 21976.72 utterances.], batch size: 46, lr: 1.96e-03
2022-08-20 06:55:48,106 INFO [train.py:927] (3/8) Epoch 1, batch 10650, giga_loss[loss=0.3063, simple_loss=0.364, pruned_loss=0.1243, over 12454.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03803, over 31.00 utterances.], tot_loss[loss=0.3373, simple_loss=0.3809, pruned_loss=0.1468, over 2474270.58 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06555, over 19822.84 utterances.], libri_tot_loss[loss=0.4228, simple_loss=0.4604, pruned_loss=0.3364, over 2455190.85 frames. utt_duration=1252 frames, utt_pad_proportion=0.05876, over 7855.13 utterances.], giga_tot_loss[loss=0.3224, simple_loss=0.3694, pruned_loss=0.1377, over 2474765.50 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06726, over 21105.40 utterances.], batch size: 31, lr: 1.96e-03
2022-08-20 06:57:32,715 INFO [train.py:927] (3/8) Epoch 1, batch 10700, giga_loss[loss=0.3088, simple_loss=0.3585, pruned_loss=0.1295, over 12330.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.0345, over 58.00 utterances.], tot_loss[loss=0.3381, simple_loss=0.383, pruned_loss=0.1466, over 2474336.55 frames. utt_duration=515.2 frames, utt_pad_proportion=0.0646, over 19267.60 utterances.], libri_tot_loss[loss=0.4212, simple_loss=0.459, pruned_loss=0.3334, over 2455428.37 frames. utt_duration=1254 frames, utt_pad_proportion=0.05808, over 7839.37 utterances.], giga_tot_loss[loss=0.3266, simple_loss=0.3742, pruned_loss=0.1395, over 2474769.64 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06631, over 20453.49 utterances.], batch size: 58, lr: 1.95e-03
2022-08-20 06:59:16,123 INFO [train.py:927] (3/8) Epoch 1, batch 10750, giga_loss[loss=0.3334, simple_loss=0.3913, pruned_loss=0.1378, over 12369.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04077, over 113.00 utterances.], tot_loss[loss=0.3367, simple_loss=0.3836, pruned_loss=0.1449, over 2474376.84 frames. utt_duration=530 frames, utt_pad_proportion=0.06278, over 18726.68 utterances.], libri_tot_loss[loss=0.4199, simple_loss=0.4579, pruned_loss=0.3305, over 2455731.92 frames. utt_duration=1255 frames, utt_pad_proportion=0.05767, over 7838.70 utterances.], giga_tot_loss[loss=0.3278, simple_loss=0.3766, pruned_loss=0.1395, over 2474694.43 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06445, over 19810.76 utterances.], batch size: 113, lr: 1.95e-03
2022-08-20 07:00:57,537 INFO [train.py:927] (3/8) Epoch 1, batch 10800, giga_loss[loss=0.3052, simple_loss=0.3688, pruned_loss=0.1208, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02907, over 55.00 utterances.], tot_loss[loss=0.337, simple_loss=0.3866, pruned_loss=0.1437, over 2474484.98 frames. utt_duration=552.8 frames, utt_pad_proportion=0.0591, over 17954.50 utterances.], libri_tot_loss[loss=0.4186, simple_loss=0.4579, pruned_loss=0.3237, over 2456272.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.05766, over 7847.84 utterances.], giga_tot_loss[loss=0.3278, simple_loss=0.3783, pruned_loss=0.1387, over 2474940.64 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06075, over 19211.30 utterances.], batch size: 55, lr: 1.94e-03
2022-08-20 07:02:41,017 INFO [train.py:927] (3/8) Epoch 1, batch 10850, giga_loss[loss=0.3935, simple_loss=0.4204, pruned_loss=0.1833, over 12376.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05017, over 161.00 utterances.], tot_loss[loss=0.336, simple_loss=0.3875, pruned_loss=0.1422, over 2474031.74 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06288, over 17755.78 utterances.], libri_tot_loss[loss=0.4181, simple_loss=0.4582, pruned_loss=0.3177, over 2456690.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.06073, over 7903.91 utterances.], giga_tot_loss[loss=0.3262, simple_loss=0.3781, pruned_loss=0.1372, over 2474674.02 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06277, over 19072.84 utterances.], batch size: 161, lr: 1.94e-03
2022-08-20 07:04:26,346 INFO [train.py:927] (3/8) Epoch 1, batch 10900, giga_loss[loss=0.3755, simple_loss=0.4073, pruned_loss=0.1718, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03805, over 123.00 utterances.], tot_loss[loss=0.3409, simple_loss=0.3889, pruned_loss=0.1465, over 2472809.01 frames. utt_duration=566 frames, utt_pad_proportion=0.06028, over 17522.01 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.457, pruned_loss=0.3145, over 2456812.46 frames. utt_duration=1246 frames, utt_pad_proportion=0.05982, over 7893.96 utterances.], giga_tot_loss[loss=0.3329, simple_loss=0.3812, pruned_loss=0.1422, over 2473508.67 frames. utt_duration=529.2 frames, utt_pad_proportion=0.0607, over 18750.57 utterances.], batch size: 123, lr: 1.94e-03
2022-08-20 07:06:12,239 INFO [train.py:927] (3/8) Epoch 1, batch 10950, giga_loss[loss=0.3224, simple_loss=0.3685, pruned_loss=0.1381, over 12334.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.0312, over 51.00 utterances.], tot_loss[loss=0.3412, simple_loss=0.3871, pruned_loss=0.1476, over 2473355.85 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06, over 17453.41 utterances.], libri_tot_loss[loss=0.4143, simple_loss=0.4544, pruned_loss=0.3102, over 2457154.79 frames. utt_duration=1255 frames, utt_pad_proportion=0.05897, over 7843.12 utterances.], giga_tot_loss[loss=0.3352, simple_loss=0.3817, pruned_loss=0.1443, over 2473970.58 frames. utt_duration=531 frames, utt_pad_proportion=0.06069, over 18689.35 utterances.], batch size: 51, lr: 1.93e-03
2022-08-20 07:07:57,356 INFO [train.py:927] (3/8) Epoch 1, batch 11000, giga_loss[loss=0.2922, simple_loss=0.356, pruned_loss=0.1142, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03111, over 75.00 utterances.], tot_loss[loss=0.3389, simple_loss=0.3842, pruned_loss=0.1468, over 2472746.36 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05949, over 16875.25 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4535, pruned_loss=0.3074, over 2457385.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05803, over 7804.42 utterances.], giga_tot_loss[loss=0.3326, simple_loss=0.3792, pruned_loss=0.143, over 2473383.07 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0605, over 18112.79 utterances.], batch size: 75, lr: 1.93e-03
2022-08-20 07:09:43,623 INFO [train.py:927] (3/8) Epoch 1, batch 11050, giga_loss[loss=0.2832, simple_loss=0.347, pruned_loss=0.1097, over 12382.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03311, over 104.00 utterances.], tot_loss[loss=0.3346, simple_loss=0.3808, pruned_loss=0.1442, over 2473243.01 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06184, over 17241.50 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.453, pruned_loss=0.3059, over 2457077.68 frames. utt_duration=1266 frames, utt_pad_proportion=0.05756, over 7775.48 utterances.], giga_tot_loss[loss=0.3286, simple_loss=0.3764, pruned_loss=0.1404, over 2474230.86 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06264, over 18366.84 utterances.], batch size: 104, lr: 1.93e-03
2022-08-20 07:11:26,643 INFO [train.py:927] (3/8) Epoch 1, batch 11100, libri_loss[loss=0.4546, simple_loss=0.5187, pruned_loss=0.1952, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005578, over 34.00 utterances.], tot_loss[loss=0.3265, simple_loss=0.3748, pruned_loss=0.1391, over 2472519.68 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05729, over 16555.67 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4519, pruned_loss=0.3018, over 2456785.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.05636, over 7728.81 utterances.], giga_tot_loss[loss=0.3204, simple_loss=0.3701, pruned_loss=0.1354, over 2474035.33 frames. utt_duration=558.8 frames, utt_pad_proportion=0.05872, over 17758.45 utterances.], batch size: 34, lr: 1.92e-03
2022-08-20 07:13:12,190 INFO [train.py:927] (3/8) Epoch 1, batch 11150, libri_loss[loss=0.4117, simple_loss=0.4446, pruned_loss=0.1894, over 12283.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007125, over 37.00 utterances.], tot_loss[loss=0.3176, simple_loss=0.3678, pruned_loss=0.1338, over 2472476.53 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06848, over 17704.44 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.4514, pruned_loss=0.2984, over 2456952.06 frames. utt_duration=1275 frames, utt_pad_proportion=0.05529, over 7715.64 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3626, pruned_loss=0.1301, over 2473935.15 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06943, over 18900.81 utterances.], batch size: 37, lr: 1.92e-03
2022-08-20 07:14:55,808 INFO [train.py:927] (3/8) Epoch 1, batch 11200, giga_loss[loss=0.2905, simple_loss=0.344, pruned_loss=0.1185, over 12335.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03336, over 85.00 utterances.], tot_loss[loss=0.3174, simple_loss=0.3674, pruned_loss=0.1337, over 2472693.27 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06788, over 18337.06 utterances.], libri_tot_loss[loss=0.411, simple_loss=0.4503, pruned_loss=0.2949, over 2457492.38 frames. utt_duration=1276 frames, utt_pad_proportion=0.05436, over 7712.73 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3624, pruned_loss=0.1303, over 2473726.84 frames. utt_duration=508 frames, utt_pad_proportion=0.06912, over 19536.50 utterances.], batch size: 85, lr: 1.92e-03
2022-08-20 07:16:38,067 INFO [train.py:927] (3/8) Epoch 1, batch 11250, giga_loss[loss=0.2788, simple_loss=0.3346, pruned_loss=0.1114, over 12416.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03984, over 123.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.361, pruned_loss=0.1295, over 2472860.16 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06455, over 17776.90 utterances.], libri_tot_loss[loss=0.4106, simple_loss=0.45, pruned_loss=0.2942, over 2457689.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.05414, over 7710.17 utterances.], giga_tot_loss[loss=0.3051, simple_loss=0.3569, pruned_loss=0.1267, over 2473549.73 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06584, over 18767.75 utterances.], batch size: 123, lr: 1.91e-03
2022-08-20 07:18:23,605 INFO [train.py:927] (3/8) Epoch 1, batch 11300, giga_loss[loss=0.2821, simple_loss=0.3314, pruned_loss=0.1164, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03985, over 113.00 utterances.], tot_loss[loss=0.31, simple_loss=0.3593, pruned_loss=0.1303, over 2472620.48 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06543, over 17876.87 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4513, pruned_loss=0.2937, over 2458049.13 frames. utt_duration=1278 frames, utt_pad_proportion=0.05329, over 7702.10 utterances.], giga_tot_loss[loss=0.302, simple_loss=0.3532, pruned_loss=0.1254, over 2473105.26 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06681, over 18857.27 utterances.], batch size: 113, lr: 1.91e-03
2022-08-20 07:20:06,049 INFO [train.py:927] (3/8) Epoch 1, batch 11350, giga_loss[loss=0.3456, simple_loss=0.3828, pruned_loss=0.1542, over 12369.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03937, over 145.00 utterances.], tot_loss[loss=0.3042, simple_loss=0.3541, pruned_loss=0.1272, over 2471956.03 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06106, over 17007.31 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4508, pruned_loss=0.2925, over 2457905.25 frames. utt_duration=1282 frames, utt_pad_proportion=0.05274, over 7679.68 utterances.], giga_tot_loss[loss=0.2963, simple_loss=0.3483, pruned_loss=0.1221, over 2472645.20 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06267, over 17931.92 utterances.], batch size: 145, lr: 1.90e-03
2022-08-20 07:21:47,728 INFO [train.py:927] (3/8) Epoch 1, batch 11400, libri_loss[loss=0.4387, simple_loss=0.4254, pruned_loss=0.226, over 12313.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006688, over 36.00 utterances.], tot_loss[loss=0.3025, simple_loss=0.3505, pruned_loss=0.1272, over 2472661.87 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05774, over 16286.87 utterances.], libri_tot_loss[loss=0.4166, simple_loss=0.4517, pruned_loss=0.2934, over 2458382.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05306, over 7712.89 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3432, pruned_loss=0.1193, over 2473028.86 frames. utt_duration=578 frames, utt_pad_proportion=0.05914, over 17157.45 utterances.], batch size: 36, lr: 1.90e-03
2022-08-20 07:23:30,152 INFO [train.py:927] (3/8) Epoch 1, batch 11450, giga_loss[loss=0.2339, simple_loss=0.294, pruned_loss=0.08689, over 12335.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03163, over 85.00 utterances.], tot_loss[loss=0.2968, simple_loss=0.3462, pruned_loss=0.1237, over 2473101.56 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05984, over 16304.41 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4496, pruned_loss=0.2892, over 2458589.14 frames. utt_duration=1283 frames, utt_pad_proportion=0.05194, over 7672.05 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3394, pruned_loss=0.1166, over 2473608.13 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06138, over 17268.98 utterances.], batch size: 85, lr: 1.90e-03
2022-08-20 07:25:17,038 INFO [train.py:927] (3/8) Epoch 1, batch 11500, giga_loss[loss=0.3232, simple_loss=0.3689, pruned_loss=0.1387, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02643, over 48.00 utterances.], tot_loss[loss=0.2968, simple_loss=0.3463, pruned_loss=0.1236, over 2472785.50 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06255, over 16670.35 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4493, pruned_loss=0.2885, over 2458779.19 frames. utt_duration=1284 frames, utt_pad_proportion=0.05172, over 7670.69 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3409, pruned_loss=0.118, over 2473079.88 frames. utt_duration=568 frames, utt_pad_proportion=0.06371, over 17461.83 utterances.], batch size: 48, lr: 1.89e-03
2022-08-20 07:27:02,889 INFO [train.py:927] (3/8) Epoch 1, batch 11550, giga_loss[loss=0.4335, simple_loss=0.4319, pruned_loss=0.2175, over 12343.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.209, over 371.00 utterances.], tot_loss[loss=0.3074, simple_loss=0.356, pruned_loss=0.1294, over 2472833.95 frames. utt_duration=568 frames, utt_pad_proportion=0.06854, over 17460.63 utterances.], libri_tot_loss[loss=0.4143, simple_loss=0.4508, pruned_loss=0.287, over 2458885.34 frames. utt_duration=1286 frames, utt_pad_proportion=0.05151, over 7655.04 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3494, pruned_loss=0.1248, over 2473092.01 frames. utt_duration=545.7 frames, utt_pad_proportion=0.0693, over 18177.92 utterances.], batch size: 371, lr: 1.89e-03
2022-08-20 07:28:46,750 INFO [train.py:927] (3/8) Epoch 1, batch 11600, giga_loss[loss=0.2952, simple_loss=0.3601, pruned_loss=0.1152, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04416, over 34.00 utterances.], tot_loss[loss=0.3196, simple_loss=0.367, pruned_loss=0.1361, over 2472581.71 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06876, over 17513.88 utterances.], libri_tot_loss[loss=0.4162, simple_loss=0.4526, pruned_loss=0.2846, over 2459567.12 frames. utt_duration=1284 frames, utt_pad_proportion=0.05031, over 7671.72 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.3573, pruned_loss=0.1297, over 2472568.52 frames. utt_duration=539.1 frames, utt_pad_proportion=0.07007, over 18396.67 utterances.], batch size: 34, lr: 1.89e-03
2022-08-20 07:30:31,020 INFO [train.py:927] (3/8) Epoch 1, batch 11650, giga_loss[loss=0.3893, simple_loss=0.4299, pruned_loss=0.1744, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02821, over 91.00 utterances.], tot_loss[loss=0.3277, simple_loss=0.3745, pruned_loss=0.1404, over 2473132.37 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06715, over 17622.49 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4513, pruned_loss=0.2816, over 2460000.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.05099, over 7715.72 utterances.], giga_tot_loss[loss=0.3177, simple_loss=0.366, pruned_loss=0.1347, over 2473020.86 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06816, over 18504.09 utterances.], batch size: 91, lr: 1.88e-03
2022-08-20 07:32:14,152 INFO [train.py:927] (3/8) Epoch 1, batch 11700, libri_loss[loss=0.3586, simple_loss=0.3907, pruned_loss=0.1633, over 12278.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006888, over 32.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3754, pruned_loss=0.1407, over 2471702.70 frames. utt_duration=542.9 frames, utt_pad_proportion=0.0712, over 18260.76 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4508, pruned_loss=0.2801, over 2460138.39 frames. utt_duration=1278 frames, utt_pad_proportion=0.05041, over 7706.99 utterances.], giga_tot_loss[loss=0.3198, simple_loss=0.3682, pruned_loss=0.1357, over 2471675.23 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07213, over 19108.02 utterances.], batch size: 32, lr: 1.88e-03
2022-08-20 07:33:58,270 INFO [train.py:927] (3/8) Epoch 1, batch 11750, giga_loss[loss=0.3542, simple_loss=0.3967, pruned_loss=0.1559, over 12308.00 frames. utt_duration=1174 frames, utt_pad_proportion=0.02521, over 42.00 utterances.], tot_loss[loss=0.3249, simple_loss=0.3736, pruned_loss=0.1381, over 2472278.39 frames. utt_duration=543 frames, utt_pad_proportion=0.06966, over 18261.47 utterances.], libri_tot_loss[loss=0.4148, simple_loss=0.4508, pruned_loss=0.2794, over 2460235.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05451, over 7774.52 utterances.], giga_tot_loss[loss=0.3172, simple_loss=0.3673, pruned_loss=0.1335, over 2472280.14 frames. utt_duration=523 frames, utt_pad_proportion=0.06919, over 18962.05 utterances.], batch size: 42, lr: 1.88e-03
2022-08-20 07:35:41,284 INFO [train.py:927] (3/8) Epoch 1, batch 11800, giga_loss[loss=0.3001, simple_loss=0.3557, pruned_loss=0.1223, over 12400.00 frames. utt_duration=974.1 frames, utt_pad_proportion=0.02978, over 51.00 utterances.], tot_loss[loss=0.3342, simple_loss=0.3817, pruned_loss=0.1434, over 2471996.13 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06668, over 18198.59 utterances.], libri_tot_loss[loss=0.4171, simple_loss=0.4531, pruned_loss=0.2779, over 2460686.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05345, over 7770.33 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3728, pruned_loss=0.1374, over 2471912.26 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06695, over 19035.53 utterances.], batch size: 51, lr: 1.87e-03
2022-08-20 07:37:26,362 INFO [train.py:927] (3/8) Epoch 1, batch 11850, giga_loss[loss=0.3432, simple_loss=0.3912, pruned_loss=0.1476, over 12384.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03785, over 37.00 utterances.], tot_loss[loss=0.347, simple_loss=0.3894, pruned_loss=0.1523, over 2472621.71 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06842, over 18293.86 utterances.], libri_tot_loss[loss=0.4264, simple_loss=0.4579, pruned_loss=0.2831, over 2461042.10 frames. utt_duration=1269 frames, utt_pad_proportion=0.05262, over 7764.95 utterances.], giga_tot_loss[loss=0.3295, simple_loss=0.377, pruned_loss=0.141, over 2472433.29 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06896, over 19142.69 utterances.], batch size: 37, lr: 1.87e-03
2022-08-20 07:39:11,591 INFO [train.py:927] (3/8) Epoch 1, batch 11900, giga_loss[loss=0.2726, simple_loss=0.3422, pruned_loss=0.1016, over 12183.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03378, over 39.00 utterances.], tot_loss[loss=0.3442, simple_loss=0.3874, pruned_loss=0.1505, over 2472491.29 frames. utt_duration=550.3 frames, utt_pad_proportion=0.07082, over 18021.44 utterances.], libri_tot_loss[loss=0.426, simple_loss=0.4573, pruned_loss=0.2817, over 2461395.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05664, over 7831.12 utterances.], giga_tot_loss[loss=0.3297, simple_loss=0.3772, pruned_loss=0.1411, over 2472177.42 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06991, over 18775.61 utterances.], batch size: 39, lr: 1.87e-03
2022-08-20 07:40:55,785 INFO [train.py:927] (3/8) Epoch 1, batch 11950, giga_loss[loss=0.3238, simple_loss=0.3771, pruned_loss=0.1352, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03074, over 39.00 utterances.], tot_loss[loss=0.3408, simple_loss=0.386, pruned_loss=0.1479, over 2472504.11 frames. utt_duration=555.7 frames, utt_pad_proportion=0.07045, over 17844.27 utterances.], libri_tot_loss[loss=0.4247, simple_loss=0.4561, pruned_loss=0.2793, over 2461996.67 frames. utt_duration=1257 frames, utt_pad_proportion=0.05657, over 7844.25 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3778, pruned_loss=0.1401, over 2471922.50 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06991, over 18619.98 utterances.], batch size: 39, lr: 1.86e-03
2022-08-20 07:42:41,988 INFO [train.py:927] (3/8) Epoch 1, batch 12000, giga_loss[loss=0.3235, simple_loss=0.3696, pruned_loss=0.1387, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06223, over 183.00 utterances.], tot_loss[loss=0.3354, simple_loss=0.3833, pruned_loss=0.1438, over 2471749.62 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06735, over 17315.59 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.4556, pruned_loss=0.2786, over 2461830.69 frames. utt_duration=1258 frames, utt_pad_proportion=0.05636, over 7837.03 utterances.], giga_tot_loss[loss=0.3263, simple_loss=0.377, pruned_loss=0.1378, over 2471486.75 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06713, over 17971.93 utterances.], batch size: 183, lr: 1.86e-03
2022-08-20 07:42:41,990 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 07:42:59,983 INFO [train.py:967] (3/8) 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 07:44:39,006 INFO [train.py:927] (3/8) Epoch 1, batch 12050, giga_loss[loss=0.3091, simple_loss=0.3665, pruned_loss=0.1258, over 12412.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03764, over 113.00 utterances.], tot_loss[loss=0.3309, simple_loss=0.38, pruned_loss=0.1408, over 2471260.59 frames. utt_duration=591.4 frames, utt_pad_proportion=0.06246, over 16757.08 utterances.], libri_tot_loss[loss=0.4237, simple_loss=0.4551, pruned_loss=0.2767, over 2461837.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.05612, over 7851.38 utterances.], giga_tot_loss[loss=0.3224, simple_loss=0.3742, pruned_loss=0.1353, over 2471219.83 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06261, over 17424.82 utterances.], batch size: 113, lr: 1.86e-03
2022-08-20 07:46:19,646 INFO [train.py:927] (3/8) Epoch 1, batch 12100, giga_loss[loss=0.4147, simple_loss=0.4372, pruned_loss=0.1962, over 12376.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04969, over 161.00 utterances.], tot_loss[loss=0.3263, simple_loss=0.3768, pruned_loss=0.1379, over 2470925.02 frames. utt_duration=614.2 frames, utt_pad_proportion=0.06178, over 16131.42 utterances.], libri_tot_loss[loss=0.4227, simple_loss=0.4546, pruned_loss=0.2748, over 2461887.45 frames. utt_duration=1257 frames, utt_pad_proportion=0.05582, over 7844.55 utterances.], giga_tot_loss[loss=0.3193, simple_loss=0.3716, pruned_loss=0.1334, over 2470973.31 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06212, over 16787.82 utterances.], batch size: 161, lr: 1.85e-03
2022-08-20 07:47:59,613 INFO [train.py:927] (3/8) Epoch 1, batch 12150, giga_loss[loss=0.3184, simple_loss=0.3751, pruned_loss=0.1308, over 12119.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04199, over 33.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3829, pruned_loss=0.1381, over 2471253.80 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06297, over 16525.85 utterances.], libri_tot_loss[loss=0.4248, simple_loss=0.4596, pruned_loss=0.2732, over 2461833.82 frames. utt_duration=1246 frames, utt_pad_proportion=0.05958, over 7913.95 utterances.], giga_tot_loss[loss=0.3206, simple_loss=0.373, pruned_loss=0.1341, over 2471454.72 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06148, over 17083.30 utterances.], batch size: 33, lr: 1.85e-03
2022-08-20 07:49:42,075 INFO [train.py:927] (3/8) Epoch 1, batch 12200, giga_loss[loss=0.2829, simple_loss=0.3538, pruned_loss=0.106, over 12411.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03435, over 75.00 utterances.], tot_loss[loss=0.3258, simple_loss=0.3805, pruned_loss=0.1355, over 2471667.51 frames. utt_duration=606.5 frames, utt_pad_proportion=0.06554, over 16341.45 utterances.], libri_tot_loss[loss=0.4244, simple_loss=0.46, pruned_loss=0.2715, over 2461829.68 frames. utt_duration=1249 frames, utt_pad_proportion=0.05893, over 7892.37 utterances.], giga_tot_loss[loss=0.3178, simple_loss=0.3713, pruned_loss=0.1321, over 2471955.47 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06453, over 16908.23 utterances.], batch size: 75, lr: 1.85e-03
2022-08-20 07:51:21,891 INFO [train.py:927] (3/8) Epoch 1, batch 12250, giga_loss[loss=0.2904, simple_loss=0.3446, pruned_loss=0.1181, over 12324.00 frames. utt_duration=914.4 frames, utt_pad_proportion=0.02307, over 54.00 utterances.], tot_loss[loss=0.3233, simple_loss=0.3775, pruned_loss=0.1345, over 2471738.12 frames. utt_duration=612.9 frames, utt_pad_proportion=0.06654, over 16170.65 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.4593, pruned_loss=0.2693, over 2461638.32 frames. utt_duration=1255 frames, utt_pad_proportion=0.05761, over 7855.03 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3687, pruned_loss=0.1302, over 2472373.52 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06629, over 16878.90 utterances.], batch size: 54, lr: 1.84e-03
2022-08-20 07:53:09,317 INFO [train.py:927] (3/8) Epoch 1, batch 12300, giga_loss[loss=0.354, simple_loss=0.4003, pruned_loss=0.1539, over 12433.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03798, over 105.00 utterances.], tot_loss[loss=0.3257, simple_loss=0.3757, pruned_loss=0.1378, over 2472097.62 frames. utt_duration=591 frames, utt_pad_proportion=0.06813, over 16773.41 utterances.], libri_tot_loss[loss=0.4272, simple_loss=0.4589, pruned_loss=0.2714, over 2461664.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.05703, over 7833.36 utterances.], giga_tot_loss[loss=0.3144, simple_loss=0.3679, pruned_loss=0.1304, over 2472687.65 frames. utt_duration=568 frames, utt_pad_proportion=0.06815, over 17458.96 utterances.], batch size: 105, lr: 1.84e-03
2022-08-20 07:54:49,103 INFO [train.py:927] (3/8) Epoch 1, batch 12350, giga_loss[loss=0.2587, simple_loss=0.3258, pruned_loss=0.09577, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02657, over 70.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3765, pruned_loss=0.1385, over 2471255.86 frames. utt_duration=626.8 frames, utt_pad_proportion=0.06527, over 15807.19 utterances.], libri_tot_loss[loss=0.4284, simple_loss=0.4599, pruned_loss=0.2692, over 2462033.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05545, over 7806.83 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3663, pruned_loss=0.1298, over 2471732.82 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06626, over 16695.34 utterances.], batch size: 70, lr: 1.84e-03
2022-08-20 07:56:29,907 INFO [train.py:927] (3/8) Epoch 1, batch 12400, giga_loss[loss=0.2717, simple_loss=0.3314, pruned_loss=0.106, over 12452.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03479, over 105.00 utterances.], tot_loss[loss=0.3208, simple_loss=0.3712, pruned_loss=0.1352, over 2471813.62 frames. utt_duration=611.7 frames, utt_pad_proportion=0.06251, over 16203.59 utterances.], libri_tot_loss[loss=0.4274, simple_loss=0.4591, pruned_loss=0.2679, over 2462119.94 frames. utt_duration=1264 frames, utt_pad_proportion=0.05501, over 7798.79 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3631, pruned_loss=0.1283, over 2472191.85 frames. utt_duration=584.2 frames, utt_pad_proportion=0.0636, over 16971.59 utterances.], batch size: 105, lr: 1.83e-03
2022-08-20 07:58:11,392 INFO [train.py:927] (3/8) Epoch 1, batch 12450, giga_loss[loss=0.2776, simple_loss=0.3302, pruned_loss=0.1125, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02711, over 48.00 utterances.], tot_loss[loss=0.3175, simple_loss=0.3675, pruned_loss=0.1337, over 2471012.03 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06192, over 16499.69 utterances.], libri_tot_loss[loss=0.4266, simple_loss=0.4583, pruned_loss=0.2664, over 2462003.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.0545, over 7784.92 utterances.], giga_tot_loss[loss=0.308, simple_loss=0.3606, pruned_loss=0.1277, over 2471551.76 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06303, over 17236.21 utterances.], batch size: 48, lr: 1.83e-03
2022-08-20 07:59:55,222 INFO [train.py:927] (3/8) Epoch 1, batch 12500, giga_loss[loss=0.3457, simple_loss=0.3922, pruned_loss=0.1496, over 12394.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05825, over 182.00 utterances.], tot_loss[loss=0.3166, simple_loss=0.3672, pruned_loss=0.133, over 2471110.70 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06015, over 16577.30 utterances.], libri_tot_loss[loss=0.4259, simple_loss=0.4579, pruned_loss=0.2649, over 2461954.39 frames. utt_duration=1269 frames, utt_pad_proportion=0.05402, over 7769.30 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3608, pruned_loss=0.1278, over 2471688.79 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06132, over 17288.43 utterances.], batch size: 182, lr: 1.83e-03
2022-08-20 08:01:35,569 INFO [train.py:927] (3/8) Epoch 1, batch 12550, giga_loss[loss=0.3151, simple_loss=0.3616, pruned_loss=0.1343, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02459, over 48.00 utterances.], tot_loss[loss=0.32, simple_loss=0.3713, pruned_loss=0.1344, over 2472072.62 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06429, over 17783.53 utterances.], libri_tot_loss[loss=0.4273, simple_loss=0.4602, pruned_loss=0.2648, over 2461938.62 frames. utt_duration=1269 frames, utt_pad_proportion=0.0538, over 7767.45 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3637, pruned_loss=0.1298, over 2472587.75 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06513, over 18388.56 utterances.], batch size: 48, lr: 1.83e-03
2022-08-20 08:03:13,590 INFO [train.py:927] (3/8) Epoch 1, batch 12600, giga_loss[loss=0.2902, simple_loss=0.3508, pruned_loss=0.1148, over 12352.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02977, over 66.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.3733, pruned_loss=0.1351, over 2472348.62 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06561, over 18567.43 utterances.], libri_tot_loss[loss=0.4294, simple_loss=0.4623, pruned_loss=0.2649, over 2461706.65 frames. utt_duration=1273 frames, utt_pad_proportion=0.05336, over 7747.07 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3645, pruned_loss=0.1298, over 2473086.99 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06638, over 19195.97 utterances.], batch size: 66, lr: 1.82e-03
2022-08-20 08:04:52,033 INFO [train.py:927] (3/8) Epoch 1, batch 12650, libri_loss[loss=0.4076, simple_loss=0.4354, pruned_loss=0.1898, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009072, over 38.00 utterances.], tot_loss[loss=0.329, simple_loss=0.3785, pruned_loss=0.1398, over 2471888.40 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06618, over 18138.68 utterances.], libri_tot_loss[loss=0.4361, simple_loss=0.4672, pruned_loss=0.2672, over 2461790.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.05761, over 7836.13 utterances.], giga_tot_loss[loss=0.3127, simple_loss=0.3649, pruned_loss=0.1302, over 2472683.49 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0652, over 18845.66 utterances.], batch size: 38, lr: 1.82e-03
2022-08-20 08:06:31,203 INFO [train.py:927] (3/8) Epoch 1, batch 12700, giga_loss[loss=0.3369, simple_loss=0.3852, pruned_loss=0.1443, over 12451.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03479, over 98.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.377, pruned_loss=0.1384, over 2472043.31 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06334, over 17509.82 utterances.], libri_tot_loss[loss=0.4323, simple_loss=0.4639, pruned_loss=0.2628, over 2462134.01 frames. utt_duration=1254 frames, utt_pad_proportion=0.06097, over 7864.73 utterances.], giga_tot_loss[loss=0.3137, simple_loss=0.3662, pruned_loss=0.1306, over 2472711.57 frames. utt_duration=540 frames, utt_pad_proportion=0.06129, over 18367.23 utterances.], batch size: 98, lr: 1.82e-03
2022-08-20 08:08:11,239 INFO [train.py:927] (3/8) Epoch 1, batch 12750, giga_loss[loss=0.2563, simple_loss=0.3308, pruned_loss=0.09087, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02421, over 48.00 utterances.], tot_loss[loss=0.3264, simple_loss=0.377, pruned_loss=0.1379, over 2472561.44 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05884, over 17028.71 utterances.], libri_tot_loss[loss=0.4286, simple_loss=0.4608, pruned_loss=0.2582, over 2462061.32 frames. utt_duration=1257 frames, utt_pad_proportion=0.05917, over 7841.44 utterances.], giga_tot_loss[loss=0.3154, simple_loss=0.368, pruned_loss=0.1314, over 2473525.33 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05809, over 18079.30 utterances.], batch size: 48, lr: 1.81e-03
2022-08-20 08:09:49,570 INFO [train.py:927] (3/8) Epoch 1, batch 12800, giga_loss[loss=0.3559, simple_loss=0.4039, pruned_loss=0.154, over 12435.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03619, over 123.00 utterances.], tot_loss[loss=0.3249, simple_loss=0.3763, pruned_loss=0.1367, over 2472572.34 frames. utt_duration=605.2 frames, utt_pad_proportion=0.05449, over 16384.23 utterances.], libri_tot_loss[loss=0.4262, simple_loss=0.4588, pruned_loss=0.2543, over 2462379.02 frames. utt_duration=1262 frames, utt_pad_proportion=0.05733, over 7815.20 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3678, pruned_loss=0.1306, over 2473424.09 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05483, over 17572.36 utterances.], batch size: 123, lr: 1.81e-03
2022-08-20 08:11:28,464 INFO [train.py:927] (3/8) Epoch 1, batch 12850, libri_loss[loss=0.3208, simple_loss=0.3691, pruned_loss=0.1362, over 12233.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005745, over 31.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3765, pruned_loss=0.1371, over 2472508.08 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05322, over 16699.45 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.4569, pruned_loss=0.2513, over 2462270.18 frames. utt_duration=1260 frames, utt_pad_proportion=0.05708, over 7823.94 utterances.], giga_tot_loss[loss=0.3157, simple_loss=0.3688, pruned_loss=0.1313, over 2473625.68 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05364, over 17924.10 utterances.], batch size: 31, lr: 1.81e-03
2022-08-20 08:13:12,880 INFO [train.py:927] (3/8) Epoch 1, batch 12900, giga_loss[loss=0.2935, simple_loss=0.3509, pruned_loss=0.1181, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02995, over 80.00 utterances.], tot_loss[loss=0.322, simple_loss=0.3732, pruned_loss=0.1354, over 2473262.87 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05411, over 16710.66 utterances.], libri_tot_loss[loss=0.4238, simple_loss=0.4564, pruned_loss=0.2501, over 2462638.70 frames. utt_duration=1262 frames, utt_pad_proportion=0.05623, over 7812.56 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3662, pruned_loss=0.1297, over 2474004.74 frames. utt_duration=555.7 frames, utt_pad_proportion=0.0547, over 17857.96 utterances.], batch size: 80, lr: 1.80e-03
2022-08-20 08:14:52,033 INFO [train.py:927] (3/8) Epoch 1, batch 12950, giga_loss[loss=0.2896, simple_loss=0.3475, pruned_loss=0.1159, over 12455.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03162, over 43.00 utterances.], tot_loss[loss=0.3169, simple_loss=0.369, pruned_loss=0.1324, over 2474253.06 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05552, over 17040.69 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4556, pruned_loss=0.249, over 2462956.89 frames. utt_duration=1253 frames, utt_pad_proportion=0.06047, over 7874.60 utterances.], giga_tot_loss[loss=0.3089, simple_loss=0.363, pruned_loss=0.1274, over 2474704.75 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0543, over 18008.75 utterances.], batch size: 43, lr: 1.80e-03
2022-08-20 08:16:29,936 INFO [train.py:927] (3/8) Epoch 1, batch 13000, giga_loss[loss=0.3382, simple_loss=0.3854, pruned_loss=0.1455, over 12425.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04217, over 146.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3701, pruned_loss=0.1321, over 2475366.61 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05697, over 17460.28 utterances.], libri_tot_loss[loss=0.4216, simple_loss=0.4538, pruned_loss=0.2465, over 2463598.55 frames. utt_duration=1250 frames, utt_pad_proportion=0.05959, over 7890.74 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3642, pruned_loss=0.1266, over 2475545.11 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05629, over 18519.60 utterances.], batch size: 146, lr: 1.80e-03
2022-08-20 08:18:09,731 INFO [train.py:927] (3/8) Epoch 1, batch 13050, giga_loss[loss=0.313, simple_loss=0.3557, pruned_loss=0.1352, over 12364.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.3179, simple_loss=0.3701, pruned_loss=0.1329, over 2475028.93 frames. utt_duration=562.6 frames, utt_pad_proportion=0.06104, over 17644.57 utterances.], libri_tot_loss[loss=0.421, simple_loss=0.4537, pruned_loss=0.2446, over 2464064.32 frames. utt_duration=1253 frames, utt_pad_proportion=0.05847, over 7874.55 utterances.], giga_tot_loss[loss=0.3094, simple_loss=0.3635, pruned_loss=0.1276, over 2475017.77 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06076, over 18726.08 utterances.], batch size: 62, lr: 1.79e-03
2022-08-20 08:19:48,700 INFO [train.py:927] (3/8) Epoch 1, batch 13100, giga_loss[loss=0.2638, simple_loss=0.3165, pruned_loss=0.1056, over 12478.00 frames. utt_duration=1921 frames, utt_pad_proportion=0.0346, over 26.00 utterances.], tot_loss[loss=0.3204, simple_loss=0.3702, pruned_loss=0.1353, over 2475063.21 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06351, over 18102.57 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4523, pruned_loss=0.2424, over 2464463.02 frames. utt_duration=1244 frames, utt_pad_proportion=0.06099, over 7930.83 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3632, pruned_loss=0.1291, over 2475065.26 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06232, over 19288.12 utterances.], batch size: 26, lr: 1.79e-03
2022-08-20 08:21:28,227 INFO [train.py:927] (3/8) Epoch 1, batch 13150, giga_loss[loss=0.3111, simple_loss=0.3638, pruned_loss=0.1292, over 12344.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.02946, over 51.00 utterances.], tot_loss[loss=0.3206, simple_loss=0.3694, pruned_loss=0.1359, over 2474734.89 frames. utt_duration=553.1 frames, utt_pad_proportion=0.0606, over 17945.78 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4515, pruned_loss=0.241, over 2464490.80 frames. utt_duration=1248 frames, utt_pad_proportion=0.05972, over 7907.05 utterances.], giga_tot_loss[loss=0.3105, simple_loss=0.3622, pruned_loss=0.1294, over 2475016.00 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06032, over 19185.80 utterances.], batch size: 51, lr: 1.79e-03
2022-08-20 08:23:05,833 INFO [train.py:927] (3/8) Epoch 1, batch 13200, giga_loss[loss=0.2991, simple_loss=0.3528, pruned_loss=0.1226, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03844, over 113.00 utterances.], tot_loss[loss=0.3137, simple_loss=0.3634, pruned_loss=0.132, over 2474866.45 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05707, over 17783.20 utterances.], libri_tot_loss[loss=0.4198, simple_loss=0.4516, pruned_loss=0.2409, over 2464638.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.05947, over 7904.51 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3574, pruned_loss=0.1266, over 2475005.05 frames. utt_duration=528.2 frames, utt_pad_proportion=0.05712, over 18796.71 utterances.], batch size: 113, lr: 1.79e-03
2022-08-20 08:24:41,532 INFO [train.py:927] (3/8) Epoch 1, batch 13250, giga_loss[loss=0.3286, simple_loss=0.3799, pruned_loss=0.1386, over 12462.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03486, over 86.00 utterances.], tot_loss[loss=0.3154, simple_loss=0.3646, pruned_loss=0.1331, over 2475009.79 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05718, over 17319.52 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4534, pruned_loss=0.2405, over 2465090.29 frames. utt_duration=1243 frames, utt_pad_proportion=0.06154, over 7943.63 utterances.], giga_tot_loss[loss=0.3025, simple_loss=0.3548, pruned_loss=0.1251, over 2475078.23 frames. utt_duration=537.9 frames, utt_pad_proportion=0.05633, over 18457.69 utterances.], batch size: 86, lr: 1.78e-03
2022-08-20 08:26:19,635 INFO [train.py:927] (3/8) Epoch 1, batch 13300, giga_loss[loss=0.3594, simple_loss=0.3972, pruned_loss=0.1608, over 12445.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03525, over 98.00 utterances.], tot_loss[loss=0.3183, simple_loss=0.3675, pruned_loss=0.1346, over 2474844.61 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05895, over 17805.63 utterances.], libri_tot_loss[loss=0.4204, simple_loss=0.4518, pruned_loss=0.2378, over 2464768.87 frames. utt_duration=1251 frames, utt_pad_proportion=0.05974, over 7892.92 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3578, pruned_loss=0.1267, over 2475539.60 frames. utt_duration=519.9 frames, utt_pad_proportion=0.05878, over 19100.02 utterances.], batch size: 98, lr: 1.78e-03
2022-08-20 08:27:57,744 INFO [train.py:927] (3/8) Epoch 1, batch 13350, giga_loss[loss=0.2892, simple_loss=0.3612, pruned_loss=0.1086, over 12397.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.0262, over 70.00 utterances.], tot_loss[loss=0.3192, simple_loss=0.369, pruned_loss=0.1347, over 2474592.23 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05549, over 16944.11 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4512, pruned_loss=0.2367, over 2465095.56 frames. utt_duration=1247 frames, utt_pad_proportion=0.05974, over 7914.83 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.3605, pruned_loss=0.1276, over 2475039.42 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05555, over 18118.81 utterances.], batch size: 70, lr: 1.78e-03
2022-08-20 08:29:36,721 INFO [train.py:927] (3/8) Epoch 1, batch 13400, giga_loss[loss=0.2693, simple_loss=0.3454, pruned_loss=0.09657, over 12428.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03303, over 75.00 utterances.], tot_loss[loss=0.3196, simple_loss=0.3695, pruned_loss=0.1349, over 2473925.41 frames. utt_duration=609.1 frames, utt_pad_proportion=0.05298, over 16285.21 utterances.], libri_tot_loss[loss=0.4174, simple_loss=0.4486, pruned_loss=0.234, over 2465192.95 frames. utt_duration=1252 frames, utt_pad_proportion=0.05864, over 7882.61 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.3623, pruned_loss=0.1284, over 2474456.62 frames. utt_duration=566 frames, utt_pad_proportion=0.05356, over 17534.21 utterances.], batch size: 75, lr: 1.77e-03
2022-08-20 08:31:21,715 INFO [train.py:927] (3/8) Epoch 1, batch 13450, giga_loss[loss=0.3921, simple_loss=0.4257, pruned_loss=0.1792, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03923, over 113.00 utterances.], tot_loss[loss=0.3324, simple_loss=0.3777, pruned_loss=0.1435, over 2473694.64 frames. utt_duration=592.1 frames, utt_pad_proportion=0.056, over 16754.07 utterances.], libri_tot_loss[loss=0.4175, simple_loss=0.4478, pruned_loss=0.2335, over 2465307.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.05788, over 7875.74 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.371, pruned_loss=0.1365, over 2474197.12 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05654, over 17946.42 utterances.], batch size: 113, lr: 1.77e-03
2022-08-20 08:33:03,698 INFO [train.py:927] (3/8) Epoch 1, batch 13500, libri_loss[loss=0.6676, simple_loss=0.4721, pruned_loss=0.4316, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006461, over 32.00 utterances.], tot_loss[loss=0.3459, simple_loss=0.387, pruned_loss=0.1524, over 2474000.95 frames. utt_duration=560 frames, utt_pad_proportion=0.05448, over 17716.87 utterances.], libri_tot_loss[loss=0.4188, simple_loss=0.4479, pruned_loss=0.2345, over 2465424.61 frames. utt_duration=1255 frames, utt_pad_proportion=0.05767, over 7868.36 utterances.], giga_tot_loss[loss=0.3362, simple_loss=0.3814, pruned_loss=0.1455, over 2474319.63 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05504, over 18706.43 utterances.], batch size: 32, lr: 1.77e-03
2022-08-20 08:34:45,892 INFO [train.py:927] (3/8) Epoch 1, batch 13550, giga_loss[loss=0.4371, simple_loss=0.4432, pruned_loss=0.2156, over 12402.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02952, over 62.00 utterances.], tot_loss[loss=0.3604, simple_loss=0.397, pruned_loss=0.1619, over 2474340.36 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05786, over 18233.01 utterances.], libri_tot_loss[loss=0.4195, simple_loss=0.4476, pruned_loss=0.2348, over 2465576.30 frames. utt_duration=1258 frames, utt_pad_proportion=0.05708, over 7851.47 utterances.], giga_tot_loss[loss=0.3513, simple_loss=0.3921, pruned_loss=0.1553, over 2474574.57 frames. utt_duration=518.1 frames, utt_pad_proportion=0.05833, over 19160.25 utterances.], batch size: 62, lr: 1.77e-03
2022-08-20 08:36:33,027 INFO [train.py:927] (3/8) Epoch 1, batch 13600, giga_loss[loss=0.3662, simple_loss=0.3975, pruned_loss=0.1675, over 12229.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03987, over 28.00 utterances.], tot_loss[loss=0.3668, simple_loss=0.4011, pruned_loss=0.1663, over 2475256.58 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07167, over 19786.56 utterances.], libri_tot_loss[loss=0.4191, simple_loss=0.4473, pruned_loss=0.2339, over 2465736.49 frames. utt_duration=1260 frames, utt_pad_proportion=0.05642, over 7839.79 utterances.], giga_tot_loss[loss=0.3592, simple_loss=0.3968, pruned_loss=0.1608, over 2475422.97 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07166, over 20657.04 utterances.], batch size: 28, lr: 1.76e-03
2022-08-20 08:38:19,985 INFO [train.py:927] (3/8) Epoch 1, batch 13650, giga_loss[loss=0.3966, simple_loss=0.4378, pruned_loss=0.1777, over 12345.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03269, over 62.00 utterances.], tot_loss[loss=0.3797, simple_loss=0.4105, pruned_loss=0.1744, over 2475433.77 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07896, over 20473.51 utterances.], libri_tot_loss[loss=0.4203, simple_loss=0.4489, pruned_loss=0.2328, over 2465885.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.05938, over 7883.12 utterances.], giga_tot_loss[loss=0.3707, simple_loss=0.404, pruned_loss=0.1687, over 2475758.47 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07787, over 21594.73 utterances.], batch size: 62, lr: 1.76e-03
2022-08-20 08:40:09,969 INFO [train.py:927] (3/8) Epoch 1, batch 13700, giga_loss[loss=0.4195, simple_loss=0.4283, pruned_loss=0.2053, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03962, over 113.00 utterances.], tot_loss[loss=0.3876, simple_loss=0.4158, pruned_loss=0.1797, over 2475575.99 frames. utt_duration=475 frames, utt_pad_proportion=0.08065, over 20911.47 utterances.], libri_tot_loss[loss=0.4195, simple_loss=0.4482, pruned_loss=0.2311, over 2466019.74 frames. utt_duration=1259 frames, utt_pad_proportion=0.05811, over 7843.74 utterances.], giga_tot_loss[loss=0.38, simple_loss=0.4103, pruned_loss=0.1749, over 2476027.61 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08032, over 22262.62 utterances.], batch size: 113, lr: 1.76e-03
2022-08-20 08:41:55,163 INFO [train.py:927] (3/8) Epoch 1, batch 13750, giga_loss[loss=0.3306, simple_loss=0.3774, pruned_loss=0.1419, over 12363.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03187, over 51.00 utterances.], tot_loss[loss=0.3876, simple_loss=0.4148, pruned_loss=0.1802, over 2474868.69 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07822, over 21454.42 utterances.], libri_tot_loss[loss=0.4189, simple_loss=0.4472, pruned_loss=0.2303, over 2465731.98 frames. utt_duration=1262 frames, utt_pad_proportion=0.05723, over 7822.05 utterances.], giga_tot_loss[loss=0.3816, simple_loss=0.4108, pruned_loss=0.1762, over 2475675.74 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07847, over 22802.94 utterances.], batch size: 51, lr: 1.75e-03
2022-08-20 08:43:38,822 INFO [train.py:927] (3/8) Epoch 1, batch 13800, libri_loss[loss=0.4044, simple_loss=0.4273, pruned_loss=0.1907, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01204, over 40.00 utterances.], tot_loss[loss=0.3885, simple_loss=0.4156, pruned_loss=0.1807, over 2474990.74 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08091, over 22273.20 utterances.], libri_tot_loss[loss=0.417, simple_loss=0.4452, pruned_loss=0.2282, over 2465963.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05606, over 7811.58 utterances.], giga_tot_loss[loss=0.3844, simple_loss=0.4132, pruned_loss=0.1779, over 2475715.07 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08156, over 23836.64 utterances.], batch size: 40, lr: 1.75e-03
2022-08-20 08:45:24,007 INFO [train.py:927] (3/8) Epoch 1, batch 13850, giga_loss[loss=0.3384, simple_loss=0.3891, pruned_loss=0.1439, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.3833, simple_loss=0.4127, pruned_loss=0.177, over 2475391.50 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07729, over 22186.45 utterances.], libri_tot_loss[loss=0.4162, simple_loss=0.4441, pruned_loss=0.2271, over 2466341.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05538, over 7799.63 utterances.], giga_tot_loss[loss=0.3801, simple_loss=0.411, pruned_loss=0.1746, over 2475832.90 frames. utt_duration=418.3 frames, utt_pad_proportion=0.07836, over 23757.47 utterances.], batch size: 133, lr: 1.75e-03
2022-08-20 08:47:11,075 INFO [train.py:927] (3/8) Epoch 1, batch 13900, giga_loss[loss=0.3639, simple_loss=0.3948, pruned_loss=0.1665, over 12363.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.3801, simple_loss=0.4111, pruned_loss=0.1745, over 2475189.72 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07594, over 22061.64 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4426, pruned_loss=0.2253, over 2466331.47 frames. utt_duration=1270 frames, utt_pad_proportion=0.05457, over 7777.68 utterances.], giga_tot_loss[loss=0.3775, simple_loss=0.4101, pruned_loss=0.1724, over 2475930.52 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07738, over 23896.72 utterances.], batch size: 91, lr: 1.75e-03
2022-08-20 08:48:57,771 INFO [train.py:927] (3/8) Epoch 1, batch 13950, giga_loss[loss=0.3192, simple_loss=0.3723, pruned_loss=0.1331, over 12372.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02708, over 66.00 utterances.], tot_loss[loss=0.3718, simple_loss=0.4056, pruned_loss=0.169, over 2474857.40 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07289, over 21135.49 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4404, pruned_loss=0.2229, over 2466716.76 frames. utt_duration=1274 frames, utt_pad_proportion=0.05346, over 7751.71 utterances.], giga_tot_loss[loss=0.3709, simple_loss=0.4058, pruned_loss=0.168, over 2475318.76 frames. utt_duration=432 frames, utt_pad_proportion=0.07478, over 22997.66 utterances.], batch size: 66, lr: 1.74e-03
2022-08-20 08:50:40,808 INFO [train.py:927] (3/8) Epoch 1, batch 14000, giga_loss[loss=0.3343, simple_loss=0.377, pruned_loss=0.1458, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04204, over 37.00 utterances.], tot_loss[loss=0.3692, simple_loss=0.4032, pruned_loss=0.1676, over 2474957.16 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07248, over 20812.44 utterances.], libri_tot_loss[loss=0.4119, simple_loss=0.4392, pruned_loss=0.2221, over 2467113.52 frames. utt_duration=1275 frames, utt_pad_proportion=0.0531, over 7751.46 utterances.], giga_tot_loss[loss=0.3678, simple_loss=0.4034, pruned_loss=0.1661, over 2475197.64 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07435, over 22663.62 utterances.], batch size: 37, lr: 1.74e-03
2022-08-20 08:52:43,182 INFO [train.py:927] (3/8) Epoch 1, batch 14050, giga_loss[loss=0.3705, simple_loss=0.4144, pruned_loss=0.1633, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04126, over 133.00 utterances.], tot_loss[loss=0.3664, simple_loss=0.4023, pruned_loss=0.1652, over 2474582.68 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07335, over 20672.12 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4403, pruned_loss=0.2224, over 2466931.67 frames. utt_duration=1276 frames, utt_pad_proportion=0.0527, over 7741.95 utterances.], giga_tot_loss[loss=0.3638, simple_loss=0.4011, pruned_loss=0.1632, over 2475010.30 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07498, over 22255.23 utterances.], batch size: 133, lr: 1.74e-03
2022-08-20 08:54:28,726 INFO [train.py:927] (3/8) Epoch 1, batch 14100, giga_loss[loss=0.3835, simple_loss=0.4235, pruned_loss=0.1718, over 12385.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02993, over 58.00 utterances.], tot_loss[loss=0.3665, simple_loss=0.4046, pruned_loss=0.1642, over 2474791.90 frames. utt_duration=492.8 frames, utt_pad_proportion=0.0691, over 20146.53 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.4413, pruned_loss=0.2234, over 2466963.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.0529, over 7753.01 utterances.], giga_tot_loss[loss=0.3616, simple_loss=0.402, pruned_loss=0.1605, over 2475280.91 frames. utt_duration=458 frames, utt_pad_proportion=0.07082, over 21687.38 utterances.], batch size: 58, lr: 1.73e-03
2022-08-20 08:56:13,070 INFO [train.py:927] (3/8) Epoch 1, batch 14150, giga_loss[loss=0.3854, simple_loss=0.3899, pruned_loss=0.1905, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1996, over 367.00 utterances.], tot_loss[loss=0.3646, simple_loss=0.4032, pruned_loss=0.163, over 2474758.67 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07022, over 19968.69 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4409, pruned_loss=0.2227, over 2467104.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.05714, over 7843.60 utterances.], giga_tot_loss[loss=0.3602, simple_loss=0.4009, pruned_loss=0.1597, over 2475159.42 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07037, over 21322.18 utterances.], batch size: 367, lr: 1.73e-03
2022-08-20 08:57:57,169 INFO [train.py:927] (3/8) Epoch 1, batch 14200, giga_loss[loss=0.3027, simple_loss=0.3503, pruned_loss=0.1276, over 12419.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03935, over 37.00 utterances.], tot_loss[loss=0.3613, simple_loss=0.3998, pruned_loss=0.1614, over 2474807.40 frames. utt_duration=508.5 frames, utt_pad_proportion=0.07307, over 19521.97 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4392, pruned_loss=0.2208, over 2467158.17 frames. utt_duration=1261 frames, utt_pad_proportion=0.05668, over 7833.52 utterances.], giga_tot_loss[loss=0.358, simple_loss=0.3985, pruned_loss=0.1587, over 2475284.57 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07335, over 20944.40 utterances.], batch size: 37, lr: 1.73e-03
2022-08-20 08:59:41,451 INFO [train.py:927] (3/8) Epoch 1, batch 14250, giga_loss[loss=0.3029, simple_loss=0.3697, pruned_loss=0.118, over 12319.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.3577, simple_loss=0.3972, pruned_loss=0.1591, over 2474413.92 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07373, over 19407.24 utterances.], libri_tot_loss[loss=0.4116, simple_loss=0.4375, pruned_loss=0.2192, over 2467306.80 frames. utt_duration=1266 frames, utt_pad_proportion=0.05514, over 7804.77 utterances.], giga_tot_loss[loss=0.3548, simple_loss=0.3963, pruned_loss=0.1566, over 2474886.56 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07466, over 20951.56 utterances.], batch size: 58, lr: 1.73e-03
2022-08-20 09:01:26,939 INFO [train.py:927] (3/8) Epoch 1, batch 14300, giga_loss[loss=0.3878, simple_loss=0.4305, pruned_loss=0.1725, over 12405.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.356, simple_loss=0.3961, pruned_loss=0.1579, over 2475021.34 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07489, over 20027.87 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4366, pruned_loss=0.2183, over 2467580.58 frames. utt_duration=1270 frames, utt_pad_proportion=0.05431, over 7783.88 utterances.], giga_tot_loss[loss=0.3534, simple_loss=0.3955, pruned_loss=0.1556, over 2475287.47 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07592, over 21481.66 utterances.], batch size: 133, lr: 1.72e-03
2022-08-20 09:03:13,619 INFO [train.py:927] (3/8) Epoch 1, batch 14350, giga_loss[loss=0.3058, simple_loss=0.3532, pruned_loss=0.1291, over 12389.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03068, over 62.00 utterances.], tot_loss[loss=0.3545, simple_loss=0.3951, pruned_loss=0.157, over 2475400.71 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07299, over 20461.19 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4372, pruned_loss=0.2178, over 2467660.23 frames. utt_duration=1272 frames, utt_pad_proportion=0.05393, over 7770.09 utterances.], giga_tot_loss[loss=0.3519, simple_loss=0.3938, pruned_loss=0.1551, over 2475607.72 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07407, over 21718.76 utterances.], batch size: 62, lr: 1.72e-03
2022-08-20 09:05:00,108 INFO [train.py:927] (3/8) Epoch 1, batch 14400, giga_loss[loss=0.3584, simple_loss=0.4026, pruned_loss=0.1571, over 12390.00 frames. utt_duration=662.1 frames, utt_pad_proportion=0.03622, over 75.00 utterances.], tot_loss[loss=0.3573, simple_loss=0.3978, pruned_loss=0.1584, over 2475632.22 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06704, over 19756.64 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4412, pruned_loss=0.2195, over 2468052.40 frames. utt_duration=1271 frames, utt_pad_proportion=0.05332, over 7773.78 utterances.], giga_tot_loss[loss=0.3504, simple_loss=0.3924, pruned_loss=0.1542, over 2475576.65 frames. utt_duration=473.6 frames, utt_pad_proportion=0.06854, over 20973.88 utterances.], batch size: 75, lr: 1.72e-03
2022-08-20 09:06:47,800 INFO [train.py:927] (3/8) Epoch 1, batch 14450, giga_loss[loss=0.3932, simple_loss=0.424, pruned_loss=0.1812, over 12407.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07295, over 212.00 utterances.], tot_loss[loss=0.3566, simple_loss=0.396, pruned_loss=0.1586, over 2475281.11 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06894, over 20009.38 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4411, pruned_loss=0.2197, over 2467786.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.05725, over 7835.43 utterances.], giga_tot_loss[loss=0.3499, simple_loss=0.3913, pruned_loss=0.1543, over 2475588.43 frames. utt_duration=471 frames, utt_pad_proportion=0.06898, over 21087.69 utterances.], batch size: 212, lr: 1.72e-03
2022-08-20 09:08:33,119 INFO [train.py:927] (3/8) Epoch 1, batch 14500, giga_loss[loss=0.3487, simple_loss=0.3893, pruned_loss=0.1541, over 12379.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.3549, simple_loss=0.3944, pruned_loss=0.1577, over 2474249.35 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06772, over 19646.46 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.4405, pruned_loss=0.219, over 2467435.85 frames. utt_duration=1252 frames, utt_pad_proportion=0.05995, over 7892.71 utterances.], giga_tot_loss[loss=0.3484, simple_loss=0.39, pruned_loss=0.1534, over 2475016.47 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06716, over 20790.29 utterances.], batch size: 91, lr: 1.71e-03
2022-08-20 09:10:17,495 INFO [train.py:927] (3/8) Epoch 1, batch 14550, libri_loss[loss=0.3282, simple_loss=0.3642, pruned_loss=0.1461, over 12224.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008469, over 29.00 utterances.], tot_loss[loss=0.3521, simple_loss=0.3928, pruned_loss=0.1557, over 2474528.72 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07261, over 20121.89 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4393, pruned_loss=0.2178, over 2467591.69 frames. utt_duration=1256 frames, utt_pad_proportion=0.05886, over 7870.59 utterances.], giga_tot_loss[loss=0.3466, simple_loss=0.3893, pruned_loss=0.1519, over 2475169.21 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07238, over 21327.66 utterances.], batch size: 29, lr: 1.71e-03
2022-08-20 09:11:59,655 INFO [train.py:927] (3/8) Epoch 1, batch 14600, giga_loss[loss=0.3939, simple_loss=0.4164, pruned_loss=0.1857, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03707, over 123.00 utterances.], tot_loss[loss=0.3525, simple_loss=0.3927, pruned_loss=0.1561, over 2474344.78 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07341, over 19472.78 utterances.], libri_tot_loss[loss=0.4117, simple_loss=0.4368, pruned_loss=0.2153, over 2468129.50 frames. utt_duration=1259 frames, utt_pad_proportion=0.05626, over 7851.39 utterances.], giga_tot_loss[loss=0.3464, simple_loss=0.3894, pruned_loss=0.1517, over 2474757.85 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07445, over 21221.90 utterances.], batch size: 123, lr: 1.71e-03
2022-08-20 09:13:47,507 INFO [train.py:927] (3/8) Epoch 1, batch 14650, giga_loss[loss=0.3606, simple_loss=0.3986, pruned_loss=0.1613, over 12405.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03839, over 113.00 utterances.], tot_loss[loss=0.3561, simple_loss=0.3947, pruned_loss=0.1587, over 2474518.95 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07263, over 19890.59 utterances.], libri_tot_loss[loss=0.4105, simple_loss=0.4357, pruned_loss=0.2139, over 2468282.01 frames. utt_duration=1261 frames, utt_pad_proportion=0.05498, over 7837.05 utterances.], giga_tot_loss[loss=0.3508, simple_loss=0.3919, pruned_loss=0.1549, over 2474881.12 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07407, over 21626.16 utterances.], batch size: 113, lr: 1.70e-03
2022-08-20 09:15:30,622 INFO [train.py:927] (3/8) Epoch 1, batch 14700, giga_loss[loss=0.3587, simple_loss=0.3945, pruned_loss=0.1615, over 12373.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.3588, simple_loss=0.3961, pruned_loss=0.1607, over 2475019.60 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07092, over 20232.83 utterances.], libri_tot_loss[loss=0.4091, simple_loss=0.4349, pruned_loss=0.2121, over 2468256.26 frames. utt_duration=1268 frames, utt_pad_proportion=0.05335, over 7798.22 utterances.], giga_tot_loss[loss=0.3538, simple_loss=0.3931, pruned_loss=0.1573, over 2475572.85 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07286, over 22118.11 utterances.], batch size: 62, lr: 1.70e-03
2022-08-20 09:17:15,793 INFO [train.py:927] (3/8) Epoch 1, batch 14750, giga_loss[loss=0.3447, simple_loss=0.3909, pruned_loss=0.1492, over 12423.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.3624, simple_loss=0.3984, pruned_loss=0.1632, over 2475397.48 frames. utt_duration=466.2 frames, utt_pad_proportion=0.0765, over 21303.61 utterances.], libri_tot_loss[loss=0.409, simple_loss=0.4348, pruned_loss=0.2117, over 2468297.36 frames. utt_duration=1257 frames, utt_pad_proportion=0.05693, over 7860.92 utterances.], giga_tot_loss[loss=0.3577, simple_loss=0.3955, pruned_loss=0.16, over 2475918.29 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07663, over 22984.56 utterances.], batch size: 86, lr: 1.70e-03
2022-08-20 09:19:01,560 INFO [train.py:927] (3/8) Epoch 1, batch 14800, giga_loss[loss=0.2877, simple_loss=0.3517, pruned_loss=0.1118, over 12340.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03431, over 62.00 utterances.], tot_loss[loss=0.3613, simple_loss=0.3965, pruned_loss=0.163, over 2475046.41 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07216, over 20564.69 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.434, pruned_loss=0.2138, over 2468222.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.05608, over 7837.86 utterances.], giga_tot_loss[loss=0.3549, simple_loss=0.3943, pruned_loss=0.1577, over 2475651.63 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07291, over 22139.42 utterances.], batch size: 62, lr: 1.70e-03
2022-08-20 09:20:49,156 INFO [train.py:927] (3/8) Epoch 1, batch 14850, giga_loss[loss=0.3113, simple_loss=0.3739, pruned_loss=0.1244, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04364, over 31.00 utterances.], tot_loss[loss=0.3648, simple_loss=0.3969, pruned_loss=0.1663, over 2474820.13 frames. utt_duration=482 frames, utt_pad_proportion=0.07471, over 20602.20 utterances.], libri_tot_loss[loss=0.4186, simple_loss=0.437, pruned_loss=0.2193, over 2468332.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05574, over 7845.00 utterances.], giga_tot_loss[loss=0.3521, simple_loss=0.3915, pruned_loss=0.1563, over 2475361.10 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07539, over 22140.12 utterances.], batch size: 31, lr: 1.69e-03
2022-08-20 09:22:31,509 INFO [train.py:927] (3/8) Epoch 1, batch 14900, giga_loss[loss=0.3725, simple_loss=0.406, pruned_loss=0.1695, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04137, over 113.00 utterances.], tot_loss[loss=0.3618, simple_loss=0.3955, pruned_loss=0.1641, over 2475059.25 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07425, over 20120.17 utterances.], libri_tot_loss[loss=0.4173, simple_loss=0.4362, pruned_loss=0.2176, over 2468522.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05535, over 7856.85 utterances.], giga_tot_loss[loss=0.3507, simple_loss=0.3903, pruned_loss=0.1555, over 2475552.04 frames. utt_duration=455.5 frames, utt_pad_proportion=0.0752, over 21806.67 utterances.], batch size: 113, lr: 1.69e-03
2022-08-20 09:24:21,333 INFO [train.py:927] (3/8) Epoch 1, batch 14950, giga_loss[loss=0.3084, simple_loss=0.3799, pruned_loss=0.1185, over 12403.00 frames. utt_duration=973.9 frames, utt_pad_proportion=0.02806, over 51.00 utterances.], tot_loss[loss=0.3606, simple_loss=0.3977, pruned_loss=0.1617, over 2474672.15 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07298, over 19964.36 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4361, pruned_loss=0.217, over 2468407.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.05495, over 7846.29 utterances.], giga_tot_loss[loss=0.3518, simple_loss=0.3934, pruned_loss=0.1551, over 2475227.34 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07403, over 21416.06 utterances.], batch size: 51, lr: 1.69e-03
2022-08-20 09:26:04,752 INFO [train.py:927] (3/8) Epoch 1, batch 15000, giga_loss[loss=0.3547, simple_loss=0.4017, pruned_loss=0.1539, over 12360.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03115, over 85.00 utterances.], tot_loss[loss=0.3608, simple_loss=0.3999, pruned_loss=0.1609, over 2474891.39 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07624, over 20591.30 utterances.], libri_tot_loss[loss=0.4173, simple_loss=0.4373, pruned_loss=0.2167, over 2468370.90 frames. utt_duration=1261 frames, utt_pad_proportion=0.05429, over 7838.62 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3949, pruned_loss=0.1552, over 2475465.99 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07717, over 21916.91 utterances.], batch size: 85, lr: 1.69e-03
2022-08-20 09:26:04,752 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 09:26:18,819 INFO [train.py:967] (3/8) 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 09:28:01,374 INFO [train.py:927] (3/8) Epoch 1, batch 15050, giga_loss[loss=0.3439, simple_loss=0.3834, pruned_loss=0.1522, over 12246.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03036, over 42.00 utterances.], tot_loss[loss=0.3621, simple_loss=0.4023, pruned_loss=0.1609, over 2474377.43 frames. utt_duration=492.8 frames, utt_pad_proportion=0.08185, over 20144.89 utterances.], libri_tot_loss[loss=0.4194, simple_loss=0.4409, pruned_loss=0.2165, over 2468079.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.05417, over 7837.48 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3944, pruned_loss=0.1553, over 2475241.79 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08257, over 21488.91 utterances.], batch size: 42, lr: 1.68e-03
2022-08-20 09:29:45,316 INFO [train.py:927] (3/8) Epoch 1, batch 15100, libri_loss[loss=0.4079, simple_loss=0.4234, pruned_loss=0.1962, over 12321.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006244, over 36.00 utterances.], tot_loss[loss=0.3617, simple_loss=0.4005, pruned_loss=0.1614, over 2474333.21 frames. utt_duration=483.3 frames, utt_pad_proportion=0.08166, over 20538.51 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4386, pruned_loss=0.2143, over 2467980.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.0527, over 7808.59 utterances.], giga_tot_loss[loss=0.3543, simple_loss=0.3948, pruned_loss=0.1569, over 2475363.53 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08311, over 22137.15 utterances.], batch size: 36, lr: 1.68e-03
2022-08-20 09:31:28,134 INFO [train.py:927] (3/8) Epoch 1, batch 15150, giga_loss[loss=0.3629, simple_loss=0.4026, pruned_loss=0.1616, over 12354.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02953, over 70.00 utterances.], tot_loss[loss=0.356, simple_loss=0.3956, pruned_loss=0.1582, over 2474877.95 frames. utt_duration=516.8 frames, utt_pad_proportion=0.07726, over 19210.93 utterances.], libri_tot_loss[loss=0.4161, simple_loss=0.438, pruned_loss=0.2136, over 2468439.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05166, over 7792.51 utterances.], giga_tot_loss[loss=0.3494, simple_loss=0.3907, pruned_loss=0.154, over 2475432.67 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07938, over 20773.22 utterances.], batch size: 70, lr: 1.68e-03
2022-08-20 09:33:13,352 INFO [train.py:927] (3/8) Epoch 1, batch 15200, giga_loss[loss=0.2692, simple_loss=0.3247, pruned_loss=0.1069, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03393, over 37.00 utterances.], tot_loss[loss=0.3553, simple_loss=0.3944, pruned_loss=0.1581, over 2475263.62 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07879, over 19789.65 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.437, pruned_loss=0.2126, over 2468379.85 frames. utt_duration=1263 frames, utt_pad_proportion=0.05298, over 7824.43 utterances.], giga_tot_loss[loss=0.35, simple_loss=0.3906, pruned_loss=0.1547, over 2475876.79 frames. utt_duration=468.4 frames, utt_pad_proportion=0.0801, over 21209.90 utterances.], batch size: 37, lr: 1.68e-03
2022-08-20 09:34:55,195 INFO [train.py:927] (3/8) Epoch 1, batch 15250, giga_loss[loss=0.2888, simple_loss=0.3523, pruned_loss=0.1127, over 12183.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03266, over 36.00 utterances.], tot_loss[loss=0.3581, simple_loss=0.3958, pruned_loss=0.1602, over 2474756.78 frames. utt_duration=489.7 frames, utt_pad_proportion=0.08116, over 20275.87 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4391, pruned_loss=0.2138, over 2468707.66 frames. utt_duration=1261 frames, utt_pad_proportion=0.05304, over 7837.69 utterances.], giga_tot_loss[loss=0.3499, simple_loss=0.3898, pruned_loss=0.155, over 2475099.25 frames. utt_duration=458.1 frames, utt_pad_proportion=0.08225, over 21679.57 utterances.], batch size: 36, lr: 1.67e-03
2022-08-20 09:36:38,208 INFO [train.py:927] (3/8) Epoch 1, batch 15300, giga_loss[loss=0.3357, simple_loss=0.3842, pruned_loss=0.1436, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04626, over 34.00 utterances.], tot_loss[loss=0.3574, simple_loss=0.3963, pruned_loss=0.1592, over 2474799.25 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07719, over 19904.27 utterances.], libri_tot_loss[loss=0.4164, simple_loss=0.4382, pruned_loss=0.2126, over 2468505.71 frames. utt_duration=1262 frames, utt_pad_proportion=0.05288, over 7830.48 utterances.], giga_tot_loss[loss=0.3505, simple_loss=0.3912, pruned_loss=0.1549, over 2475386.93 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07862, over 21349.80 utterances.], batch size: 34, lr: 1.67e-03
2022-08-20 09:38:21,974 INFO [train.py:927] (3/8) Epoch 1, batch 15350, giga_loss[loss=0.3744, simple_loss=0.3988, pruned_loss=0.175, over 12409.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05765, over 182.00 utterances.], tot_loss[loss=0.3579, simple_loss=0.3964, pruned_loss=0.1597, over 2475207.15 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07798, over 19999.54 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4377, pruned_loss=0.2115, over 2468825.22 frames. utt_duration=1267 frames, utt_pad_proportion=0.05215, over 7802.07 utterances.], giga_tot_loss[loss=0.3523, simple_loss=0.392, pruned_loss=0.1562, over 2475489.91 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07947, over 21393.46 utterances.], batch size: 182, lr: 1.67e-03
2022-08-20 09:40:05,779 INFO [train.py:927] (3/8) Epoch 1, batch 15400, giga_loss[loss=0.3356, simple_loss=0.3936, pruned_loss=0.1388, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03111, over 42.00 utterances.], tot_loss[loss=0.3536, simple_loss=0.3962, pruned_loss=0.1555, over 2475508.26 frames. utt_duration=501.8 frames, utt_pad_proportion=0.0758, over 19791.84 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4377, pruned_loss=0.2115, over 2468825.22 frames. utt_duration=1267 frames, utt_pad_proportion=0.05215, over 7802.07 utterances.], giga_tot_loss[loss=0.3491, simple_loss=0.3927, pruned_loss=0.1528, over 2475728.33 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0771, over 20876.75 utterances.], batch size: 42, lr: 1.67e-03
2022-08-20 09:41:48,232 INFO [train.py:927] (3/8) Epoch 1, batch 15450, giga_loss[loss=0.3685, simple_loss=0.4058, pruned_loss=0.1656, over 12424.00 frames. utt_duration=306.2 frames, utt_pad_proportion=0.06065, over 163.00 utterances.], tot_loss[loss=0.3567, simple_loss=0.3987, pruned_loss=0.1574, over 2475506.12 frames. utt_duration=506.5 frames, utt_pad_proportion=0.0719, over 19606.62 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.4374, pruned_loss=0.2111, over 2468723.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05113, over 7781.18 utterances.], giga_tot_loss[loss=0.352, simple_loss=0.3954, pruned_loss=0.1544, over 2475953.49 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07364, over 20748.23 utterances.], batch size: 163, lr: 1.66e-03
2022-08-20 09:43:31,422 INFO [train.py:927] (3/8) Epoch 1, batch 15500, giga_loss[loss=0.4002, simple_loss=0.4231, pruned_loss=0.1887, over 12331.00 frames. utt_duration=667.9 frames, utt_pad_proportion=0.02774, over 74.00 utterances.], tot_loss[loss=0.3596, simple_loss=0.3997, pruned_loss=0.1598, over 2474572.42 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07331, over 19903.94 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4366, pruned_loss=0.2105, over 2468490.16 frames. utt_duration=1270 frames, utt_pad_proportion=0.05155, over 7786.42 utterances.], giga_tot_loss[loss=0.3558, simple_loss=0.3972, pruned_loss=0.1572, over 2475216.39 frames. utt_duration=474 frames, utt_pad_proportion=0.07455, over 20953.21 utterances.], batch size: 74, lr: 1.66e-03
2022-08-20 09:45:14,634 INFO [train.py:927] (3/8) Epoch 1, batch 15550, giga_loss[loss=0.3369, simple_loss=0.3977, pruned_loss=0.138, over 12435.00 frames. utt_duration=803.6 frames, utt_pad_proportion=0.02592, over 62.00 utterances.], tot_loss[loss=0.3614, simple_loss=0.402, pruned_loss=0.1604, over 2474922.30 frames. utt_duration=471.9 frames, utt_pad_proportion=0.079, over 21045.53 utterances.], libri_tot_loss[loss=0.4166, simple_loss=0.439, pruned_loss=0.2111, over 2468705.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05077, over 7773.81 utterances.], giga_tot_loss[loss=0.3556, simple_loss=0.3973, pruned_loss=0.157, over 2475352.19 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08011, over 22116.16 utterances.], batch size: 62, lr: 1.66e-03
2022-08-20 09:46:57,489 INFO [train.py:927] (3/8) Epoch 1, batch 15600, giga_loss[loss=0.3235, simple_loss=0.3857, pruned_loss=0.1306, over 12444.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.0287, over 80.00 utterances.], tot_loss[loss=0.3658, simple_loss=0.4055, pruned_loss=0.163, over 2474542.82 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07462, over 19986.99 utterances.], libri_tot_loss[loss=0.4235, simple_loss=0.4428, pruned_loss=0.2155, over 2468996.19 frames. utt_duration=1277 frames, utt_pad_proportion=0.04937, over 7741.40 utterances.], giga_tot_loss[loss=0.3535, simple_loss=0.3974, pruned_loss=0.1548, over 2474843.11 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07651, over 21330.19 utterances.], batch size: 80, lr: 1.66e-03
2022-08-20 09:48:39,473 INFO [train.py:927] (3/8) Epoch 1, batch 15650, giga_loss[loss=0.4183, simple_loss=0.418, pruned_loss=0.2093, over 12332.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.3641, simple_loss=0.404, pruned_loss=0.162, over 2475046.42 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07867, over 20784.07 utterances.], libri_tot_loss[loss=0.4228, simple_loss=0.4423, pruned_loss=0.215, over 2469109.21 frames. utt_duration=1279 frames, utt_pad_proportion=0.04922, over 7731.70 utterances.], giga_tot_loss[loss=0.3548, simple_loss=0.398, pruned_loss=0.1558, over 2475210.90 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07997, over 21895.55 utterances.], batch size: 371, lr: 1.65e-03
2022-08-20 09:50:21,199 INFO [train.py:927] (3/8) Epoch 1, batch 15700, giga_loss[loss=0.3325, simple_loss=0.3797, pruned_loss=0.1427, over 12373.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02919, over 85.00 utterances.], tot_loss[loss=0.3599, simple_loss=0.3999, pruned_loss=0.16, over 2475065.40 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07904, over 20984.10 utterances.], libri_tot_loss[loss=0.4217, simple_loss=0.4415, pruned_loss=0.2142, over 2468903.06 frames. utt_duration=1281 frames, utt_pad_proportion=0.04868, over 7718.78 utterances.], giga_tot_loss[loss=0.3527, simple_loss=0.3954, pruned_loss=0.155, over 2475470.40 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08031, over 22050.58 utterances.], batch size: 85, lr: 1.65e-03
2022-08-20 09:52:05,654 INFO [train.py:927] (3/8) Epoch 1, batch 15750, giga_loss[loss=0.4389, simple_loss=0.429, pruned_loss=0.2244, over 12363.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2143, over 374.00 utterances.], tot_loss[loss=0.3565, simple_loss=0.3965, pruned_loss=0.1582, over 2475186.76 frames. utt_duration=465.4 frames, utt_pad_proportion=0.08154, over 21339.79 utterances.], libri_tot_loss[loss=0.4207, simple_loss=0.4404, pruned_loss=0.2134, over 2468826.60 frames. utt_duration=1281 frames, utt_pad_proportion=0.04834, over 7715.34 utterances.], giga_tot_loss[loss=0.3505, simple_loss=0.3931, pruned_loss=0.154, over 2475697.45 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08274, over 22437.60 utterances.], batch size: 374, lr: 1.65e-03
2022-08-20 09:53:46,996 INFO [train.py:927] (3/8) Epoch 1, batch 15800, giga_loss[loss=0.313, simple_loss=0.37, pruned_loss=0.128, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.3553, simple_loss=0.3948, pruned_loss=0.1579, over 2475297.80 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07767, over 21083.10 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4395, pruned_loss=0.2126, over 2469128.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.04899, over 7748.85 utterances.], giga_tot_loss[loss=0.3497, simple_loss=0.3917, pruned_loss=0.1538, over 2475609.27 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07896, over 22280.66 utterances.], batch size: 51, lr: 1.65e-03
2022-08-20 09:55:27,022 INFO [train.py:927] (3/8) Epoch 1, batch 15850, giga_loss[loss=0.3239, simple_loss=0.3741, pruned_loss=0.1368, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05508, over 162.00 utterances.], tot_loss[loss=0.3505, simple_loss=0.3929, pruned_loss=0.154, over 2475659.52 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07918, over 21743.23 utterances.], libri_tot_loss[loss=0.4202, simple_loss=0.4408, pruned_loss=0.212, over 2469095.69 frames. utt_duration=1277 frames, utt_pad_proportion=0.04824, over 7741.48 utterances.], giga_tot_loss[loss=0.3437, simple_loss=0.3879, pruned_loss=0.1497, over 2476119.31 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08063, over 23094.31 utterances.], batch size: 162, lr: 1.65e-03
2022-08-20 09:57:13,064 INFO [train.py:927] (3/8) Epoch 1, batch 15900, giga_loss[loss=0.439, simple_loss=0.4348, pruned_loss=0.2216, over 12387.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.348, simple_loss=0.3911, pruned_loss=0.1524, over 2475947.93 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07738, over 22141.04 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.4403, pruned_loss=0.211, over 2469060.54 frames. utt_duration=1279 frames, utt_pad_proportion=0.04749, over 7728.71 utterances.], giga_tot_loss[loss=0.3422, simple_loss=0.3867, pruned_loss=0.1489, over 2476463.34 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07897, over 23462.72 utterances.], batch size: 258, lr: 1.64e-03
2022-08-20 09:58:57,932 INFO [train.py:927] (3/8) Epoch 1, batch 15950, giga_loss[loss=0.3614, simple_loss=0.4067, pruned_loss=0.1581, over 12356.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04174, over 113.00 utterances.], tot_loss[loss=0.3446, simple_loss=0.3877, pruned_loss=0.1507, over 2475395.22 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07557, over 21299.38 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4384, pruned_loss=0.2091, over 2469260.47 frames. utt_duration=1281 frames, utt_pad_proportion=0.047, over 7722.14 utterances.], giga_tot_loss[loss=0.3394, simple_loss=0.3841, pruned_loss=0.1474, over 2475870.62 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07751, over 22878.30 utterances.], batch size: 113, lr: 1.64e-03
2022-08-20 10:00:37,059 INFO [train.py:927] (3/8) Epoch 1, batch 16000, giga_loss[loss=0.2507, simple_loss=0.3168, pruned_loss=0.09226, over 12124.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04582, over 28.00 utterances.], tot_loss[loss=0.3432, simple_loss=0.3873, pruned_loss=0.1495, over 2475140.00 frames. utt_duration=492 frames, utt_pad_proportion=0.07119, over 20182.25 utterances.], libri_tot_loss[loss=0.4153, simple_loss=0.4369, pruned_loss=0.2079, over 2469142.23 frames. utt_duration=1271 frames, utt_pad_proportion=0.0501, over 7777.06 utterances.], giga_tot_loss[loss=0.3379, simple_loss=0.384, pruned_loss=0.1459, over 2475881.30 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07262, over 21893.54 utterances.], batch size: 28, lr: 1.64e-03
2022-08-20 10:02:20,826 INFO [train.py:927] (3/8) Epoch 1, batch 16050, giga_loss[loss=0.3576, simple_loss=0.3929, pruned_loss=0.1611, over 12438.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05398, over 162.00 utterances.], tot_loss[loss=0.3406, simple_loss=0.385, pruned_loss=0.1481, over 2475047.30 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07095, over 20247.70 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.4353, pruned_loss=0.2067, over 2469232.44 frames. utt_duration=1276 frames, utt_pad_proportion=0.04933, over 7749.80 utterances.], giga_tot_loss[loss=0.3362, simple_loss=0.3826, pruned_loss=0.1449, over 2475703.78 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07249, over 21909.05 utterances.], batch size: 162, lr: 1.64e-03
2022-08-20 10:04:04,034 INFO [train.py:927] (3/8) Epoch 1, batch 16100, giga_loss[loss=0.3237, simple_loss=0.3874, pruned_loss=0.13, over 12359.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04079, over 26.00 utterances.], tot_loss[loss=0.3409, simple_loss=0.3852, pruned_loss=0.1483, over 2474650.86 frames. utt_duration=509.2 frames, utt_pad_proportion=0.07086, over 19494.87 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4343, pruned_loss=0.2058, over 2469469.50 frames. utt_duration=1280 frames, utt_pad_proportion=0.04855, over 7729.16 utterances.], giga_tot_loss[loss=0.3369, simple_loss=0.3831, pruned_loss=0.1453, over 2475095.62 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07251, over 21092.82 utterances.], batch size: 26, lr: 1.63e-03
2022-08-20 10:05:47,730 INFO [train.py:927] (3/8) Epoch 1, batch 16150, giga_loss[loss=0.4001, simple_loss=0.4092, pruned_loss=0.1955, over 12358.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2161, over 375.00 utterances.], tot_loss[loss=0.3481, simple_loss=0.391, pruned_loss=0.1527, over 2475116.64 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07356, over 20004.52 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4357, pruned_loss=0.2052, over 2469590.16 frames. utt_duration=1271 frames, utt_pad_proportion=0.04851, over 7779.76 utterances.], giga_tot_loss[loss=0.3417, simple_loss=0.3861, pruned_loss=0.1486, over 2475613.97 frames. utt_duration=457 frames, utt_pad_proportion=0.07505, over 21738.59 utterances.], batch size: 375, lr: 1.63e-03
2022-08-20 10:07:35,904 INFO [train.py:927] (3/8) Epoch 1, batch 16200, giga_loss[loss=0.3408, simple_loss=0.3934, pruned_loss=0.1441, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03052, over 55.00 utterances.], tot_loss[loss=0.3512, simple_loss=0.3926, pruned_loss=0.1549, over 2475571.05 frames. utt_duration=472 frames, utt_pad_proportion=0.07982, over 21043.44 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.4356, pruned_loss=0.2057, over 2469538.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05419, over 7885.08 utterances.], giga_tot_loss[loss=0.3447, simple_loss=0.3883, pruned_loss=0.1506, over 2476086.98 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07903, over 22485.95 utterances.], batch size: 55, lr: 1.63e-03
2022-08-20 10:09:22,536 INFO [train.py:927] (3/8) Epoch 1, batch 16250, giga_loss[loss=0.3746, simple_loss=0.4055, pruned_loss=0.1718, over 12394.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06405, over 183.00 utterances.], tot_loss[loss=0.3554, simple_loss=0.3945, pruned_loss=0.1581, over 2475733.28 frames. utt_duration=453.6 frames, utt_pad_proportion=0.08309, over 21903.19 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4349, pruned_loss=0.207, over 2469345.38 frames. utt_duration=1248 frames, utt_pad_proportion=0.05724, over 7924.41 utterances.], giga_tot_loss[loss=0.3467, simple_loss=0.3902, pruned_loss=0.1517, over 2476571.63 frames. utt_duration=422 frames, utt_pad_proportion=0.08172, over 23553.63 utterances.], batch size: 183, lr: 1.63e-03
2022-08-20 10:11:10,809 INFO [train.py:927] (3/8) Epoch 1, batch 16300, giga_loss[loss=0.4062, simple_loss=0.416, pruned_loss=0.1983, over 12333.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.207, over 370.00 utterances.], tot_loss[loss=0.3521, simple_loss=0.3914, pruned_loss=0.1564, over 2474748.82 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08435, over 21973.23 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4337, pruned_loss=0.2063, over 2469057.21 frames. utt_duration=1252 frames, utt_pad_proportion=0.0564, over 7897.09 utterances.], giga_tot_loss[loss=0.3452, simple_loss=0.3882, pruned_loss=0.1511, over 2475784.29 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08354, over 23557.99 utterances.], batch size: 370, lr: 1.62e-03
2022-08-20 10:12:54,867 INFO [train.py:927] (3/8) Epoch 1, batch 16350, giga_loss[loss=0.289, simple_loss=0.3374, pruned_loss=0.1203, over 12209.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03016, over 28.00 utterances.], tot_loss[loss=0.3501, simple_loss=0.3895, pruned_loss=0.1553, over 2475116.96 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08152, over 21711.73 utterances.], libri_tot_loss[loss=0.4121, simple_loss=0.4323, pruned_loss=0.205, over 2469204.78 frames. utt_duration=1250 frames, utt_pad_proportion=0.05582, over 7913.75 utterances.], giga_tot_loss[loss=0.3441, simple_loss=0.3869, pruned_loss=0.1506, over 2475991.84 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08149, over 23397.23 utterances.], batch size: 28, lr: 1.62e-03
2022-08-20 10:14:39,301 INFO [train.py:927] (3/8) Epoch 1, batch 16400, libri_loss[loss=0.3665, simple_loss=0.4052, pruned_loss=0.1639, over 12306.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004846, over 35.00 utterances.], tot_loss[loss=0.352, simple_loss=0.3911, pruned_loss=0.1565, over 2474844.62 frames. utt_duration=448 frames, utt_pad_proportion=0.086, over 22167.09 utterances.], libri_tot_loss[loss=0.4126, simple_loss=0.4331, pruned_loss=0.2048, over 2469024.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.05906, over 7980.88 utterances.], giga_tot_loss[loss=0.3455, simple_loss=0.3873, pruned_loss=0.1518, over 2475828.46 frames. utt_duration=418 frames, utt_pad_proportion=0.08506, over 23772.83 utterances.], batch size: 35, lr: 1.62e-03
2022-08-20 10:16:25,546 INFO [train.py:927] (3/8) Epoch 1, batch 16450, giga_loss[loss=0.3171, simple_loss=0.3711, pruned_loss=0.1316, over 12149.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04137, over 28.00 utterances.], tot_loss[loss=0.3507, simple_loss=0.3904, pruned_loss=0.1555, over 2474767.66 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08243, over 21558.14 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4324, pruned_loss=0.2041, over 2468946.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.05877, over 7988.04 utterances.], giga_tot_loss[loss=0.3448, simple_loss=0.3871, pruned_loss=0.1512, over 2475749.39 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0822, over 23137.14 utterances.], batch size: 28, lr: 1.62e-03
2022-08-20 10:18:10,371 INFO [train.py:927] (3/8) Epoch 1, batch 16500, giga_loss[loss=0.3215, simple_loss=0.3771, pruned_loss=0.133, over 12364.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.3532, simple_loss=0.3915, pruned_loss=0.1575, over 2474767.42 frames. utt_duration=469.7 frames, utt_pad_proportion=0.08294, over 21140.48 utterances.], libri_tot_loss[loss=0.4114, simple_loss=0.4316, pruned_loss=0.2039, over 2469351.62 frames. utt_duration=1222 frames, utt_pad_proportion=0.06276, over 8092.46 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3884, pruned_loss=0.1529, over 2475338.65 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08169, over 22677.54 utterances.], batch size: 58, lr: 1.62e-03
2022-08-20 10:19:55,048 INFO [train.py:927] (3/8) Epoch 1, batch 16550, giga_loss[loss=0.2758, simple_loss=0.3373, pruned_loss=0.1072, over 12351.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03302, over 51.00 utterances.], tot_loss[loss=0.3529, simple_loss=0.3911, pruned_loss=0.1573, over 2474772.04 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08783, over 21880.92 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.4314, pruned_loss=0.2037, over 2469324.02 frames. utt_duration=1213 frames, utt_pad_proportion=0.06637, over 8155.98 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3881, pruned_loss=0.1531, over 2475337.04 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08574, over 23284.27 utterances.], batch size: 51, lr: 1.61e-03
2022-08-20 10:21:41,084 INFO [train.py:927] (3/8) Epoch 1, batch 16600, giga_loss[loss=0.3187, simple_loss=0.379, pruned_loss=0.1292, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04307, over 33.00 utterances.], tot_loss[loss=0.3559, simple_loss=0.3963, pruned_loss=0.1577, over 2474087.88 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08634, over 22308.72 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4353, pruned_loss=0.2035, over 2469357.19 frames. utt_duration=1216 frames, utt_pad_proportion=0.06552, over 8130.13 utterances.], giga_tot_loss[loss=0.3484, simple_loss=0.3893, pruned_loss=0.1537, over 2474605.70 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08517, over 23700.34 utterances.], batch size: 33, lr: 1.61e-03
2022-08-20 10:23:25,462 INFO [train.py:927] (3/8) Epoch 1, batch 16650, giga_loss[loss=0.453, simple_loss=0.4506, pruned_loss=0.2277, over 12414.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.07669, over 214.00 utterances.], tot_loss[loss=0.3578, simple_loss=0.3975, pruned_loss=0.1591, over 2473836.99 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08334, over 21686.52 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.435, pruned_loss=0.2029, over 2469505.26 frames. utt_duration=1224 frames, utt_pad_proportion=0.06398, over 8079.73 utterances.], giga_tot_loss[loss=0.3501, simple_loss=0.3908, pruned_loss=0.1547, over 2474286.25 frames. utt_duration=425 frames, utt_pad_proportion=0.08326, over 23366.74 utterances.], batch size: 214, lr: 1.61e-03
2022-08-20 10:25:09,613 INFO [train.py:927] (3/8) Epoch 1, batch 16700, giga_loss[loss=0.3369, simple_loss=0.3869, pruned_loss=0.1435, over 12441.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03772, over 123.00 utterances.], tot_loss[loss=0.3579, simple_loss=0.3969, pruned_loss=0.1595, over 2473466.56 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08249, over 21855.01 utterances.], libri_tot_loss[loss=0.4099, simple_loss=0.4328, pruned_loss=0.2009, over 2468969.23 frames. utt_duration=1231 frames, utt_pad_proportion=0.06255, over 8033.67 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3923, pruned_loss=0.1564, over 2474429.36 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08312, over 23666.55 utterances.], batch size: 123, lr: 1.61e-03
2022-08-20 10:26:52,425 INFO [train.py:927] (3/8) Epoch 1, batch 16750, giga_loss[loss=0.3305, simple_loss=0.3859, pruned_loss=0.1376, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03363, over 85.00 utterances.], tot_loss[loss=0.3538, simple_loss=0.3945, pruned_loss=0.1565, over 2473589.01 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07911, over 20954.21 utterances.], libri_tot_loss[loss=0.4073, simple_loss=0.4307, pruned_loss=0.1991, over 2468472.40 frames. utt_duration=1235 frames, utt_pad_proportion=0.06145, over 8003.81 utterances.], giga_tot_loss[loss=0.3505, simple_loss=0.3918, pruned_loss=0.1545, over 2474926.51 frames. utt_duration=435.6 frames, utt_pad_proportion=0.08042, over 22802.74 utterances.], batch size: 85, lr: 1.60e-03
2022-08-20 10:28:34,767 INFO [train.py:927] (3/8) Epoch 1, batch 16800, giga_loss[loss=0.3259, simple_loss=0.3863, pruned_loss=0.1327, over 12356.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02911, over 66.00 utterances.], tot_loss[loss=0.3485, simple_loss=0.3909, pruned_loss=0.1531, over 2473383.73 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07258, over 20078.67 utterances.], libri_tot_loss[loss=0.4061, simple_loss=0.4296, pruned_loss=0.1984, over 2468148.50 frames. utt_duration=1239 frames, utt_pad_proportion=0.06078, over 7979.87 utterances.], giga_tot_loss[loss=0.3462, simple_loss=0.3892, pruned_loss=0.1516, over 2474781.25 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07441, over 21727.19 utterances.], batch size: 66, lr: 1.60e-03
2022-08-20 10:30:16,922 INFO [train.py:927] (3/8) Epoch 1, batch 16850, giga_loss[loss=0.4352, simple_loss=0.4372, pruned_loss=0.2166, over 12356.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1094, over 259.00 utterances.], tot_loss[loss=0.3536, simple_loss=0.3956, pruned_loss=0.1558, over 2473849.17 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07331, over 20230.04 utterances.], libri_tot_loss[loss=0.4072, simple_loss=0.4316, pruned_loss=0.1982, over 2468036.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.06001, over 7938.68 utterances.], giga_tot_loss[loss=0.3485, simple_loss=0.3909, pruned_loss=0.153, over 2475358.56 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0751, over 22120.57 utterances.], batch size: 259, lr: 1.60e-03
2022-08-20 10:32:03,759 INFO [train.py:927] (3/8) Epoch 1, batch 16900, giga_loss[loss=0.3105, simple_loss=0.3771, pruned_loss=0.1219, over 12330.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.02985, over 26.00 utterances.], tot_loss[loss=0.3525, simple_loss=0.3938, pruned_loss=0.1555, over 2473728.21 frames. utt_duration=495 frames, utt_pad_proportion=0.07258, over 20049.81 utterances.], libri_tot_loss[loss=0.4062, simple_loss=0.4307, pruned_loss=0.1974, over 2467930.82 frames. utt_duration=1246 frames, utt_pad_proportion=0.05901, over 7930.34 utterances.], giga_tot_loss[loss=0.3482, simple_loss=0.3901, pruned_loss=0.1531, over 2475169.42 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07453, over 21841.22 utterances.], batch size: 26, lr: 1.60e-03
2022-08-20 10:33:48,763 INFO [train.py:927] (3/8) Epoch 1, batch 16950, giga_loss[loss=0.3084, simple_loss=0.3704, pruned_loss=0.1232, over 12345.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.351, simple_loss=0.3927, pruned_loss=0.1547, over 2474128.62 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07413, over 20193.44 utterances.], libri_tot_loss[loss=0.4051, simple_loss=0.4298, pruned_loss=0.1966, over 2468063.55 frames. utt_duration=1250 frames, utt_pad_proportion=0.0584, over 7907.54 utterances.], giga_tot_loss[loss=0.3479, simple_loss=0.39, pruned_loss=0.1529, over 2475234.12 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07584, over 21788.89 utterances.], batch size: 58, lr: 1.60e-03
2022-08-20 10:35:30,463 INFO [train.py:927] (3/8) Epoch 1, batch 17000, giga_loss[loss=0.3173, simple_loss=0.3724, pruned_loss=0.1311, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02429, over 48.00 utterances.], tot_loss[loss=0.3529, simple_loss=0.3936, pruned_loss=0.1562, over 2474707.83 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07413, over 20215.69 utterances.], libri_tot_loss[loss=0.403, simple_loss=0.4279, pruned_loss=0.1952, over 2468422.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.05646, over 7875.20 utterances.], giga_tot_loss[loss=0.3496, simple_loss=0.3914, pruned_loss=0.154, over 2475621.02 frames. utt_duration=448.7 frames, utt_pad_proportion=0.0763, over 22140.00 utterances.], batch size: 48, lr: 1.59e-03
2022-08-20 10:37:10,977 INFO [train.py:927] (3/8) Epoch 1, batch 17050, giga_loss[loss=0.3172, simple_loss=0.3673, pruned_loss=0.1335, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.3493, simple_loss=0.3912, pruned_loss=0.1537, over 2475217.89 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07514, over 20008.67 utterances.], libri_tot_loss[loss=0.4005, simple_loss=0.426, pruned_loss=0.1935, over 2468907.11 frames. utt_duration=1255 frames, utt_pad_proportion=0.05558, over 7879.47 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.39, pruned_loss=0.1522, over 2475713.70 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07739, over 21938.84 utterances.], batch size: 105, lr: 1.59e-03
2022-08-20 10:38:53,745 INFO [train.py:927] (3/8) Epoch 1, batch 17100, libri_loss[loss=0.2867, simple_loss=0.3499, pruned_loss=0.1117, over 12469.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008442, over 29.00 utterances.], tot_loss[loss=0.3463, simple_loss=0.391, pruned_loss=0.1509, over 2475044.16 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07579, over 19962.73 utterances.], libri_tot_loss[loss=0.3993, simple_loss=0.4265, pruned_loss=0.1918, over 2469094.12 frames. utt_duration=1247 frames, utt_pad_proportion=0.05994, over 7926.90 utterances.], giga_tot_loss[loss=0.3442, simple_loss=0.3884, pruned_loss=0.15, over 2475459.45 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07646, over 21859.20 utterances.], batch size: 29, lr: 1.59e-03
2022-08-20 10:40:36,783 INFO [train.py:927] (3/8) Epoch 1, batch 17150, giga_loss[loss=0.3088, simple_loss=0.3586, pruned_loss=0.1295, over 12352.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03345, over 62.00 utterances.], tot_loss[loss=0.3446, simple_loss=0.3885, pruned_loss=0.1503, over 2475071.64 frames. utt_duration=508 frames, utt_pad_proportion=0.07239, over 19547.45 utterances.], libri_tot_loss[loss=0.3982, simple_loss=0.4254, pruned_loss=0.1911, over 2469289.33 frames. utt_duration=1253 frames, utt_pad_proportion=0.05838, over 7894.85 utterances.], giga_tot_loss[loss=0.3422, simple_loss=0.3864, pruned_loss=0.149, over 2475406.22 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07389, over 21473.26 utterances.], batch size: 62, lr: 1.59e-03
2022-08-20 10:42:20,489 INFO [train.py:927] (3/8) Epoch 1, batch 17200, giga_loss[loss=0.3531, simple_loss=0.3947, pruned_loss=0.1558, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03177, over 58.00 utterances.], tot_loss[loss=0.3422, simple_loss=0.3852, pruned_loss=0.1496, over 2473937.12 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07364, over 19579.58 utterances.], libri_tot_loss[loss=0.3958, simple_loss=0.4233, pruned_loss=0.1895, over 2469230.71 frames. utt_duration=1255 frames, utt_pad_proportion=0.05708, over 7880.32 utterances.], giga_tot_loss[loss=0.3402, simple_loss=0.3838, pruned_loss=0.1483, over 2474469.98 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07542, over 21641.04 utterances.], batch size: 58, lr: 1.59e-03
2022-08-20 10:44:07,416 INFO [train.py:927] (3/8) Epoch 1, batch 17250, libri_loss[loss=0.3378, simple_loss=0.3762, pruned_loss=0.1497, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00553, over 34.00 utterances.], tot_loss[loss=0.3415, simple_loss=0.3837, pruned_loss=0.1496, over 2474428.57 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06971, over 19309.52 utterances.], libri_tot_loss[loss=0.3948, simple_loss=0.4223, pruned_loss=0.1888, over 2469148.58 frames. utt_duration=1247 frames, utt_pad_proportion=0.06107, over 7931.59 utterances.], giga_tot_loss[loss=0.3394, simple_loss=0.3825, pruned_loss=0.1482, over 2475081.47 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07037, over 21246.74 utterances.], batch size: 34, lr: 1.58e-03
2022-08-20 10:45:51,420 INFO [train.py:927] (3/8) Epoch 1, batch 17300, giga_loss[loss=0.2791, simple_loss=0.3305, pruned_loss=0.1138, over 12361.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1905, over 363.00 utterances.], tot_loss[loss=0.3393, simple_loss=0.383, pruned_loss=0.1478, over 2475068.82 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07268, over 20174.61 utterances.], libri_tot_loss[loss=0.3939, simple_loss=0.4215, pruned_loss=0.1881, over 2469590.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.06015, over 7946.10 utterances.], giga_tot_loss[loss=0.3368, simple_loss=0.3815, pruned_loss=0.146, over 2475369.23 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07337, over 22091.33 utterances.], batch size: 363, lr: 1.58e-03
2022-08-20 10:47:33,065 INFO [train.py:927] (3/8) Epoch 1, batch 17350, giga_loss[loss=0.296, simple_loss=0.3634, pruned_loss=0.1144, over 12356.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.3317, simple_loss=0.3785, pruned_loss=0.1424, over 2474762.18 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07277, over 21370.07 utterances.], libri_tot_loss[loss=0.3941, simple_loss=0.4212, pruned_loss=0.1884, over 2469364.03 frames. utt_duration=1247 frames, utt_pad_proportion=0.05944, over 7930.98 utterances.], giga_tot_loss[loss=0.3287, simple_loss=0.3771, pruned_loss=0.1402, over 2475284.05 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07355, over 23070.68 utterances.], batch size: 91, lr: 1.58e-03
2022-08-20 10:49:17,329 INFO [train.py:927] (3/8) Epoch 1, batch 17400, libri_loss[loss=0.4367, simple_loss=0.4475, pruned_loss=0.213, over 12401.00 frames. utt_duration=411.5 frames, utt_pad_proportion=0.3509, over 121.00 utterances.], tot_loss[loss=0.3266, simple_loss=0.3749, pruned_loss=0.1391, over 2474932.59 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07698, over 22618.35 utterances.], libri_tot_loss[loss=0.3971, simple_loss=0.4224, pruned_loss=0.1907, over 2469443.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.0634, over 8012.01 utterances.], giga_tot_loss[loss=0.3203, simple_loss=0.3719, pruned_loss=0.1344, over 2475345.07 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07615, over 24090.29 utterances.], batch size: 121, lr: 1.58e-03
2022-08-20 10:50:59,691 INFO [train.py:927] (3/8) Epoch 1, batch 17450, giga_loss[loss=0.2541, simple_loss=0.3305, pruned_loss=0.08886, over 12449.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04559, over 34.00 utterances.], tot_loss[loss=0.3202, simple_loss=0.3722, pruned_loss=0.1341, over 2475389.83 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07427, over 22993.87 utterances.], libri_tot_loss[loss=0.3964, simple_loss=0.4219, pruned_loss=0.1902, over 2469533.89 frames. utt_duration=1239 frames, utt_pad_proportion=0.06276, over 7983.97 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.3697, pruned_loss=0.1301, over 2475718.82 frames. utt_duration=407.3 frames, utt_pad_proportion=0.074, over 24400.35 utterances.], batch size: 34, lr: 1.57e-03
2022-08-20 10:52:41,909 INFO [train.py:927] (3/8) Epoch 1, batch 17500, giga_loss[loss=0.2944, simple_loss=0.3609, pruned_loss=0.1139, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04244, over 146.00 utterances.], tot_loss[loss=0.3151, simple_loss=0.3696, pruned_loss=0.1303, over 2475914.67 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07197, over 23123.54 utterances.], libri_tot_loss[loss=0.3967, simple_loss=0.4223, pruned_loss=0.1902, over 2469570.35 frames. utt_duration=1237 frames, utt_pad_proportion=0.06247, over 7993.20 utterances.], giga_tot_loss[loss=0.3095, simple_loss=0.3664, pruned_loss=0.1263, over 2476227.21 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07202, over 24443.33 utterances.], batch size: 146, lr: 1.57e-03
2022-08-20 10:54:24,443 INFO [train.py:927] (3/8) Epoch 1, batch 17550, giga_loss[loss=0.3158, simple_loss=0.377, pruned_loss=0.1273, over 12427.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05189, over 162.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3665, pruned_loss=0.1279, over 2475717.89 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07326, over 23405.25 utterances.], libri_tot_loss[loss=0.3951, simple_loss=0.421, pruned_loss=0.1891, over 2469075.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06587, over 8056.08 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3636, pruned_loss=0.124, over 2476597.78 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07226, over 24832.18 utterances.], batch size: 162, lr: 1.57e-03
2022-08-20 10:56:09,433 INFO [train.py:927] (3/8) Epoch 1, batch 17600, giga_loss[loss=0.2735, simple_loss=0.3426, pruned_loss=0.1022, over 12364.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04679, over 146.00 utterances.], tot_loss[loss=0.306, simple_loss=0.3633, pruned_loss=0.1243, over 2475416.85 frames. utt_duration=421 frames, utt_pad_proportion=0.07055, over 23599.56 utterances.], libri_tot_loss[loss=0.3948, simple_loss=0.4209, pruned_loss=0.1888, over 2468768.49 frames. utt_duration=1231 frames, utt_pad_proportion=0.06517, over 8033.30 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3604, pruned_loss=0.1207, over 2476468.31 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07012, over 24951.94 utterances.], batch size: 146, lr: 1.57e-03
2022-08-20 10:57:49,703 INFO [train.py:927] (3/8) Epoch 1, batch 17650, giga_loss[loss=0.2457, simple_loss=0.32, pruned_loss=0.08568, over 12343.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03351, over 58.00 utterances.], tot_loss[loss=0.3022, simple_loss=0.3627, pruned_loss=0.1209, over 2475602.63 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07206, over 24458.19 utterances.], libri_tot_loss[loss=0.3959, simple_loss=0.4244, pruned_loss=0.1881, over 2469230.58 frames. utt_duration=1233 frames, utt_pad_proportion=0.06371, over 8020.53 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3558, pruned_loss=0.1169, over 2476207.74 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07209, over 25973.84 utterances.], batch size: 58, lr: 1.57e-03
2022-08-20 10:59:36,413 INFO [train.py:927] (3/8) Epoch 1, batch 17700, giga_loss[loss=0.2868, simple_loss=0.3475, pruned_loss=0.1131, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02727, over 48.00 utterances.], tot_loss[loss=0.298, simple_loss=0.3584, pruned_loss=0.1188, over 2476062.26 frames. utt_duration=390 frames, utt_pad_proportion=0.07538, over 25490.06 utterances.], libri_tot_loss[loss=0.3957, simple_loss=0.4246, pruned_loss=0.1877, over 2469312.72 frames. utt_duration=1234 frames, utt_pad_proportion=0.06319, over 8015.33 utterances.], giga_tot_loss[loss=0.2914, simple_loss=0.3522, pruned_loss=0.1153, over 2476528.70 frames. utt_duration=370.4 frames, utt_pad_proportion=0.07542, over 26852.53 utterances.], batch size: 48, lr: 1.56e-03
2022-08-20 11:01:28,407 INFO [train.py:927] (3/8) Epoch 1, batch 17750, giga_loss[loss=0.301, simple_loss=0.3615, pruned_loss=0.1203, over 12407.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.0295, over 62.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3591, pruned_loss=0.1193, over 2476125.55 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07609, over 24986.62 utterances.], libri_tot_loss[loss=0.3934, simple_loss=0.4225, pruned_loss=0.1862, over 2469130.97 frames. utt_duration=1228 frames, utt_pad_proportion=0.06496, over 8051.19 utterances.], giga_tot_loss[loss=0.2912, simple_loss=0.3529, pruned_loss=0.1148, over 2476968.78 frames. utt_duration=370.2 frames, utt_pad_proportion=0.07582, over 26869.28 utterances.], batch size: 62, lr: 1.56e-03
2022-08-20 11:03:29,132 INFO [train.py:927] (3/8) Epoch 1, batch 17800, giga_loss[loss=0.3159, simple_loss=0.3686, pruned_loss=0.1316, over 12404.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05821, over 182.00 utterances.], tot_loss[loss=0.2969, simple_loss=0.3578, pruned_loss=0.118, over 2476255.90 frames. utt_duration=408.8 frames, utt_pad_proportion=0.07387, over 24316.42 utterances.], libri_tot_loss[loss=0.3918, simple_loss=0.4211, pruned_loss=0.1852, over 2469263.42 frames. utt_duration=1231 frames, utt_pad_proportion=0.06409, over 8034.09 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3528, pruned_loss=0.1137, over 2476949.28 frames. utt_duration=379.3 frames, utt_pad_proportion=0.0741, over 26217.99 utterances.], batch size: 182, lr: 1.56e-03
2022-08-20 11:05:26,991 INFO [train.py:927] (3/8) Epoch 1, batch 17850, giga_loss[loss=0.2799, simple_loss=0.3504, pruned_loss=0.1047, over 12406.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02909, over 97.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3565, pruned_loss=0.1164, over 2476706.55 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07069, over 23882.06 utterances.], libri_tot_loss[loss=0.3908, simple_loss=0.4207, pruned_loss=0.1844, over 2469347.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06304, over 8008.44 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3514, pruned_loss=0.1122, over 2477344.45 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07141, over 25772.76 utterances.], batch size: 97, lr: 1.56e-03
2022-08-20 11:07:40,382 INFO [train.py:927] (3/8) Epoch 1, batch 17900, giga_loss[loss=0.2796, simple_loss=0.3328, pruned_loss=0.1132, over 12326.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02782, over 79.00 utterances.], tot_loss[loss=0.2897, simple_loss=0.3524, pruned_loss=0.1135, over 2477265.39 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06878, over 24698.85 utterances.], libri_tot_loss[loss=0.3901, simple_loss=0.4201, pruned_loss=0.1839, over 2469507.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.0626, over 7990.39 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3483, pruned_loss=0.11, over 2477689.13 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06959, over 26359.65 utterances.], batch size: 79, lr: 1.56e-03
2022-08-20 11:09:35,453 INFO [train.py:927] (3/8) Epoch 1, batch 17950, giga_loss[loss=0.2641, simple_loss=0.3292, pruned_loss=0.09951, over 12353.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02983, over 91.00 utterances.], tot_loss[loss=0.2862, simple_loss=0.3496, pruned_loss=0.1114, over 2476939.86 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06739, over 24707.01 utterances.], libri_tot_loss[loss=0.3904, simple_loss=0.4206, pruned_loss=0.1838, over 2469207.38 frames. utt_duration=1239 frames, utt_pad_proportion=0.06224, over 7980.70 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.345, pruned_loss=0.1078, over 2477639.50 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06821, over 26245.31 utterances.], batch size: 91, lr: 1.55e-03
2022-08-20 11:11:38,933 INFO [train.py:927] (3/8) Epoch 1, batch 18000, giga_loss[loss=0.3005, simple_loss=0.3646, pruned_loss=0.1182, over 12455.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3522, pruned_loss=0.1117, over 2476909.46 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06978, over 25112.01 utterances.], libri_tot_loss[loss=0.3911, simple_loss=0.4216, pruned_loss=0.184, over 2469179.41 frames. utt_duration=1241 frames, utt_pad_proportion=0.06159, over 7971.01 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3466, pruned_loss=0.1076, over 2477597.92 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07053, over 26580.23 utterances.], batch size: 86, lr: 1.55e-03
2022-08-20 11:11:38,934 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 11:11:55,524 INFO [train.py:967] (3/8) 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] (3/8) Epoch 1, batch 18050, giga_loss[loss=0.2929, simple_loss=0.3552, pruned_loss=0.1153, over 12406.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.04106, over 105.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3483, pruned_loss=0.1097, over 2476233.44 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06858, over 24425.75 utterances.], libri_tot_loss[loss=0.3905, simple_loss=0.421, pruned_loss=0.1836, over 2469097.67 frames. utt_duration=1244 frames, utt_pad_proportion=0.06064, over 7949.79 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3432, pruned_loss=0.1055, over 2476973.39 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06955, over 25905.48 utterances.], batch size: 105, lr: 1.55e-03
2022-08-20 11:16:05,147 INFO [train.py:927] (3/8) Epoch 1, batch 18100, giga_loss[loss=0.278, simple_loss=0.3675, pruned_loss=0.09427, over 12353.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03349, over 97.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3507, pruned_loss=0.111, over 2477399.99 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07117, over 25340.28 utterances.], libri_tot_loss[loss=0.3888, simple_loss=0.4195, pruned_loss=0.1826, over 2469451.23 frames. utt_duration=1243 frames, utt_pad_proportion=0.06014, over 7955.63 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3457, pruned_loss=0.1063, over 2477916.96 frames. utt_duration=367.6 frames, utt_pad_proportion=0.07199, over 27055.33 utterances.], batch size: 97, lr: 1.55e-03
2022-08-20 11:18:02,631 INFO [train.py:927] (3/8) Epoch 1, batch 18150, giga_loss[loss=0.229, simple_loss=0.3208, pruned_loss=0.06866, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02742, over 55.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3506, pruned_loss=0.1091, over 2477259.06 frames. utt_duration=393.7 frames, utt_pad_proportion=0.0703, over 25248.83 utterances.], libri_tot_loss[loss=0.3866, simple_loss=0.4179, pruned_loss=0.1811, over 2469198.29 frames. utt_duration=1249 frames, utt_pad_proportion=0.05897, over 7919.49 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3462, pruned_loss=0.1046, over 2478137.97 frames. utt_duration=366.3 frames, utt_pad_proportion=0.0714, over 27152.70 utterances.], batch size: 55, lr: 1.55e-03
2022-08-20 11:20:07,958 INFO [train.py:927] (3/8) Epoch 1, batch 18200, libri_loss[loss=0.3413, simple_loss=0.3823, pruned_loss=0.1502, over 12254.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01125, over 28.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3509, pruned_loss=0.1091, over 2477969.69 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07277, over 25576.79 utterances.], libri_tot_loss[loss=0.3859, simple_loss=0.4173, pruned_loss=0.1806, over 2469226.84 frames. utt_duration=1239 frames, utt_pad_proportion=0.06296, over 7983.31 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3464, pruned_loss=0.1043, over 2478834.10 frames. utt_duration=362.5 frames, utt_pad_proportion=0.07266, over 27440.76 utterances.], batch size: 28, lr: 1.54e-03
2022-08-20 11:22:31,994 INFO [train.py:927] (3/8) Epoch 1, batch 18250, giga_loss[loss=0.2841, simple_loss=0.3514, pruned_loss=0.1084, over 12441.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03112, over 98.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3498, pruned_loss=0.109, over 2477110.38 frames. utt_duration=400.6 frames, utt_pad_proportion=0.0699, over 24809.21 utterances.], libri_tot_loss[loss=0.3852, simple_loss=0.4166, pruned_loss=0.1802, over 2468983.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.06234, over 7967.63 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.346, pruned_loss=0.1046, over 2478127.82 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07018, over 26533.39 utterances.], batch size: 98, lr: 1.54e-03
2022-08-20 11:24:33,567 INFO [train.py:927] (3/8) Epoch 1, batch 18300, libri_loss[loss=0.3151, simple_loss=0.3753, pruned_loss=0.1275, over 12439.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007294, over 32.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3464, pruned_loss=0.1071, over 2478071.91 frames. utt_duration=400 frames, utt_pad_proportion=0.07244, over 24853.37 utterances.], libri_tot_loss[loss=0.3841, simple_loss=0.4159, pruned_loss=0.1793, over 2469168.78 frames. utt_duration=1241 frames, utt_pad_proportion=0.06129, over 7967.53 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3421, pruned_loss=0.1024, over 2478963.80 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07285, over 26699.94 utterances.], batch size: 32, lr: 1.54e-03
2022-08-20 11:26:42,399 INFO [train.py:927] (3/8) Epoch 1, batch 18350, giga_loss[loss=0.2424, simple_loss=0.3113, pruned_loss=0.08678, over 12444.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.0309, over 98.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3443, pruned_loss=0.1068, over 2478627.59 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07606, over 25723.77 utterances.], libri_tot_loss[loss=0.383, simple_loss=0.415, pruned_loss=0.1786, over 2469190.52 frames. utt_duration=1241 frames, utt_pad_proportion=0.06062, over 7968.20 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3404, pruned_loss=0.1025, over 2479476.46 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07639, over 27489.28 utterances.], batch size: 98, lr: 1.54e-03
2022-08-20 11:28:46,353 INFO [train.py:927] (3/8) Epoch 1, batch 18400, giga_loss[loss=0.2934, simple_loss=0.3443, pruned_loss=0.1212, over 12386.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.348, pruned_loss=0.1097, over 2478191.39 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07277, over 24612.17 utterances.], libri_tot_loss[loss=0.3813, simple_loss=0.4134, pruned_loss=0.1776, over 2468983.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06353, over 7999.51 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3439, pruned_loss=0.1046, over 2479387.71 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07266, over 26615.55 utterances.], batch size: 105, lr: 1.54e-03
2022-08-20 11:30:40,482 INFO [train.py:927] (3/8) Epoch 1, batch 18450, giga_loss[loss=0.2618, simple_loss=0.3336, pruned_loss=0.09505, over 12428.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05712, over 182.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.347, pruned_loss=0.111, over 2478301.34 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07424, over 25145.38 utterances.], libri_tot_loss[loss=0.3814, simple_loss=0.4126, pruned_loss=0.1781, over 2468933.02 frames. utt_duration=1240 frames, utt_pad_proportion=0.06286, over 7974.63 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3436, pruned_loss=0.1056, over 2479438.49 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07428, over 26998.01 utterances.], batch size: 182, lr: 1.53e-03
2022-08-20 11:32:54,587 INFO [train.py:927] (3/8) Epoch 1, batch 18500, giga_loss[loss=0.2848, simple_loss=0.358, pruned_loss=0.1058, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04539, over 146.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.348, pruned_loss=0.1103, over 2478460.09 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07245, over 25457.71 utterances.], libri_tot_loss[loss=0.3812, simple_loss=0.4124, pruned_loss=0.1779, over 2469146.04 frames. utt_duration=1234 frames, utt_pad_proportion=0.06353, over 8012.76 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3449, pruned_loss=0.1055, over 2479251.73 frames. utt_duration=368 frames, utt_pad_proportion=0.07246, over 27034.55 utterances.], batch size: 146, lr: 1.53e-03
2022-08-20 11:35:11,305 INFO [train.py:927] (3/8) Epoch 1, batch 18550, giga_loss[loss=0.263, simple_loss=0.3326, pruned_loss=0.09668, over 12444.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03218, over 75.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3473, pruned_loss=0.1097, over 2478688.38 frames. utt_duration=394 frames, utt_pad_proportion=0.06996, over 25238.76 utterances.], libri_tot_loss[loss=0.3802, simple_loss=0.4116, pruned_loss=0.1772, over 2469392.36 frames. utt_duration=1238 frames, utt_pad_proportion=0.06266, over 7985.65 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3444, pruned_loss=0.1055, over 2479261.84 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07035, over 26803.43 utterances.], batch size: 75, lr: 1.53e-03
2022-08-20 11:37:17,868 INFO [train.py:927] (3/8) Epoch 1, batch 18600, giga_loss[loss=0.257, simple_loss=0.3223, pruned_loss=0.0958, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3423, pruned_loss=0.1066, over 2478696.55 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06721, over 24903.78 utterances.], libri_tot_loss[loss=0.3796, simple_loss=0.4119, pruned_loss=0.1765, over 2469325.09 frames. utt_duration=1243 frames, utt_pad_proportion=0.06188, over 7957.12 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3385, pruned_loss=0.1027, over 2479389.07 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06791, over 26478.19 utterances.], batch size: 113, lr: 1.53e-03
2022-08-20 11:39:09,255 INFO [train.py:927] (3/8) Epoch 1, batch 18650, giga_loss[loss=0.263, simple_loss=0.3284, pruned_loss=0.09885, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03542, over 37.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3423, pruned_loss=0.1079, over 2478387.94 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06923, over 25398.05 utterances.], libri_tot_loss[loss=0.3793, simple_loss=0.4113, pruned_loss=0.1764, over 2469409.32 frames. utt_duration=1247 frames, utt_pad_proportion=0.06071, over 7928.53 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3384, pruned_loss=0.1033, over 2479072.96 frames. utt_duration=367.6 frames, utt_pad_proportion=0.07, over 27060.92 utterances.], batch size: 37, lr: 1.53e-03
2022-08-20 11:41:10,114 INFO [train.py:927] (3/8) Epoch 1, batch 18700, giga_loss[loss=0.2983, simple_loss=0.3603, pruned_loss=0.1181, over 12427.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07615, over 213.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3395, pruned_loss=0.1054, over 2478978.94 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07184, over 25940.93 utterances.], libri_tot_loss[loss=0.3787, simple_loss=0.4108, pruned_loss=0.176, over 2469666.35 frames. utt_duration=1252 frames, utt_pad_proportion=0.05958, over 7898.65 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3352, pruned_loss=0.1005, over 2479494.47 frames. utt_duration=359.3 frames, utt_pad_proportion=0.07262, over 27694.79 utterances.], batch size: 213, lr: 1.52e-03
2022-08-20 11:43:19,992 INFO [train.py:927] (3/8) Epoch 1, batch 18750, giga_loss[loss=0.2643, simple_loss=0.3385, pruned_loss=0.09502, over 12442.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.02557, over 75.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3377, pruned_loss=0.1039, over 2478590.12 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06889, over 25320.14 utterances.], libri_tot_loss[loss=0.378, simple_loss=0.4103, pruned_loss=0.1755, over 2469702.32 frames. utt_duration=1254 frames, utt_pad_proportion=0.05845, over 7886.21 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3331, pruned_loss=0.09887, over 2479170.52 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07004, over 27117.03 utterances.], batch size: 75, lr: 1.52e-03
2022-08-20 11:45:26,572 INFO [train.py:927] (3/8) Epoch 1, batch 18800, giga_loss[loss=0.2688, simple_loss=0.333, pruned_loss=0.1023, over 12430.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06728, over 211.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3384, pruned_loss=0.1041, over 2478811.15 frames. utt_duration=405.1 frames, utt_pad_proportion=0.0676, over 24545.46 utterances.], libri_tot_loss[loss=0.3792, simple_loss=0.4111, pruned_loss=0.1762, over 2469876.82 frames. utt_duration=1256 frames, utt_pad_proportion=0.05736, over 7875.14 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3326, pruned_loss=0.09796, over 2479316.53 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06899, over 26358.93 utterances.], batch size: 211, lr: 1.52e-03
2022-08-20 11:47:20,558 INFO [train.py:927] (3/8) Epoch 1, batch 18850, giga_loss[loss=0.2538, simple_loss=0.3277, pruned_loss=0.08994, over 12385.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3364, pruned_loss=0.1025, over 2479120.80 frames. utt_duration=393 frames, utt_pad_proportion=0.07034, over 25309.87 utterances.], libri_tot_loss[loss=0.379, simple_loss=0.4109, pruned_loss=0.1761, over 2469957.44 frames. utt_duration=1256 frames, utt_pad_proportion=0.05715, over 7875.76 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3317, pruned_loss=0.09759, over 2479488.01 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07132, over 26793.12 utterances.], batch size: 91, lr: 1.52e-03
2022-08-20 11:49:15,090 INFO [train.py:927] (3/8) Epoch 1, batch 18900, giga_loss[loss=0.3064, simple_loss=0.3708, pruned_loss=0.121, over 12411.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3457, pruned_loss=0.1056, over 2478765.63 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06774, over 25410.60 utterances.], libri_tot_loss[loss=0.3831, simple_loss=0.4162, pruned_loss=0.1775, over 2469412.39 frames. utt_duration=1260 frames, utt_pad_proportion=0.05608, over 7851.12 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3355, pruned_loss=0.09869, over 2479751.23 frames. utt_duration=368.4 frames, utt_pad_proportion=0.069, over 27008.63 utterances.], batch size: 182, lr: 1.52e-03
2022-08-20 11:51:10,923 INFO [train.py:927] (3/8) Epoch 1, batch 18950, giga_loss[loss=0.2758, simple_loss=0.3402, pruned_loss=0.1057, over 12425.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3462, pruned_loss=0.1061, over 2478087.01 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06549, over 24659.93 utterances.], libri_tot_loss[loss=0.3825, simple_loss=0.4154, pruned_loss=0.1771, over 2469217.20 frames. utt_duration=1260 frames, utt_pad_proportion=0.05585, over 7848.42 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3369, pruned_loss=0.09897, over 2479315.64 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06678, over 26413.23 utterances.], batch size: 80, lr: 1.52e-03
2022-08-20 11:53:09,712 INFO [train.py:927] (3/8) Epoch 1, batch 19000, giga_loss[loss=0.2713, simple_loss=0.338, pruned_loss=0.1023, over 12431.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03848, over 133.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3429, pruned_loss=0.1038, over 2478079.57 frames. utt_duration=421 frames, utt_pad_proportion=0.06094, over 23614.42 utterances.], libri_tot_loss[loss=0.3813, simple_loss=0.4144, pruned_loss=0.1764, over 2469023.38 frames. utt_duration=1261 frames, utt_pad_proportion=0.05502, over 7839.59 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3351, pruned_loss=0.09753, over 2479368.69 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06256, over 25298.49 utterances.], batch size: 133, lr: 1.51e-03
2022-08-20 11:55:09,653 INFO [train.py:927] (3/8) Epoch 1, batch 19050, giga_loss[loss=0.2471, simple_loss=0.3235, pruned_loss=0.0853, over 12341.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3404, pruned_loss=0.1027, over 2478306.64 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06025, over 23402.79 utterances.], libri_tot_loss[loss=0.3795, simple_loss=0.413, pruned_loss=0.1753, over 2469110.71 frames. utt_duration=1261 frames, utt_pad_proportion=0.05468, over 7840.32 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3339, pruned_loss=0.09708, over 2479462.24 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06173, over 25094.48 utterances.], batch size: 62, lr: 1.51e-03
2022-08-20 11:57:17,824 INFO [train.py:927] (3/8) Epoch 1, batch 19100, giga_loss[loss=0.2722, simple_loss=0.3405, pruned_loss=0.1019, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03203, over 86.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3422, pruned_loss=0.1035, over 2477957.67 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06073, over 23390.72 utterances.], libri_tot_loss[loss=0.3787, simple_loss=0.4124, pruned_loss=0.1747, over 2468925.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.05469, over 7866.19 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3359, pruned_loss=0.09794, over 2479281.38 frames. utt_duration=396.8 frames, utt_pad_proportion=0.0619, over 25068.16 utterances.], batch size: 86, lr: 1.51e-03
2022-08-20 11:59:10,720 INFO [train.py:927] (3/8) Epoch 1, batch 19150, giga_loss[loss=0.2698, simple_loss=0.352, pruned_loss=0.0938, over 12449.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03551, over 105.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3441, pruned_loss=0.1057, over 2478019.30 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06181, over 23858.13 utterances.], libri_tot_loss[loss=0.3785, simple_loss=0.4122, pruned_loss=0.1746, over 2469012.84 frames. utt_duration=1262 frames, utt_pad_proportion=0.0535, over 7833.65 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3373, pruned_loss=0.09936, over 2479279.42 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06303, over 25679.78 utterances.], batch size: 105, lr: 1.51e-03
2022-08-20 12:01:09,520 INFO [train.py:927] (3/8) Epoch 1, batch 19200, giga_loss[loss=0.3, simple_loss=0.3661, pruned_loss=0.117, over 12382.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06078, over 182.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3465, pruned_loss=0.106, over 2477849.14 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06298, over 23802.28 utterances.], libri_tot_loss[loss=0.3783, simple_loss=0.4124, pruned_loss=0.1742, over 2469167.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.05269, over 7813.16 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3397, pruned_loss=0.1001, over 2478883.48 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06414, over 25547.69 utterances.], batch size: 182, lr: 1.51e-03
2022-08-20 12:03:22,517 INFO [train.py:927] (3/8) Epoch 1, batch 19250, giga_loss[loss=0.2643, simple_loss=0.3307, pruned_loss=0.0989, over 12424.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03453, over 113.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3445, pruned_loss=0.1058, over 2477612.96 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06293, over 23435.03 utterances.], libri_tot_loss[loss=0.3744, simple_loss=0.4092, pruned_loss=0.1718, over 2468627.16 frames. utt_duration=1276 frames, utt_pad_proportion=0.05103, over 7746.64 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3389, pruned_loss=0.1002, over 2479308.59 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06443, over 25608.23 utterances.], batch size: 113, lr: 1.50e-03
2022-08-20 12:05:19,678 INFO [train.py:927] (3/8) Epoch 1, batch 19300, giga_loss[loss=0.2622, simple_loss=0.3317, pruned_loss=0.09633, over 12334.00 frames. utt_duration=706 frames, utt_pad_proportion=0.02757, over 70.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3438, pruned_loss=0.1061, over 2478119.00 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06758, over 23803.16 utterances.], libri_tot_loss[loss=0.3742, simple_loss=0.409, pruned_loss=0.1716, over 2469089.20 frames. utt_duration=1261 frames, utt_pad_proportion=0.05521, over 7840.87 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3377, pruned_loss=0.09997, over 2479303.25 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06733, over 25891.35 utterances.], batch size: 70, lr: 1.50e-03
2022-08-20 12:07:26,156 INFO [train.py:927] (3/8) Epoch 1, batch 19350, giga_loss[loss=0.2676, simple_loss=0.34, pruned_loss=0.09758, over 12366.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3423, pruned_loss=0.1059, over 2477808.93 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06513, over 23761.40 utterances.], libri_tot_loss[loss=0.3729, simple_loss=0.4079, pruned_loss=0.1709, over 2468973.15 frames. utt_duration=1265 frames, utt_pad_proportion=0.05468, over 7818.16 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3373, pruned_loss=0.1005, over 2479030.79 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06529, over 25734.52 utterances.], batch size: 97, lr: 1.50e-03
2022-08-20 12:09:22,545 INFO [train.py:927] (3/8) Epoch 1, batch 19400, giga_loss[loss=0.2558, simple_loss=0.3265, pruned_loss=0.09249, over 12390.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3423, pruned_loss=0.1057, over 2477063.01 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06461, over 23288.05 utterances.], libri_tot_loss[loss=0.3723, simple_loss=0.4074, pruned_loss=0.1704, over 2468897.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.05813, over 7900.30 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3365, pruned_loss=0.09956, over 2478416.58 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06402, over 25361.52 utterances.], batch size: 146, lr: 1.50e-03
2022-08-20 12:11:22,343 INFO [train.py:927] (3/8) Epoch 1, batch 19450, giga_loss[loss=0.2751, simple_loss=0.3442, pruned_loss=0.103, over 12399.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07426, over 212.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3424, pruned_loss=0.1039, over 2476940.41 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06662, over 22992.32 utterances.], libri_tot_loss[loss=0.3713, simple_loss=0.4065, pruned_loss=0.1699, over 2469055.36 frames. utt_duration=1256 frames, utt_pad_proportion=0.05681, over 7872.73 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3367, pruned_loss=0.0976, over 2478110.58 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06642, over 25098.06 utterances.], batch size: 212, lr: 1.50e-03
2022-08-20 12:13:27,473 INFO [train.py:927] (3/8) Epoch 1, batch 19500, giga_loss[loss=0.2688, simple_loss=0.3429, pruned_loss=0.09732, over 12399.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04626, over 161.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.344, pruned_loss=0.1044, over 2477372.71 frames. utt_duration=423.1 frames, utt_pad_proportion=0.0675, over 23488.04 utterances.], libri_tot_loss[loss=0.371, simple_loss=0.4064, pruned_loss=0.1696, over 2469254.44 frames. utt_duration=1234 frames, utt_pad_proportion=0.06494, over 8016.67 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3378, pruned_loss=0.09787, over 2478345.82 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06511, over 25452.74 utterances.], batch size: 161, lr: 1.50e-03
2022-08-20 12:15:31,729 INFO [train.py:927] (3/8) Epoch 1, batch 19550, giga_loss[loss=0.2639, simple_loss=0.3368, pruned_loss=0.09556, over 12415.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06274, over 183.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3446, pruned_loss=0.1045, over 2477764.13 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06848, over 24036.90 utterances.], libri_tot_loss[loss=0.3702, simple_loss=0.4061, pruned_loss=0.1688, over 2469010.81 frames. utt_duration=1239 frames, utt_pad_proportion=0.06364, over 7982.58 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3384, pruned_loss=0.09827, over 2478949.46 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06689, over 26025.64 utterances.], batch size: 183, lr: 1.49e-03
2022-08-20 12:17:47,473 INFO [train.py:927] (3/8) Epoch 1, batch 19600, giga_loss[loss=0.2997, simple_loss=0.3781, pruned_loss=0.1106, over 12473.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 98.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3435, pruned_loss=0.1027, over 2478148.16 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06744, over 24219.63 utterances.], libri_tot_loss[loss=0.3696, simple_loss=0.4055, pruned_loss=0.1685, over 2469081.07 frames. utt_duration=1242 frames, utt_pad_proportion=0.06326, over 7959.81 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3386, pruned_loss=0.09755, over 2479092.59 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06635, over 25927.83 utterances.], batch size: 98, lr: 1.49e-03
2022-08-20 12:20:09,181 INFO [train.py:927] (3/8) Epoch 1, batch 19650, giga_loss[loss=0.2702, simple_loss=0.3517, pruned_loss=0.09437, over 12406.00 frames. utt_duration=903.4 frames, utt_pad_proportion=0.02856, over 55.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3478, pruned_loss=0.1052, over 2478185.33 frames. utt_duration=423.6 frames, utt_pad_proportion=0.0664, over 23465.07 utterances.], libri_tot_loss[loss=0.373, simple_loss=0.4081, pruned_loss=0.1706, over 2469104.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.06252, over 7951.49 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3408, pruned_loss=0.09836, over 2479024.39 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06579, over 25031.92 utterances.], batch size: 55, lr: 1.49e-03
2022-08-20 12:22:30,522 INFO [train.py:927] (3/8) Epoch 1, batch 19700, giga_loss[loss=0.2602, simple_loss=0.332, pruned_loss=0.09417, over 12355.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02972, over 91.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3481, pruned_loss=0.1085, over 2477935.19 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06615, over 23286.78 utterances.], libri_tot_loss[loss=0.374, simple_loss=0.4078, pruned_loss=0.1717, over 2468807.03 frames. utt_duration=1236 frames, utt_pad_proportion=0.06568, over 8001.16 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3413, pruned_loss=0.1006, over 2479093.52 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06474, over 24846.46 utterances.], batch size: 91, lr: 1.49e-03
2022-08-20 12:24:31,520 INFO [train.py:927] (3/8) Epoch 1, batch 19750, giga_loss[loss=0.2876, simple_loss=0.3571, pruned_loss=0.109, over 12415.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05064, over 161.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3473, pruned_loss=0.1084, over 2477888.60 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06863, over 23863.33 utterances.], libri_tot_loss[loss=0.3731, simple_loss=0.407, pruned_loss=0.1712, over 2468817.64 frames. utt_duration=1237 frames, utt_pad_proportion=0.06437, over 7994.11 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3411, pruned_loss=0.1008, over 2479063.54 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06778, over 25552.40 utterances.], batch size: 161, lr: 1.49e-03
2022-08-20 12:26:31,948 INFO [train.py:927] (3/8) Epoch 1, batch 19800, giga_loss[loss=0.2754, simple_loss=0.3419, pruned_loss=0.1044, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02649, over 48.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3478, pruned_loss=0.1085, over 2477622.91 frames. utt_duration=409.3 frames, utt_pad_proportion=0.07118, over 24283.60 utterances.], libri_tot_loss[loss=0.3724, simple_loss=0.4063, pruned_loss=0.1707, over 2469007.82 frames. utt_duration=1240 frames, utt_pad_proportion=0.06338, over 7975.39 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3423, pruned_loss=0.1017, over 2478543.20 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07071, over 25946.70 utterances.], batch size: 48, lr: 1.48e-03
2022-08-20 12:28:23,032 INFO [train.py:927] (3/8) Epoch 1, batch 19850, giga_loss[loss=0.2608, simple_loss=0.3327, pruned_loss=0.09441, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03401, over 105.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3467, pruned_loss=0.1075, over 2477823.98 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06939, over 24898.78 utterances.], libri_tot_loss[loss=0.3726, simple_loss=0.407, pruned_loss=0.1707, over 2468898.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.06265, over 7957.87 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3409, pruned_loss=0.1013, over 2478760.73 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06934, over 26462.72 utterances.], batch size: 105, lr: 1.48e-03
2022-08-20 12:30:18,356 INFO [train.py:927] (3/8) Epoch 1, batch 19900, giga_loss[loss=0.2964, simple_loss=0.3512, pruned_loss=0.1208, over 12409.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07763, over 213.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.348, pruned_loss=0.1087, over 2477361.03 frames. utt_duration=392.9 frames, utt_pad_proportion=0.07031, over 25300.19 utterances.], libri_tot_loss[loss=0.3722, simple_loss=0.4068, pruned_loss=0.1703, over 2468558.18 frames. utt_duration=1247 frames, utt_pad_proportion=0.06211, over 7927.69 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3428, pruned_loss=0.1033, over 2478530.04 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07041, over 26797.28 utterances.], batch size: 213, lr: 1.48e-03
2022-08-20 12:32:00,358 INFO [train.py:927] (3/8) Epoch 1, batch 19950, giga_loss[loss=0.3266, simple_loss=0.3915, pruned_loss=0.1309, over 12376.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03073, over 58.00 utterances.], tot_loss[loss=0.2938, simple_loss=0.3573, pruned_loss=0.1151, over 2476249.00 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07097, over 24133.37 utterances.], libri_tot_loss[loss=0.3717, simple_loss=0.4065, pruned_loss=0.1699, over 2468604.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.06086, over 7912.64 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3521, pruned_loss=0.1099, over 2477317.10 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07145, over 25732.32 utterances.], batch size: 58, lr: 1.48e-03
2022-08-20 12:33:42,920 INFO [train.py:927] (3/8) Epoch 1, batch 20000, giga_loss[loss=0.2672, simple_loss=0.3286, pruned_loss=0.1029, over 12423.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03711, over 105.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3564, pruned_loss=0.116, over 2476140.29 frames. utt_duration=428 frames, utt_pad_proportion=0.07175, over 23210.10 utterances.], libri_tot_loss[loss=0.371, simple_loss=0.4059, pruned_loss=0.1695, over 2468767.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.05999, over 7897.41 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.352, pruned_loss=0.1113, over 2476977.66 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07244, over 24780.28 utterances.], batch size: 105, lr: 1.48e-03
2022-08-20 12:35:30,230 INFO [train.py:927] (3/8) Epoch 1, batch 20050, giga_loss[loss=0.2063, simple_loss=0.2721, pruned_loss=0.07028, over 12338.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.03999, over 37.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3511, pruned_loss=0.1141, over 2475394.37 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07456, over 23017.74 utterances.], libri_tot_loss[loss=0.3717, simple_loss=0.407, pruned_loss=0.1696, over 2468180.64 frames. utt_duration=1252 frames, utt_pad_proportion=0.05958, over 7898.09 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3456, pruned_loss=0.109, over 2476731.67 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07513, over 24605.89 utterances.], batch size: 37, lr: 1.48e-03
2022-08-20 12:37:12,733 INFO [train.py:927] (3/8) Epoch 1, batch 20100, giga_loss[loss=0.2599, simple_loss=0.2971, pruned_loss=0.1114, over 12341.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1916, over 363.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3408, pruned_loss=0.109, over 2474917.84 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0723, over 21963.11 utterances.], libri_tot_loss[loss=0.3704, simple_loss=0.4059, pruned_loss=0.1688, over 2468463.43 frames. utt_duration=1256 frames, utt_pad_proportion=0.0585, over 7869.94 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.336, pruned_loss=0.1044, over 2475869.35 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07333, over 23581.03 utterances.], batch size: 363, lr: 1.47e-03
2022-08-20 12:38:55,500 INFO [train.py:927] (3/8) Epoch 1, batch 20150, giga_loss[loss=0.2355, simple_loss=0.3014, pruned_loss=0.08481, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0413, over 34.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3342, pruned_loss=0.1064, over 2474700.96 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07781, over 21973.95 utterances.], libri_tot_loss[loss=0.369, simple_loss=0.4047, pruned_loss=0.1679, over 2468549.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.06148, over 7917.68 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3292, pruned_loss=0.1015, over 2475586.77 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07744, over 23680.57 utterances.], batch size: 34, lr: 1.47e-03
2022-08-20 12:40:36,046 INFO [train.py:927] (3/8) Epoch 1, batch 20200, giga_loss[loss=0.2182, simple_loss=0.2839, pruned_loss=0.07623, over 12229.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.0376, over 28.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3284, pruned_loss=0.1034, over 2474268.23 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07358, over 20900.77 utterances.], libri_tot_loss[loss=0.3684, simple_loss=0.404, pruned_loss=0.1677, over 2468693.23 frames. utt_duration=1240 frames, utt_pad_proportion=0.06444, over 7972.74 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3234, pruned_loss=0.09839, over 2475004.61 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07283, over 22516.03 utterances.], batch size: 28, lr: 1.47e-03
2022-08-20 12:42:17,379 INFO [train.py:927] (3/8) Epoch 1, batch 20250, giga_loss[loss=0.2038, simple_loss=0.2788, pruned_loss=0.0644, over 12257.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03008, over 28.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3231, pruned_loss=0.1016, over 2474416.83 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07177, over 20549.80 utterances.], libri_tot_loss[loss=0.3684, simple_loss=0.4036, pruned_loss=0.1679, over 2468832.93 frames. utt_duration=1242 frames, utt_pad_proportion=0.0635, over 7962.28 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3181, pruned_loss=0.09622, over 2474981.99 frames. utt_duration=450 frames, utt_pad_proportion=0.07163, over 22070.37 utterances.], batch size: 28, lr: 1.47e-03
2022-08-20 12:44:00,691 INFO [train.py:927] (3/8) Epoch 1, batch 20300, giga_loss[loss=0.2175, simple_loss=0.2842, pruned_loss=0.07539, over 12434.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03632, over 105.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3175, pruned_loss=0.09963, over 2474267.78 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07494, over 20507.46 utterances.], libri_tot_loss[loss=0.3705, simple_loss=0.4042, pruned_loss=0.1696, over 2468722.26 frames. utt_duration=1228 frames, utt_pad_proportion=0.06745, over 8051.64 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.312, pruned_loss=0.09303, over 2474877.34 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07335, over 21791.25 utterances.], batch size: 105, lr: 1.47e-03
2022-08-20 12:45:44,334 INFO [train.py:927] (3/8) Epoch 1, batch 20350, giga_loss[loss=0.2051, simple_loss=0.2796, pruned_loss=0.06531, over 12404.00 frames. utt_duration=404.7 frames, utt_pad_proportion=0.03864, over 123.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3118, pruned_loss=0.09413, over 2474288.87 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07081, over 19783.75 utterances.], libri_tot_loss[loss=0.3708, simple_loss=0.4058, pruned_loss=0.1692, over 2468855.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.06672, over 8029.97 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3047, pruned_loss=0.08829, over 2474706.16 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07001, over 20987.04 utterances.], batch size: 123, lr: 1.47e-03
2022-08-20 12:47:27,761 INFO [train.py:927] (3/8) Epoch 1, batch 20400, giga_loss[loss=0.3442, simple_loss=0.3702, pruned_loss=0.1591, over 12360.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 365.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3206, pruned_loss=0.1, over 2473041.79 frames. utt_duration=501 frames, utt_pad_proportion=0.07265, over 19802.20 utterances.], libri_tot_loss[loss=0.3717, simple_loss=0.4064, pruned_loss=0.1697, over 2468589.74 frames. utt_duration=1221 frames, utt_pad_proportion=0.07014, over 8100.08 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3122, pruned_loss=0.09315, over 2473752.29 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07063, over 20970.77 utterances.], batch size: 365, lr: 1.46e-03
2022-08-20 12:49:10,482 INFO [train.py:927] (3/8) Epoch 1, batch 20450, libri_loss[loss=0.3126, simple_loss=0.3596, pruned_loss=0.1328, over 12278.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006989, over 32.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3324, pruned_loss=0.1076, over 2473240.11 frames. utt_duration=519.3 frames, utt_pad_proportion=0.07277, over 19103.70 utterances.], libri_tot_loss[loss=0.3705, simple_loss=0.4054, pruned_loss=0.1689, over 2468671.24 frames. utt_duration=1202 frames, utt_pad_proportion=0.07646, over 8223.12 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.323, pruned_loss=0.09971, over 2473969.89 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06895, over 20472.60 utterances.], batch size: 32, lr: 1.46e-03
2022-08-20 12:50:54,259 INFO [train.py:927] (3/8) Epoch 1, batch 20500, giga_loss[loss=0.3511, simple_loss=0.3866, pruned_loss=0.1578, over 12353.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 257.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3411, pruned_loss=0.1118, over 2472481.40 frames. utt_duration=521.3 frames, utt_pad_proportion=0.0713, over 19024.96 utterances.], libri_tot_loss[loss=0.37, simple_loss=0.4048, pruned_loss=0.1687, over 2468514.71 frames. utt_duration=1208 frames, utt_pad_proportion=0.07538, over 8186.89 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3329, pruned_loss=0.1047, over 2473266.17 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06868, over 20330.68 utterances.], batch size: 257, lr: 1.46e-03
2022-08-20 12:52:37,607 INFO [train.py:927] (3/8) Epoch 1, batch 20550, giga_loss[loss=0.3603, simple_loss=0.3913, pruned_loss=0.1647, over 12398.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1001, over 257.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3455, pruned_loss=0.1128, over 2472703.94 frames. utt_duration=519 frames, utt_pad_proportion=0.06894, over 19110.19 utterances.], libri_tot_loss[loss=0.3702, simple_loss=0.4051, pruned_loss=0.1688, over 2468384.40 frames. utt_duration=1208 frames, utt_pad_proportion=0.07475, over 8182.13 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.338, pruned_loss=0.1065, over 2473475.76 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06718, over 20282.40 utterances.], batch size: 257, lr: 1.46e-03
2022-08-20 12:54:20,872 INFO [train.py:927] (3/8) Epoch 1, batch 20600, giga_loss[loss=0.2993, simple_loss=0.3647, pruned_loss=0.1169, over 12401.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04004, over 133.00 utterances.], tot_loss[loss=0.2914, simple_loss=0.35, pruned_loss=0.1164, over 2472583.22 frames. utt_duration=524.4 frames, utt_pad_proportion=0.0732, over 18915.53 utterances.], libri_tot_loss[loss=0.3698, simple_loss=0.4047, pruned_loss=0.1686, over 2468386.18 frames. utt_duration=1179 frames, utt_pad_proportion=0.08558, over 8386.69 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3425, pruned_loss=0.1098, over 2473324.34 frames. utt_duration=495.9 frames, utt_pad_proportion=0.0673, over 20011.02 utterances.], batch size: 133, lr: 1.46e-03
2022-08-20 12:56:03,989 INFO [train.py:927] (3/8) Epoch 1, batch 20650, giga_loss[loss=0.2696, simple_loss=0.3397, pruned_loss=0.09971, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02963, over 39.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3549, pruned_loss=0.1192, over 2472920.05 frames. utt_duration=521.9 frames, utt_pad_proportion=0.07596, over 19009.09 utterances.], libri_tot_loss[loss=0.3703, simple_loss=0.4051, pruned_loss=0.1688, over 2468393.78 frames. utt_duration=1182 frames, utt_pad_proportion=0.08453, over 8366.23 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3476, pruned_loss=0.1128, over 2473594.20 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07153, over 20102.98 utterances.], batch size: 39, lr: 1.46e-03
2022-08-20 12:57:45,614 INFO [train.py:927] (3/8) Epoch 1, batch 20700, giga_loss[loss=0.2916, simple_loss=0.3527, pruned_loss=0.1153, over 12381.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04114, over 133.00 utterances.], tot_loss[loss=0.3, simple_loss=0.3585, pruned_loss=0.1208, over 2472127.65 frames. utt_duration=526.9 frames, utt_pad_proportion=0.08013, over 18818.44 utterances.], libri_tot_loss[loss=0.3691, simple_loss=0.404, pruned_loss=0.1681, over 2468088.07 frames. utt_duration=1186 frames, utt_pad_proportion=0.08267, over 8335.95 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3521, pruned_loss=0.1148, over 2473112.66 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07696, over 20057.70 utterances.], batch size: 133, lr: 1.45e-03
2022-08-20 12:59:28,882 INFO [train.py:927] (3/8) Epoch 1, batch 20750, giga_loss[loss=0.2771, simple_loss=0.3493, pruned_loss=0.1024, over 12411.00 frames. utt_duration=622 frames, utt_pad_proportion=0.0342, over 80.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3591, pruned_loss=0.1195, over 2472667.09 frames. utt_duration=545.5 frames, utt_pad_proportion=0.07389, over 18181.34 utterances.], libri_tot_loss[loss=0.3683, simple_loss=0.4033, pruned_loss=0.1676, over 2468390.67 frames. utt_duration=1187 frames, utt_pad_proportion=0.08138, over 8329.04 utterances.], giga_tot_loss[loss=0.2905, simple_loss=0.3534, pruned_loss=0.1138, over 2473285.17 frames. utt_duration=510 frames, utt_pad_proportion=0.07209, over 19455.57 utterances.], batch size: 80, lr: 1.45e-03
2022-08-20 13:01:10,474 INFO [train.py:927] (3/8) Epoch 1, batch 20800, giga_loss[loss=0.2953, simple_loss=0.3651, pruned_loss=0.1127, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.0418, over 28.00 utterances.], tot_loss[loss=0.3009, simple_loss=0.361, pruned_loss=0.1204, over 2473275.02 frames. utt_duration=567 frames, utt_pad_proportion=0.07188, over 17494.40 utterances.], libri_tot_loss[loss=0.3696, simple_loss=0.4043, pruned_loss=0.1684, over 2468415.14 frames. utt_duration=1182 frames, utt_pad_proportion=0.08309, over 8366.52 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.3538, pruned_loss=0.1133, over 2473927.90 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06947, over 18834.41 utterances.], batch size: 28, lr: 1.45e-03
2022-08-20 13:02:54,232 INFO [train.py:927] (3/8) Epoch 1, batch 20850, libri_loss[loss=0.3293, simple_loss=0.3603, pruned_loss=0.1492, over 12342.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005952, over 33.00 utterances.], tot_loss[loss=0.3065, simple_loss=0.3648, pruned_loss=0.1241, over 2472762.45 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06731, over 16733.63 utterances.], libri_tot_loss[loss=0.3719, simple_loss=0.4062, pruned_loss=0.1697, over 2468537.42 frames. utt_duration=1184 frames, utt_pad_proportion=0.08178, over 8349.62 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.3564, pruned_loss=0.1161, over 2473275.50 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06602, over 18020.32 utterances.], batch size: 33, lr: 1.45e-03
2022-08-20 13:04:38,522 INFO [train.py:927] (3/8) Epoch 1, batch 20900, giga_loss[loss=0.3691, simple_loss=0.3922, pruned_loss=0.173, over 12359.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09878, over 256.00 utterances.], tot_loss[loss=0.3085, simple_loss=0.3647, pruned_loss=0.1262, over 2473617.31 frames. utt_duration=561.3 frames, utt_pad_proportion=0.07303, over 17673.94 utterances.], libri_tot_loss[loss=0.371, simple_loss=0.4052, pruned_loss=0.1692, over 2468682.37 frames. utt_duration=1185 frames, utt_pad_proportion=0.08193, over 8346.20 utterances.], giga_tot_loss[loss=0.2989, simple_loss=0.3585, pruned_loss=0.1197, over 2473959.22 frames. utt_duration=527.3 frames, utt_pad_proportion=0.07165, over 18818.94 utterances.], batch size: 256, lr: 1.45e-03
2022-08-20 13:06:22,062 INFO [train.py:927] (3/8) Epoch 1, batch 20950, giga_loss[loss=0.2718, simple_loss=0.3346, pruned_loss=0.1045, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02861, over 42.00 utterances.], tot_loss[loss=0.3068, simple_loss=0.3628, pruned_loss=0.1254, over 2473037.19 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06705, over 17113.29 utterances.], libri_tot_loss[loss=0.3697, simple_loss=0.404, pruned_loss=0.1685, over 2467941.48 frames. utt_duration=1193 frames, utt_pad_proportion=0.07984, over 8287.87 utterances.], giga_tot_loss[loss=0.2983, simple_loss=0.3575, pruned_loss=0.1195, over 2474170.20 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06699, over 18386.77 utterances.], batch size: 42, lr: 1.45e-03
2022-08-20 13:08:08,046 INFO [train.py:927] (3/8) Epoch 1, batch 21000, giga_loss[loss=0.36, simple_loss=0.3867, pruned_loss=0.1666, over 12384.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3604, pruned_loss=0.1231, over 2473439.59 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06521, over 17659.20 utterances.], libri_tot_loss[loss=0.369, simple_loss=0.4033, pruned_loss=0.1682, over 2467964.49 frames. utt_duration=1196 frames, utt_pad_proportion=0.07933, over 8265.04 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3565, pruned_loss=0.1184, over 2474368.00 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06543, over 18756.95 utterances.], batch size: 259, lr: 1.44e-03
2022-08-20 13:08:08,047 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 13:08:21,333 INFO [train.py:967] (3/8) 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 13:10:05,997 INFO [train.py:927] (3/8) Epoch 1, batch 21050, giga_loss[loss=0.2912, simple_loss=0.3564, pruned_loss=0.1131, over 12403.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.0287, over 58.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.3564, pruned_loss=0.1201, over 2473961.90 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06579, over 17927.53 utterances.], libri_tot_loss[loss=0.369, simple_loss=0.4034, pruned_loss=0.1681, over 2467453.94 frames. utt_duration=1187 frames, utt_pad_proportion=0.08183, over 8322.58 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3518, pruned_loss=0.1149, over 2475370.55 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06471, over 19070.04 utterances.], batch size: 58, lr: 1.44e-03
2022-08-20 13:11:48,238 INFO [train.py:927] (3/8) Epoch 1, batch 21100, giga_loss[loss=0.3034, simple_loss=0.35, pruned_loss=0.1284, over 12469.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03582, over 37.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.349, pruned_loss=0.1158, over 2473675.24 frames. utt_duration=532 frames, utt_pad_proportion=0.07068, over 18651.04 utterances.], libri_tot_loss[loss=0.3677, simple_loss=0.4024, pruned_loss=0.1673, over 2467385.64 frames. utt_duration=1191 frames, utt_pad_proportion=0.08041, over 8297.70 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3451, pruned_loss=0.1112, over 2474989.22 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07, over 19804.26 utterances.], batch size: 37, lr: 1.44e-03
2022-08-20 13:13:30,608 INFO [train.py:927] (3/8) Epoch 1, batch 21150, giga_loss[loss=0.2589, simple_loss=0.3261, pruned_loss=0.09584, over 12293.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05079, over 26.00 utterances.], tot_loss[loss=0.2909, simple_loss=0.3487, pruned_loss=0.1166, over 2473534.97 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07688, over 19352.14 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.4014, pruned_loss=0.1668, over 2467160.85 frames. utt_duration=1196 frames, utt_pad_proportion=0.07814, over 8264.04 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3443, pruned_loss=0.1112, over 2475069.84 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07685, over 20783.23 utterances.], batch size: 26, lr: 1.44e-03
2022-08-20 13:15:18,530 INFO [train.py:927] (3/8) Epoch 1, batch 21200, libri_loss[loss=0.3573, simple_loss=0.3836, pruned_loss=0.1655, over 12398.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008985, over 38.00 utterances.], tot_loss[loss=0.2904, simple_loss=0.3481, pruned_loss=0.1164, over 2473049.23 frames. utt_duration=523.7 frames, utt_pad_proportion=0.07361, over 18943.47 utterances.], libri_tot_loss[loss=0.3665, simple_loss=0.4013, pruned_loss=0.1666, over 2466931.03 frames. utt_duration=1192 frames, utt_pad_proportion=0.07986, over 8290.48 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3429, pruned_loss=0.1107, over 2474683.97 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07307, over 20417.39 utterances.], batch size: 38, lr: 1.44e-03
2022-08-20 13:16:57,280 INFO [train.py:927] (3/8) Epoch 1, batch 21250, giga_loss[loss=0.2268, simple_loss=0.3055, pruned_loss=0.07405, over 12372.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02529, over 66.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3426, pruned_loss=0.1133, over 2472896.41 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07601, over 19351.62 utterances.], libri_tot_loss[loss=0.3659, simple_loss=0.4007, pruned_loss=0.1663, over 2467240.31 frames. utt_duration=1195 frames, utt_pad_proportion=0.07898, over 8269.20 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3383, pruned_loss=0.1084, over 2473998.56 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07574, over 20678.73 utterances.], batch size: 66, lr: 1.44e-03
2022-08-20 13:18:36,163 INFO [train.py:927] (3/8) Epoch 1, batch 21300, giga_loss[loss=0.2276, simple_loss=0.2961, pruned_loss=0.07957, over 12373.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3375, pruned_loss=0.1102, over 2472031.94 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06967, over 17867.47 utterances.], libri_tot_loss[loss=0.3654, simple_loss=0.4001, pruned_loss=0.1661, over 2467136.58 frames. utt_duration=1199 frames, utt_pad_proportion=0.07722, over 8240.20 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3327, pruned_loss=0.1048, over 2473166.94 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07046, over 19288.62 utterances.], batch size: 66, lr: 1.43e-03
2022-08-20 13:20:14,462 INFO [train.py:927] (3/8) Epoch 1, batch 21350, giga_loss[loss=0.2408, simple_loss=0.3113, pruned_loss=0.08514, over 12327.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.0353, over 62.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3353, pruned_loss=0.1076, over 2472439.69 frames. utt_duration=565 frames, utt_pad_proportion=0.0676, over 17549.59 utterances.], libri_tot_loss[loss=0.3673, simple_loss=0.4027, pruned_loss=0.1666, over 2467228.49 frames. utt_duration=1198 frames, utt_pad_proportion=0.07683, over 8248.80 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3286, pruned_loss=0.1023, over 2473307.96 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06846, over 18744.38 utterances.], batch size: 62, lr: 1.43e-03
2022-08-20 13:21:55,687 INFO [train.py:927] (3/8) Epoch 1, batch 21400, giga_loss[loss=0.2611, simple_loss=0.3241, pruned_loss=0.09907, over 12346.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03034, over 70.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3344, pruned_loss=0.1083, over 2471913.28 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06699, over 16943.48 utterances.], libri_tot_loss[loss=0.3671, simple_loss=0.4021, pruned_loss=0.1668, over 2467099.43 frames. utt_duration=1202 frames, utt_pad_proportion=0.07435, over 8220.34 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3263, pruned_loss=0.101, over 2472980.48 frames. utt_duration=539.3 frames, utt_pad_proportion=0.0686, over 18392.26 utterances.], batch size: 70, lr: 1.43e-03
2022-08-20 13:23:33,538 INFO [train.py:927] (3/8) Epoch 1, batch 21450, giga_loss[loss=0.2522, simple_loss=0.3113, pruned_loss=0.09657, over 12364.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04795, over 26.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3312, pruned_loss=0.1063, over 2472574.79 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06421, over 16865.93 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.4017, pruned_loss=0.1665, over 2467239.98 frames. utt_duration=1205 frames, utt_pad_proportion=0.07322, over 8200.04 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3238, pruned_loss=0.09974, over 2473385.96 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06607, over 18184.02 utterances.], batch size: 26, lr: 1.43e-03
2022-08-20 13:25:16,305 INFO [train.py:927] (3/8) Epoch 1, batch 21500, giga_loss[loss=0.2315, simple_loss=0.3, pruned_loss=0.08146, over 12404.00 frames. utt_duration=856.9 frames, utt_pad_proportion=0.02846, over 58.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3351, pruned_loss=0.1097, over 2472919.10 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06573, over 17139.21 utterances.], libri_tot_loss[loss=0.3661, simple_loss=0.4009, pruned_loss=0.1663, over 2467306.23 frames. utt_duration=1198 frames, utt_pad_proportion=0.07658, over 8250.50 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3284, pruned_loss=0.1033, over 2473613.09 frames. utt_duration=541.2 frames, utt_pad_proportion=0.0655, over 18333.26 utterances.], batch size: 58, lr: 1.43e-03
2022-08-20 13:26:57,920 INFO [train.py:927] (3/8) Epoch 1, batch 21550, giga_loss[loss=0.3272, simple_loss=0.3826, pruned_loss=0.1359, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03529, over 104.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3413, pruned_loss=0.1141, over 2473086.99 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06388, over 17191.71 utterances.], libri_tot_loss[loss=0.3651, simple_loss=0.3999, pruned_loss=0.1658, over 2466918.81 frames. utt_duration=1204 frames, utt_pad_proportion=0.07454, over 8208.34 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3348, pruned_loss=0.1077, over 2474163.30 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06448, over 18457.09 utterances.], batch size: 104, lr: 1.43e-03
2022-08-20 13:28:37,415 INFO [train.py:927] (3/8) Epoch 1, batch 21600, giga_loss[loss=0.3503, simple_loss=0.3931, pruned_loss=0.1537, over 12343.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.211, over 372.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3484, pruned_loss=0.1174, over 2473676.59 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06668, over 18245.34 utterances.], libri_tot_loss[loss=0.3656, simple_loss=0.4003, pruned_loss=0.166, over 2466734.10 frames. utt_duration=1206 frames, utt_pad_proportion=0.07397, over 8194.30 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3425, pruned_loss=0.1117, over 2474736.79 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06715, over 19334.56 utterances.], batch size: 372, lr: 1.42e-03
2022-08-20 13:30:16,851 INFO [train.py:927] (3/8) Epoch 1, batch 21650, giga_loss[loss=0.3094, simple_loss=0.3724, pruned_loss=0.1232, over 12338.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3593, pruned_loss=0.1231, over 2473271.38 frames. utt_duration=518.7 frames, utt_pad_proportion=0.07435, over 19129.06 utterances.], libri_tot_loss[loss=0.3678, simple_loss=0.4035, pruned_loss=0.1666, over 2466585.51 frames. utt_duration=1209 frames, utt_pad_proportion=0.07318, over 8168.53 utterances.], giga_tot_loss[loss=0.293, simple_loss=0.3512, pruned_loss=0.1174, over 2474327.39 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07463, over 20155.77 utterances.], batch size: 85, lr: 1.42e-03
2022-08-20 13:31:57,130 INFO [train.py:927] (3/8) Epoch 1, batch 21700, giga_loss[loss=0.2686, simple_loss=0.3363, pruned_loss=0.1004, over 12451.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04042, over 31.00 utterances.], tot_loss[loss=0.3009, simple_loss=0.358, pruned_loss=0.1219, over 2472586.97 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07795, over 19593.29 utterances.], libri_tot_loss[loss=0.3688, simple_loss=0.4044, pruned_loss=0.1672, over 2466616.47 frames. utt_duration=1202 frames, utt_pad_proportion=0.07606, over 8219.90 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3492, pruned_loss=0.1154, over 2473601.09 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07692, over 20740.16 utterances.], batch size: 31, lr: 1.42e-03
2022-08-20 13:33:38,424 INFO [train.py:927] (3/8) Epoch 1, batch 21750, giga_loss[loss=0.3263, simple_loss=0.3879, pruned_loss=0.1324, over 12328.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03513, over 62.00 utterances.], tot_loss[loss=0.2975, simple_loss=0.3561, pruned_loss=0.1194, over 2473129.19 frames. utt_duration=529.3 frames, utt_pad_proportion=0.07484, over 18742.60 utterances.], libri_tot_loss[loss=0.3688, simple_loss=0.4041, pruned_loss=0.1673, over 2466863.50 frames. utt_duration=1193 frames, utt_pad_proportion=0.07899, over 8280.48 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3485, pruned_loss=0.1132, over 2473824.53 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07306, over 19801.67 utterances.], batch size: 62, lr: 1.42e-03
2022-08-20 13:35:20,604 INFO [train.py:927] (3/8) Epoch 1, batch 21800, giga_loss[loss=0.2482, simple_loss=0.3275, pruned_loss=0.08446, over 12429.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03763, over 40.00 utterances.], tot_loss[loss=0.3007, simple_loss=0.358, pruned_loss=0.1217, over 2473080.44 frames. utt_duration=533.9 frames, utt_pad_proportion=0.07677, over 18578.71 utterances.], libri_tot_loss[loss=0.3683, simple_loss=0.4032, pruned_loss=0.1673, over 2466860.07 frames. utt_duration=1179 frames, utt_pad_proportion=0.08306, over 8379.95 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3513, pruned_loss=0.1153, over 2473858.46 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07376, over 19684.71 utterances.], batch size: 40, lr: 1.42e-03
2022-08-20 13:37:01,750 INFO [train.py:927] (3/8) Epoch 1, batch 21850, giga_loss[loss=0.3248, simple_loss=0.3797, pruned_loss=0.1349, over 12366.00 frames. utt_duration=751 frames, utt_pad_proportion=0.0285, over 66.00 utterances.], tot_loss[loss=0.3022, simple_loss=0.3594, pruned_loss=0.1225, over 2473343.47 frames. utt_duration=551.7 frames, utt_pad_proportion=0.07305, over 17979.55 utterances.], libri_tot_loss[loss=0.3681, simple_loss=0.4031, pruned_loss=0.1671, over 2467341.02 frames. utt_duration=1178 frames, utt_pad_proportion=0.08206, over 8385.37 utterances.], giga_tot_loss[loss=0.2935, simple_loss=0.3534, pruned_loss=0.1168, over 2473666.65 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07108, over 19020.32 utterances.], batch size: 66, lr: 1.42e-03
2022-08-20 13:38:43,248 INFO [train.py:927] (3/8) Epoch 1, batch 21900, giga_loss[loss=0.2739, simple_loss=0.343, pruned_loss=0.1024, over 12296.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02523, over 54.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.362, pruned_loss=0.1231, over 2473564.71 frames. utt_duration=550.8 frames, utt_pad_proportion=0.068, over 18011.27 utterances.], libri_tot_loss[loss=0.3698, simple_loss=0.4053, pruned_loss=0.1677, over 2467293.76 frames. utt_duration=1176 frames, utt_pad_proportion=0.08214, over 8402.54 utterances.], giga_tot_loss[loss=0.2951, simple_loss=0.3549, pruned_loss=0.1177, over 2473918.01 frames. utt_duration=525 frames, utt_pad_proportion=0.06656, over 18901.83 utterances.], batch size: 54, lr: 1.42e-03
2022-08-20 13:40:23,922 INFO [train.py:927] (3/8) Epoch 1, batch 21950, giga_loss[loss=0.3021, simple_loss=0.3628, pruned_loss=0.1207, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0266, over 45.00 utterances.], tot_loss[loss=0.305, simple_loss=0.3626, pruned_loss=0.1237, over 2472657.22 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06678, over 17433.40 utterances.], libri_tot_loss[loss=0.37, simple_loss=0.4046, pruned_loss=0.1682, over 2467276.02 frames. utt_duration=1181 frames, utt_pad_proportion=0.0806, over 8363.94 utterances.], giga_tot_loss[loss=0.2963, simple_loss=0.3566, pruned_loss=0.118, over 2473065.66 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06614, over 18379.58 utterances.], batch size: 45, lr: 1.41e-03
2022-08-20 13:42:05,069 INFO [train.py:927] (3/8) Epoch 1, batch 22000, giga_loss[loss=0.2943, simple_loss=0.3595, pruned_loss=0.1145, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05274, over 161.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3628, pruned_loss=0.1233, over 2472119.57 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06994, over 17687.83 utterances.], libri_tot_loss[loss=0.3702, simple_loss=0.4048, pruned_loss=0.1683, over 2467189.24 frames. utt_duration=1173 frames, utt_pad_proportion=0.08377, over 8424.59 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3572, pruned_loss=0.1181, over 2472590.33 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06787, over 18507.48 utterances.], batch size: 161, lr: 1.41e-03
2022-08-20 13:43:52,115 INFO [train.py:927] (3/8) Epoch 1, batch 22050, giga_loss[loss=0.2727, simple_loss=0.3391, pruned_loss=0.1031, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0273, over 54.00 utterances.], tot_loss[loss=0.3045, simple_loss=0.3632, pruned_loss=0.1229, over 2472893.74 frames. utt_duration=559.5 frames, utt_pad_proportion=0.07001, over 17727.08 utterances.], libri_tot_loss[loss=0.3711, simple_loss=0.4062, pruned_loss=0.1684, over 2467475.16 frames. utt_duration=1161 frames, utt_pad_proportion=0.08718, over 8510.77 utterances.], giga_tot_loss[loss=0.2955, simple_loss=0.3563, pruned_loss=0.1173, over 2473150.47 frames. utt_duration=534 frames, utt_pad_proportion=0.06678, over 18576.08 utterances.], batch size: 54, lr: 1.41e-03
2022-08-20 13:45:33,651 INFO [train.py:927] (3/8) Epoch 1, batch 22100, giga_loss[loss=0.2966, simple_loss=0.3499, pruned_loss=0.1217, over 12406.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.0403, over 37.00 utterances.], tot_loss[loss=0.3036, simple_loss=0.3617, pruned_loss=0.1227, over 2472848.14 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06763, over 17062.43 utterances.], libri_tot_loss[loss=0.3713, simple_loss=0.4058, pruned_loss=0.1688, over 2467501.64 frames. utt_duration=1153 frames, utt_pad_proportion=0.08986, over 8569.82 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.3557, pruned_loss=0.1171, over 2473123.17 frames. utt_duration=556 frames, utt_pad_proportion=0.06349, over 17840.99 utterances.], batch size: 37, lr: 1.41e-03
2022-08-20 13:47:13,944 INFO [train.py:927] (3/8) Epoch 1, batch 22150, giga_loss[loss=0.2609, simple_loss=0.3356, pruned_loss=0.09305, over 12409.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.0289, over 62.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3615, pruned_loss=0.1222, over 2472032.48 frames. utt_duration=604.9 frames, utt_pad_proportion=0.06809, over 16386.95 utterances.], libri_tot_loss[loss=0.3712, simple_loss=0.4056, pruned_loss=0.1688, over 2467586.27 frames. utt_duration=1160 frames, utt_pad_proportion=0.0879, over 8523.31 utterances.], giga_tot_loss[loss=0.2942, simple_loss=0.3558, pruned_loss=0.1163, over 2472321.01 frames. utt_duration=574 frames, utt_pad_proportion=0.0653, over 17274.62 utterances.], batch size: 62, lr: 1.41e-03
2022-08-20 13:48:54,979 INFO [train.py:927] (3/8) Epoch 1, batch 22200, giga_loss[loss=0.2654, simple_loss=0.3363, pruned_loss=0.09725, over 12461.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02993, over 55.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3607, pruned_loss=0.121, over 2472285.42 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06566, over 16193.17 utterances.], libri_tot_loss[loss=0.3728, simple_loss=0.4065, pruned_loss=0.17, over 2467542.55 frames. utt_duration=1163 frames, utt_pad_proportion=0.08691, over 8500.60 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3547, pruned_loss=0.1146, over 2472598.99 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06388, over 17021.35 utterances.], batch size: 55, lr: 1.41e-03
2022-08-20 13:50:35,447 INFO [train.py:927] (3/8) Epoch 1, batch 22250, libri_loss[loss=0.3344, simple_loss=0.3943, pruned_loss=0.1372, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006707, over 34.00 utterances.], tot_loss[loss=0.2982, simple_loss=0.3579, pruned_loss=0.1192, over 2472409.98 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06968, over 16457.40 utterances.], libri_tot_loss[loss=0.3721, simple_loss=0.4061, pruned_loss=0.1695, over 2467607.99 frames. utt_duration=1166 frames, utt_pad_proportion=0.0855, over 8475.40 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3524, pruned_loss=0.1136, over 2472687.29 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06858, over 17318.59 utterances.], batch size: 34, lr: 1.40e-03
2022-08-20 13:52:16,089 INFO [train.py:927] (3/8) Epoch 1, batch 22300, libri_loss[loss=0.328, simple_loss=0.373, pruned_loss=0.1415, over 12306.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.0652, over 51.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.3563, pruned_loss=0.1191, over 2472455.91 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06858, over 16687.38 utterances.], libri_tot_loss[loss=0.3706, simple_loss=0.4048, pruned_loss=0.1686, over 2468059.41 frames. utt_duration=1164 frames, utt_pad_proportion=0.08407, over 8493.17 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3509, pruned_loss=0.1131, over 2472463.49 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06803, over 17718.58 utterances.], batch size: 51, lr: 1.40e-03
2022-08-20 13:53:56,875 INFO [train.py:927] (3/8) Epoch 1, batch 22350, giga_loss[loss=0.2748, simple_loss=0.331, pruned_loss=0.1093, over 12272.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02654, over 42.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.355, pruned_loss=0.119, over 2473216.87 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06379, over 16260.60 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.4018, pruned_loss=0.1662, over 2468279.50 frames. utt_duration=1179 frames, utt_pad_proportion=0.08015, over 8388.26 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3502, pruned_loss=0.1132, over 2473336.26 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06495, over 17728.50 utterances.], batch size: 42, lr: 1.40e-03
2022-08-20 13:55:38,880 INFO [train.py:927] (3/8) Epoch 1, batch 22400, giga_loss[loss=0.2825, simple_loss=0.3391, pruned_loss=0.1129, over 12382.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03034, over 58.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3513, pruned_loss=0.1173, over 2472021.47 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06642, over 16572.62 utterances.], libri_tot_loss[loss=0.3658, simple_loss=0.4012, pruned_loss=0.1656, over 2467870.22 frames. utt_duration=1177 frames, utt_pad_proportion=0.07921, over 8400.58 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3464, pruned_loss=0.1115, over 2472626.78 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06723, over 18021.18 utterances.], batch size: 58, lr: 1.40e-03
2022-08-20 13:57:21,036 INFO [train.py:927] (3/8) Epoch 1, batch 22450, giga_loss[loss=0.2236, simple_loss=0.298, pruned_loss=0.07458, over 12447.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3461, pruned_loss=0.1133, over 2472673.38 frames. utt_duration=601.3 frames, utt_pad_proportion=0.06335, over 16490.03 utterances.], libri_tot_loss[loss=0.3656, simple_loss=0.401, pruned_loss=0.1655, over 2467917.87 frames. utt_duration=1178 frames, utt_pad_proportion=0.07891, over 8392.58 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3421, pruned_loss=0.1087, over 2473126.08 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06429, over 17662.01 utterances.], batch size: 75, lr: 1.40e-03
2022-08-20 13:59:02,008 INFO [train.py:927] (3/8) Epoch 1, batch 22500, giga_loss[loss=0.2947, simple_loss=0.3535, pruned_loss=0.118, over 12451.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03444, over 98.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3462, pruned_loss=0.1133, over 2472603.21 frames. utt_duration=599.1 frames, utt_pad_proportion=0.0586, over 16551.31 utterances.], libri_tot_loss[loss=0.3663, simple_loss=0.4014, pruned_loss=0.166, over 2468037.28 frames. utt_duration=1179 frames, utt_pad_proportion=0.07861, over 8385.62 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3424, pruned_loss=0.1089, over 2472863.41 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0597, over 17513.52 utterances.], batch size: 98, lr: 1.40e-03
2022-08-20 14:00:43,785 INFO [train.py:927] (3/8) Epoch 1, batch 22550, giga_loss[loss=0.2598, simple_loss=0.3334, pruned_loss=0.09316, over 12400.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03528, over 75.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3536, pruned_loss=0.1166, over 2472838.22 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05454, over 16558.40 utterances.], libri_tot_loss[loss=0.3697, simple_loss=0.4052, pruned_loss=0.1675, over 2468268.52 frames. utt_duration=1186 frames, utt_pad_proportion=0.07699, over 8336.52 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.346, pruned_loss=0.1105, over 2472964.38 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05608, over 17576.31 utterances.], batch size: 75, lr: 1.40e-03
2022-08-20 14:02:25,076 INFO [train.py:927] (3/8) Epoch 1, batch 22600, giga_loss[loss=0.2481, simple_loss=0.3168, pruned_loss=0.0897, over 12300.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.04099, over 26.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3522, pruned_loss=0.1144, over 2473364.70 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05573, over 17381.46 utterances.], libri_tot_loss[loss=0.3691, simple_loss=0.405, pruned_loss=0.167, over 2468521.10 frames. utt_duration=1190 frames, utt_pad_proportion=0.07606, over 8306.00 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3455, pruned_loss=0.1091, over 2473328.52 frames. utt_duration=540 frames, utt_pad_proportion=0.05708, over 18370.88 utterances.], batch size: 26, lr: 1.39e-03
2022-08-20 14:04:05,628 INFO [train.py:927] (3/8) Epoch 1, batch 22650, libri_loss[loss=0.3484, simple_loss=0.3883, pruned_loss=0.1543, over 12451.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.01016, over 39.00 utterances.], tot_loss[loss=0.2894, simple_loss=0.351, pruned_loss=0.1139, over 2473847.45 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05376, over 17397.35 utterances.], libri_tot_loss[loss=0.3677, simple_loss=0.4037, pruned_loss=0.1661, over 2468801.96 frames. utt_duration=1197 frames, utt_pad_proportion=0.07407, over 8260.19 utterances.], giga_tot_loss[loss=0.2812, simple_loss=0.345, pruned_loss=0.1086, over 2473723.46 frames. utt_duration=535.8 frames, utt_pad_proportion=0.0555, over 18520.55 utterances.], batch size: 39, lr: 1.39e-03
2022-08-20 14:05:47,218 INFO [train.py:927] (3/8) Epoch 1, batch 22700, libri_loss[loss=0.2788, simple_loss=0.3322, pruned_loss=0.1127, over 12243.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.07711, over 27.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3512, pruned_loss=0.1148, over 2474075.79 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05158, over 17370.77 utterances.], libri_tot_loss[loss=0.3646, simple_loss=0.401, pruned_loss=0.1644, over 2468754.61 frames. utt_duration=1203 frames, utt_pad_proportion=0.07235, over 8219.62 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3461, pruned_loss=0.1095, over 2474247.78 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05338, over 18777.65 utterances.], batch size: 27, lr: 1.39e-03
2022-08-20 14:07:29,481 INFO [train.py:927] (3/8) Epoch 1, batch 22750, giga_loss[loss=0.2919, simple_loss=0.3582, pruned_loss=0.1128, over 12465.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.02741, over 75.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.354, pruned_loss=0.1165, over 2474020.13 frames. utt_duration=569 frames, utt_pad_proportion=0.05235, over 17439.64 utterances.], libri_tot_loss[loss=0.3644, simple_loss=0.401, pruned_loss=0.1642, over 2468972.44 frames. utt_duration=1205 frames, utt_pad_proportion=0.07131, over 8207.41 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3491, pruned_loss=0.1116, over 2474063.38 frames. utt_duration=529.7 frames, utt_pad_proportion=0.05399, over 18734.63 utterances.], batch size: 75, lr: 1.39e-03
2022-08-20 14:09:09,787 INFO [train.py:927] (3/8) Epoch 1, batch 22800, giga_loss[loss=0.32, simple_loss=0.3764, pruned_loss=0.1318, over 12425.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04891, over 161.00 utterances.], tot_loss[loss=0.2953, simple_loss=0.3556, pruned_loss=0.1175, over 2474013.59 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05667, over 17830.20 utterances.], libri_tot_loss[loss=0.3649, simple_loss=0.4015, pruned_loss=0.1645, over 2468920.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.07101, over 8211.42 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3502, pruned_loss=0.1122, over 2474202.12 frames. utt_duration=520.5 frames, utt_pad_proportion=0.05761, over 19068.47 utterances.], batch size: 161, lr: 1.39e-03
2022-08-20 14:10:51,902 INFO [train.py:927] (3/8) Epoch 1, batch 22850, giga_loss[loss=0.2889, simple_loss=0.35, pruned_loss=0.1139, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03982, over 113.00 utterances.], tot_loss[loss=0.294, simple_loss=0.3546, pruned_loss=0.1167, over 2474655.09 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05397, over 17250.07 utterances.], libri_tot_loss[loss=0.3646, simple_loss=0.401, pruned_loss=0.1644, over 2469163.38 frames. utt_duration=1208 frames, utt_pad_proportion=0.06995, over 8184.40 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3499, pruned_loss=0.1117, over 2474673.49 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05521, over 18427.44 utterances.], batch size: 113, lr: 1.39e-03
2022-08-20 14:12:30,570 INFO [train.py:927] (3/8) Epoch 1, batch 22900, giga_loss[loss=0.2526, simple_loss=0.322, pruned_loss=0.09162, over 12318.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02827, over 74.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3537, pruned_loss=0.1165, over 2473874.50 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05267, over 17102.71 utterances.], libri_tot_loss[loss=0.3646, simple_loss=0.4008, pruned_loss=0.1645, over 2469237.89 frames. utt_duration=1213 frames, utt_pad_proportion=0.06869, over 8150.18 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3488, pruned_loss=0.1112, over 2473963.79 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05406, over 18315.12 utterances.], batch size: 74, lr: 1.39e-03
2022-08-20 14:14:09,502 INFO [train.py:927] (3/8) Epoch 1, batch 22950, giga_loss[loss=0.3048, simple_loss=0.3734, pruned_loss=0.1181, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05075, over 162.00 utterances.], tot_loss[loss=0.2897, simple_loss=0.3522, pruned_loss=0.1136, over 2474010.50 frames. utt_duration=597.6 frames, utt_pad_proportion=0.0518, over 16600.78 utterances.], libri_tot_loss[loss=0.3645, simple_loss=0.4023, pruned_loss=0.1636, over 2469317.44 frames. utt_duration=1208 frames, utt_pad_proportion=0.0712, over 8185.43 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3451, pruned_loss=0.1082, over 2474160.63 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05164, over 17864.55 utterances.], batch size: 162, lr: 1.38e-03
2022-08-20 14:15:49,951 INFO [train.py:927] (3/8) Epoch 1, batch 23000, giga_loss[loss=0.2554, simple_loss=0.3343, pruned_loss=0.0883, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02856, over 66.00 utterances.], tot_loss[loss=0.288, simple_loss=0.3516, pruned_loss=0.1122, over 2473419.23 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05436, over 17017.55 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.4014, pruned_loss=0.163, over 2469200.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.07019, over 8141.19 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3457, pruned_loss=0.1074, over 2473746.41 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05435, over 18254.76 utterances.], batch size: 66, lr: 1.38e-03
2022-08-20 14:17:30,827 INFO [train.py:927] (3/8) Epoch 1, batch 23050, giga_loss[loss=0.3635, simple_loss=0.3887, pruned_loss=0.1692, over 12374.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3512, pruned_loss=0.113, over 2472934.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.05683, over 16979.81 utterances.], libri_tot_loss[loss=0.3622, simple_loss=0.4003, pruned_loss=0.1623, over 2468969.88 frames. utt_duration=1219 frames, utt_pad_proportion=0.06848, over 8111.70 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3459, pruned_loss=0.1082, over 2473533.28 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05718, over 18280.53 utterances.], batch size: 258, lr: 1.38e-03
2022-08-20 14:19:09,270 INFO [train.py:927] (3/8) Epoch 1, batch 23100, giga_loss[loss=0.2641, simple_loss=0.3207, pruned_loss=0.1038, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02746, over 91.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3491, pruned_loss=0.1131, over 2472644.09 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05584, over 16856.80 utterances.], libri_tot_loss[loss=0.362, simple_loss=0.4001, pruned_loss=0.1622, over 2468948.27 frames. utt_duration=1205 frames, utt_pad_proportion=0.07235, over 8202.73 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3444, pruned_loss=0.1088, over 2473188.74 frames. utt_duration=553.6 frames, utt_pad_proportion=0.0546, over 17918.30 utterances.], batch size: 91, lr: 1.38e-03
2022-08-20 14:20:47,844 INFO [train.py:927] (3/8) Epoch 1, batch 23150, giga_loss[loss=0.2085, simple_loss=0.2795, pruned_loss=0.06878, over 12376.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04899, over 31.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3479, pruned_loss=0.1137, over 2473196.68 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05687, over 16758.20 utterances.], libri_tot_loss[loss=0.3615, simple_loss=0.3995, pruned_loss=0.162, over 2468978.27 frames. utt_duration=1188 frames, utt_pad_proportion=0.07865, over 8322.34 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3424, pruned_loss=0.1081, over 2473797.81 frames. utt_duration=554 frames, utt_pad_proportion=0.05255, over 17908.52 utterances.], batch size: 31, lr: 1.38e-03
2022-08-20 14:22:30,666 INFO [train.py:927] (3/8) Epoch 1, batch 23200, giga_loss[loss=0.2529, simple_loss=0.3145, pruned_loss=0.09567, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03345, over 97.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3434, pruned_loss=0.1118, over 2473293.60 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05812, over 17339.46 utterances.], libri_tot_loss[loss=0.361, simple_loss=0.399, pruned_loss=0.1618, over 2469039.49 frames. utt_duration=1191 frames, utt_pad_proportion=0.07809, over 8303.16 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.339, pruned_loss=0.1072, over 2473749.46 frames. utt_duration=541 frames, utt_pad_proportion=0.05491, over 18342.02 utterances.], batch size: 97, lr: 1.38e-03
2022-08-20 14:24:11,717 INFO [train.py:927] (3/8) Epoch 1, batch 23250, giga_loss[loss=0.2438, simple_loss=0.3181, pruned_loss=0.08479, over 12432.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04549, over 31.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3433, pruned_loss=0.1131, over 2473229.08 frames. utt_duration=588 frames, utt_pad_proportion=0.05762, over 16869.13 utterances.], libri_tot_loss[loss=0.3659, simple_loss=0.4024, pruned_loss=0.1649, over 2469126.24 frames. utt_duration=1180 frames, utt_pad_proportion=0.08134, over 8383.44 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3355, pruned_loss=0.1055, over 2473604.25 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05332, over 17802.11 utterances.], batch size: 31, lr: 1.38e-03
2022-08-20 14:25:54,268 INFO [train.py:927] (3/8) Epoch 1, batch 23300, giga_loss[loss=0.3164, simple_loss=0.3723, pruned_loss=0.1303, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04051, over 133.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3458, pruned_loss=0.1141, over 2472653.78 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05882, over 17004.53 utterances.], libri_tot_loss[loss=0.3647, simple_loss=0.4014, pruned_loss=0.1642, over 2469142.41 frames. utt_duration=1184 frames, utt_pad_proportion=0.07971, over 8351.24 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3389, pruned_loss=0.1073, over 2473027.84 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05585, over 18029.50 utterances.], batch size: 133, lr: 1.37e-03
2022-08-20 14:27:33,729 INFO [train.py:927] (3/8) Epoch 1, batch 23350, giga_loss[loss=0.2912, simple_loss=0.3484, pruned_loss=0.117, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04292, over 37.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.348, pruned_loss=0.1152, over 2473021.67 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06077, over 17337.66 utterances.], libri_tot_loss[loss=0.3636, simple_loss=0.4004, pruned_loss=0.1637, over 2469219.09 frames. utt_duration=1186 frames, utt_pad_proportion=0.07934, over 8340.66 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3422, pruned_loss=0.1091, over 2473326.71 frames. utt_duration=539.7 frames, utt_pad_proportion=0.0583, over 18382.90 utterances.], batch size: 37, lr: 1.37e-03
2022-08-20 14:29:14,040 INFO [train.py:927] (3/8) Epoch 1, batch 23400, libri_loss[loss=0.295, simple_loss=0.3555, pruned_loss=0.1173, over 12464.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004905, over 35.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3496, pruned_loss=0.1157, over 2472560.04 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06156, over 16816.35 utterances.], libri_tot_loss[loss=0.362, simple_loss=0.3991, pruned_loss=0.1627, over 2469056.26 frames. utt_duration=1184 frames, utt_pad_proportion=0.08118, over 8354.69 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3443, pruned_loss=0.1099, over 2473063.35 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05845, over 17974.47 utterances.], batch size: 35, lr: 1.37e-03
2022-08-20 14:31:00,309 INFO [train.py:927] (3/8) Epoch 1, batch 23450, libri_loss[loss=0.396, simple_loss=0.4759, pruned_loss=0.1581, over 12458.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006886, over 37.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3575, pruned_loss=0.122, over 2473222.91 frames. utt_duration=576.4 frames, utt_pad_proportion=0.0627, over 17208.86 utterances.], libri_tot_loss[loss=0.3629, simple_loss=0.4001, pruned_loss=0.163, over 2469279.21 frames. utt_duration=1175 frames, utt_pad_proportion=0.08411, over 8420.04 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3517, pruned_loss=0.1166, over 2473463.77 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05883, over 18184.81 utterances.], batch size: 37, lr: 1.37e-03
2022-08-20 14:32:43,967 INFO [train.py:927] (3/8) Epoch 1, batch 23500, giga_loss[loss=0.3321, simple_loss=0.3831, pruned_loss=0.1405, over 12358.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03107, over 62.00 utterances.], tot_loss[loss=0.3137, simple_loss=0.367, pruned_loss=0.1302, over 2473487.27 frames. utt_duration=534.2 frames, utt_pad_proportion=0.07227, over 18572.99 utterances.], libri_tot_loss[loss=0.3629, simple_loss=0.4004, pruned_loss=0.1629, over 2469385.18 frames. utt_duration=1177 frames, utt_pad_proportion=0.08281, over 8403.72 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3615, pruned_loss=0.1253, over 2473654.56 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06934, over 19520.37 utterances.], batch size: 62, lr: 1.37e-03
2022-08-20 14:34:30,167 INFO [train.py:927] (3/8) Epoch 1, batch 23550, giga_loss[loss=0.4704, simple_loss=0.4591, pruned_loss=0.2409, over 12359.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2058, over 370.00 utterances.], tot_loss[loss=0.3279, simple_loss=0.3761, pruned_loss=0.1398, over 2473982.04 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07525, over 19221.37 utterances.], libri_tot_loss[loss=0.3629, simple_loss=0.3995, pruned_loss=0.1634, over 2469428.81 frames. utt_duration=1182 frames, utt_pad_proportion=0.08202, over 8366.86 utterances.], giga_tot_loss[loss=0.3213, simple_loss=0.3721, pruned_loss=0.1352, over 2474136.01 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07309, over 20127.38 utterances.], batch size: 370, lr: 1.37e-03
2022-08-20 14:36:14,987 INFO [train.py:927] (3/8) Epoch 1, batch 23600, giga_loss[loss=0.3277, simple_loss=0.3697, pruned_loss=0.1429, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03648, over 40.00 utterances.], tot_loss[loss=0.3414, simple_loss=0.3856, pruned_loss=0.1486, over 2474196.46 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07927, over 20085.98 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.4022, pruned_loss=0.1658, over 2469416.46 frames. utt_duration=1180 frames, utt_pad_proportion=0.08427, over 8381.19 utterances.], giga_tot_loss[loss=0.3318, simple_loss=0.3793, pruned_loss=0.1421, over 2474511.55 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07657, over 21225.51 utterances.], batch size: 40, lr: 1.37e-03
2022-08-20 14:38:02,668 INFO [train.py:927] (3/8) Epoch 1, batch 23650, giga_loss[loss=0.4115, simple_loss=0.4292, pruned_loss=0.1969, over 12383.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0518, over 161.00 utterances.], tot_loss[loss=0.3498, simple_loss=0.3914, pruned_loss=0.1541, over 2474176.51 frames. utt_duration=454 frames, utt_pad_proportion=0.08925, over 21869.58 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.4028, pruned_loss=0.1656, over 2469217.27 frames. utt_duration=1169 frames, utt_pad_proportion=0.08759, over 8457.05 utterances.], giga_tot_loss[loss=0.3417, simple_loss=0.3856, pruned_loss=0.1489, over 2474735.27 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08589, over 23019.95 utterances.], batch size: 161, lr: 1.36e-03
2022-08-20 14:39:51,957 INFO [train.py:927] (3/8) Epoch 1, batch 23700, giga_loss[loss=0.389, simple_loss=0.4096, pruned_loss=0.1842, over 12409.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06785, over 184.00 utterances.], tot_loss[loss=0.3528, simple_loss=0.3941, pruned_loss=0.1557, over 2473996.81 frames. utt_duration=460 frames, utt_pad_proportion=0.08543, over 21580.94 utterances.], libri_tot_loss[loss=0.3654, simple_loss=0.402, pruned_loss=0.1646, over 2469429.96 frames. utt_duration=1175 frames, utt_pad_proportion=0.08536, over 8419.62 utterances.], giga_tot_loss[loss=0.3471, simple_loss=0.3899, pruned_loss=0.1522, over 2474407.50 frames. utt_duration=432.3 frames, utt_pad_proportion=0.08371, over 22973.33 utterances.], batch size: 184, lr: 1.36e-03
2022-08-20 14:41:39,746 INFO [train.py:927] (3/8) Epoch 1, batch 23750, giga_loss[loss=0.3371, simple_loss=0.3866, pruned_loss=0.1437, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02602, over 45.00 utterances.], tot_loss[loss=0.3555, simple_loss=0.3952, pruned_loss=0.1579, over 2475195.03 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08382, over 22136.79 utterances.], libri_tot_loss[loss=0.3653, simple_loss=0.4019, pruned_loss=0.1645, over 2469885.64 frames. utt_duration=1164 frames, utt_pad_proportion=0.08818, over 8497.48 utterances.], giga_tot_loss[loss=0.3509, simple_loss=0.3917, pruned_loss=0.155, over 2475223.91 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08177, over 23482.34 utterances.], batch size: 45, lr: 1.36e-03
2022-08-20 14:43:24,421 INFO [train.py:927] (3/8) Epoch 1, batch 23800, giga_loss[loss=0.3702, simple_loss=0.4004, pruned_loss=0.17, over 12428.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04209, over 146.00 utterances.], tot_loss[loss=0.354, simple_loss=0.3948, pruned_loss=0.1566, over 2474669.72 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08335, over 22326.30 utterances.], libri_tot_loss[loss=0.3641, simple_loss=0.401, pruned_loss=0.1638, over 2469726.57 frames. utt_duration=1169 frames, utt_pad_proportion=0.08694, over 8459.73 utterances.], giga_tot_loss[loss=0.3512, simple_loss=0.3928, pruned_loss=0.1548, over 2474930.00 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08214, over 23682.67 utterances.], batch size: 146, lr: 1.36e-03
2022-08-20 14:45:10,592 INFO [train.py:927] (3/8) Epoch 1, batch 23850, giga_loss[loss=0.3445, simple_loss=0.3925, pruned_loss=0.1483, over 12392.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02675, over 70.00 utterances.], tot_loss[loss=0.356, simple_loss=0.3966, pruned_loss=0.1577, over 2474705.06 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08092, over 22739.06 utterances.], libri_tot_loss[loss=0.3638, simple_loss=0.401, pruned_loss=0.1634, over 2469734.89 frames. utt_duration=1173 frames, utt_pad_proportion=0.08531, over 8432.56 utterances.], giga_tot_loss[loss=0.3539, simple_loss=0.395, pruned_loss=0.1564, over 2475008.31 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08062, over 24181.75 utterances.], batch size: 70, lr: 1.36e-03
2022-08-20 14:47:00,792 INFO [train.py:927] (3/8) Epoch 1, batch 23900, giga_loss[loss=0.3047, simple_loss=0.3752, pruned_loss=0.1171, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03373, over 75.00 utterances.], tot_loss[loss=0.3506, simple_loss=0.3941, pruned_loss=0.1536, over 2474914.33 frames. utt_duration=432 frames, utt_pad_proportion=0.08259, over 22992.19 utterances.], libri_tot_loss[loss=0.3624, simple_loss=0.4003, pruned_loss=0.1625, over 2469642.92 frames. utt_duration=1177 frames, utt_pad_proportion=0.08414, over 8405.11 utterances.], giga_tot_loss[loss=0.3499, simple_loss=0.3932, pruned_loss=0.1533, over 2475344.30 frames. utt_duration=406.2 frames, utt_pad_proportion=0.08257, over 24465.96 utterances.], batch size: 75, lr: 1.36e-03
2022-08-20 14:48:45,002 INFO [train.py:927] (3/8) Epoch 1, batch 23950, giga_loss[loss=0.3283, simple_loss=0.3881, pruned_loss=0.1342, over 12355.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.345, simple_loss=0.391, pruned_loss=0.1495, over 2474780.85 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08251, over 22890.92 utterances.], libri_tot_loss[loss=0.3625, simple_loss=0.4011, pruned_loss=0.1622, over 2469677.80 frames. utt_duration=1182 frames, utt_pad_proportion=0.0833, over 8371.23 utterances.], giga_tot_loss[loss=0.3441, simple_loss=0.3895, pruned_loss=0.1493, over 2475157.21 frames. utt_duration=409.3 frames, utt_pad_proportion=0.08276, over 24277.62 utterances.], batch size: 97, lr: 1.36e-03
2022-08-20 14:50:28,835 INFO [train.py:927] (3/8) Epoch 1, batch 24000, libri_loss[loss=0.2703, simple_loss=0.3361, pruned_loss=0.1023, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006684, over 31.00 utterances.], tot_loss[loss=0.3421, simple_loss=0.3892, pruned_loss=0.1475, over 2475010.20 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08002, over 22063.99 utterances.], libri_tot_loss[loss=0.363, simple_loss=0.4019, pruned_loss=0.1622, over 2469708.01 frames. utt_duration=1187 frames, utt_pad_proportion=0.08144, over 8332.51 utterances.], giga_tot_loss[loss=0.3404, simple_loss=0.3869, pruned_loss=0.1469, over 2475449.84 frames. utt_duration=420.8 frames, utt_pad_proportion=0.08099, over 23611.89 utterances.], batch size: 31, lr: 1.35e-03
2022-08-20 14:50:28,837 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 14:50:43,959 INFO [train.py:967] (3/8) 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 14:52:38,950 INFO [train.py:927] (3/8) Epoch 1, batch 24050, giga_loss[loss=0.2728, simple_loss=0.3511, pruned_loss=0.09721, over 12387.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04329, over 37.00 utterances.], tot_loss[loss=0.3369, simple_loss=0.3859, pruned_loss=0.144, over 2475654.44 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07783, over 21705.28 utterances.], libri_tot_loss[loss=0.3626, simple_loss=0.4018, pruned_loss=0.1618, over 2469983.40 frames. utt_duration=1189 frames, utt_pad_proportion=0.08059, over 8322.52 utterances.], giga_tot_loss[loss=0.3356, simple_loss=0.384, pruned_loss=0.1436, over 2475832.20 frames. utt_duration=430 frames, utt_pad_proportion=0.07899, over 23110.07 utterances.], batch size: 37, lr: 1.35e-03
2022-08-20 14:54:23,178 INFO [train.py:927] (3/8) Epoch 1, batch 24100, giga_loss[loss=0.306, simple_loss=0.3551, pruned_loss=0.1284, over 12365.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1932, over 364.00 utterances.], tot_loss[loss=0.3328, simple_loss=0.3843, pruned_loss=0.1407, over 2474510.03 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07919, over 21070.07 utterances.], libri_tot_loss[loss=0.3613, simple_loss=0.4008, pruned_loss=0.1611, over 2469439.47 frames. utt_duration=1191 frames, utt_pad_proportion=0.07948, over 8305.89 utterances.], giga_tot_loss[loss=0.332, simple_loss=0.3831, pruned_loss=0.1405, over 2475302.29 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08039, over 22634.95 utterances.], batch size: 364, lr: 1.35e-03
2022-08-20 14:56:07,868 INFO [train.py:927] (3/8) Epoch 1, batch 24150, libri_loss[loss=0.3639, simple_loss=0.3954, pruned_loss=0.1662, over 12409.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.01317, over 40.00 utterances.], tot_loss[loss=0.3359, simple_loss=0.3857, pruned_loss=0.1431, over 2474346.57 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07523, over 20828.90 utterances.], libri_tot_loss[loss=0.3612, simple_loss=0.4005, pruned_loss=0.1611, over 2469533.26 frames. utt_duration=1191 frames, utt_pad_proportion=0.07799, over 8302.29 utterances.], giga_tot_loss[loss=0.3348, simple_loss=0.3847, pruned_loss=0.1424, over 2475002.18 frames. utt_duration=444 frames, utt_pad_proportion=0.07693, over 22368.95 utterances.], batch size: 40, lr: 1.35e-03
2022-08-20 14:57:49,927 INFO [train.py:927] (3/8) Epoch 1, batch 24200, libri_loss[loss=0.2796, simple_loss=0.3521, pruned_loss=0.1036, over 12387.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009053, over 30.00 utterances.], tot_loss[loss=0.3394, simple_loss=0.3851, pruned_loss=0.1469, over 2474778.05 frames. utt_duration=480.8 frames, utt_pad_proportion=0.073, over 20650.66 utterances.], libri_tot_loss[loss=0.3655, simple_loss=0.4012, pruned_loss=0.1651, over 2469891.45 frames. utt_duration=1183 frames, utt_pad_proportion=0.08027, over 8361.99 utterances.], giga_tot_loss[loss=0.3338, simple_loss=0.3832, pruned_loss=0.1422, over 2475106.12 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07362, over 22177.42 utterances.], batch size: 30, lr: 1.35e-03
2022-08-20 14:59:32,073 INFO [train.py:927] (3/8) Epoch 1, batch 24250, giga_loss[loss=0.3219, simple_loss=0.3836, pruned_loss=0.1301, over 12462.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03347, over 86.00 utterances.], tot_loss[loss=0.3372, simple_loss=0.3829, pruned_loss=0.1458, over 2475338.01 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07878, over 21693.28 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.3999, pruned_loss=0.1639, over 2470252.83 frames. utt_duration=1190 frames, utt_pad_proportion=0.07829, over 8316.96 utterances.], giga_tot_loss[loss=0.3335, simple_loss=0.3821, pruned_loss=0.1424, over 2475415.22 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07955, over 23381.31 utterances.], batch size: 86, lr: 1.35e-03
2022-08-20 15:01:16,591 INFO [train.py:927] (3/8) Epoch 1, batch 24300, giga_loss[loss=0.2656, simple_loss=0.3441, pruned_loss=0.09353, over 12125.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04282, over 33.00 utterances.], tot_loss[loss=0.3314, simple_loss=0.3802, pruned_loss=0.1413, over 2474355.25 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07531, over 20400.18 utterances.], libri_tot_loss[loss=0.3626, simple_loss=0.3988, pruned_loss=0.1633, over 2469979.66 frames. utt_duration=1194 frames, utt_pad_proportion=0.07659, over 8287.52 utterances.], giga_tot_loss[loss=0.3285, simple_loss=0.3799, pruned_loss=0.1386, over 2474796.28 frames. utt_duration=447.5 frames, utt_pad_proportion=0.0768, over 22190.09 utterances.], batch size: 33, lr: 1.35e-03
2022-08-20 15:03:03,582 INFO [train.py:927] (3/8) Epoch 1, batch 24350, giga_loss[loss=0.2769, simple_loss=0.3364, pruned_loss=0.1087, over 12384.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04179, over 37.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3784, pruned_loss=0.1395, over 2474586.83 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07617, over 20409.46 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.3983, pruned_loss=0.1628, over 2470081.04 frames. utt_duration=1198 frames, utt_pad_proportion=0.0758, over 8258.32 utterances.], giga_tot_loss[loss=0.3268, simple_loss=0.3784, pruned_loss=0.1376, over 2474918.82 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07757, over 22024.36 utterances.], batch size: 37, lr: 1.35e-03
2022-08-20 15:04:44,821 INFO [train.py:927] (3/8) Epoch 1, batch 24400, giga_loss[loss=0.4037, simple_loss=0.4135, pruned_loss=0.197, over 12364.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3777, pruned_loss=0.1386, over 2474364.66 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07581, over 20667.52 utterances.], libri_tot_loss[loss=0.362, simple_loss=0.3994, pruned_loss=0.1624, over 2470232.26 frames. utt_duration=1202 frames, utt_pad_proportion=0.07472, over 8229.29 utterances.], giga_tot_loss[loss=0.3252, simple_loss=0.3765, pruned_loss=0.1369, over 2474591.21 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07728, over 22197.88 utterances.], batch size: 258, lr: 1.34e-03
2022-08-20 15:06:28,314 INFO [train.py:927] (3/8) Epoch 1, batch 24450, giga_loss[loss=0.3162, simple_loss=0.3601, pruned_loss=0.1361, over 12488.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04348, over 34.00 utterances.], tot_loss[loss=0.3263, simple_loss=0.3764, pruned_loss=0.1381, over 2474910.59 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07735, over 20341.84 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.3994, pruned_loss=0.1623, over 2470415.65 frames. utt_duration=1191 frames, utt_pad_proportion=0.07701, over 8308.57 utterances.], giga_tot_loss[loss=0.3235, simple_loss=0.3747, pruned_loss=0.1361, over 2475052.35 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07771, over 21896.21 utterances.], batch size: 34, lr: 1.34e-03
2022-08-20 15:08:12,215 INFO [train.py:927] (3/8) Epoch 1, batch 24500, giga_loss[loss=0.3082, simple_loss=0.3631, pruned_loss=0.1266, over 12401.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03133, over 122.00 utterances.], tot_loss[loss=0.3248, simple_loss=0.3741, pruned_loss=0.1377, over 2474440.04 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07629, over 20646.85 utterances.], libri_tot_loss[loss=0.361, simple_loss=0.3985, pruned_loss=0.1619, over 2470638.26 frames. utt_duration=1194 frames, utt_pad_proportion=0.07617, over 8289.07 utterances.], giga_tot_loss[loss=0.3228, simple_loss=0.3732, pruned_loss=0.1362, over 2474401.78 frames. utt_duration=450 frames, utt_pad_proportion=0.07692, over 22065.87 utterances.], batch size: 122, lr: 1.34e-03
2022-08-20 15:09:53,332 INFO [train.py:927] (3/8) Epoch 1, batch 24550, giga_loss[loss=0.2561, simple_loss=0.3175, pruned_loss=0.09741, over 12214.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03225, over 39.00 utterances.], tot_loss[loss=0.322, simple_loss=0.3726, pruned_loss=0.1357, over 2474717.93 frames. utt_duration=496 frames, utt_pad_proportion=0.07011, over 20016.94 utterances.], libri_tot_loss[loss=0.3604, simple_loss=0.3978, pruned_loss=0.1616, over 2470655.45 frames. utt_duration=1199 frames, utt_pad_proportion=0.07516, over 8255.54 utterances.], giga_tot_loss[loss=0.3203, simple_loss=0.3721, pruned_loss=0.1342, over 2474752.62 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07132, over 21391.16 utterances.], batch size: 39, lr: 1.34e-03
2022-08-20 15:11:37,171 INFO [train.py:927] (3/8) Epoch 1, batch 24600, giga_loss[loss=0.3308, simple_loss=0.3779, pruned_loss=0.1419, over 12461.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03623, over 105.00 utterances.], tot_loss[loss=0.3224, simple_loss=0.3736, pruned_loss=0.1356, over 2475620.76 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06983, over 20124.19 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.3977, pruned_loss=0.1613, over 2471049.25 frames. utt_duration=1197 frames, utt_pad_proportion=0.07426, over 8268.84 utterances.], giga_tot_loss[loss=0.3203, simple_loss=0.3726, pruned_loss=0.134, over 2475404.62 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07104, over 21536.54 utterances.], batch size: 105, lr: 1.34e-03
2022-08-20 15:13:23,884 INFO [train.py:927] (3/8) Epoch 1, batch 24650, giga_loss[loss=0.3027, simple_loss=0.3669, pruned_loss=0.1193, over 12416.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04607, over 31.00 utterances.], tot_loss[loss=0.3251, simple_loss=0.3751, pruned_loss=0.1375, over 2475624.60 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06928, over 20165.97 utterances.], libri_tot_loss[loss=0.3604, simple_loss=0.3977, pruned_loss=0.1617, over 2471160.84 frames. utt_duration=1189 frames, utt_pad_proportion=0.07733, over 8326.83 utterances.], giga_tot_loss[loss=0.3225, simple_loss=0.3739, pruned_loss=0.1355, over 2475437.14 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06917, over 21446.16 utterances.], batch size: 31, lr: 1.34e-03
2022-08-20 15:15:04,040 INFO [train.py:927] (3/8) Epoch 1, batch 24700, giga_loss[loss=0.2922, simple_loss=0.3442, pruned_loss=0.1201, over 12485.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03369, over 43.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3764, pruned_loss=0.1404, over 2475643.88 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07483, over 20989.19 utterances.], libri_tot_loss[loss=0.3597, simple_loss=0.3971, pruned_loss=0.1612, over 2471150.09 frames. utt_duration=1194 frames, utt_pad_proportion=0.07587, over 8292.09 utterances.], giga_tot_loss[loss=0.3264, simple_loss=0.3755, pruned_loss=0.1387, over 2475588.62 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07489, over 22318.21 utterances.], batch size: 43, lr: 1.34e-03
2022-08-20 15:16:48,193 INFO [train.py:927] (3/8) Epoch 1, batch 24750, giga_loss[loss=0.3591, simple_loss=0.3932, pruned_loss=0.1625, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3773, pruned_loss=0.1399, over 2475315.35 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07565, over 20599.07 utterances.], libri_tot_loss[loss=0.3607, simple_loss=0.3992, pruned_loss=0.1613, over 2470886.70 frames. utt_duration=1185 frames, utt_pad_proportion=0.07868, over 8350.65 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3744, pruned_loss=0.1381, over 2475568.70 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07475, over 21818.96 utterances.], batch size: 162, lr: 1.33e-03
2022-08-20 15:18:27,531 INFO [train.py:927] (3/8) Epoch 1, batch 24800, giga_loss[loss=0.2975, simple_loss=0.3395, pruned_loss=0.1277, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07068, over 212.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3766, pruned_loss=0.1391, over 2475844.38 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08095, over 21699.55 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.3985, pruned_loss=0.161, over 2471061.58 frames. utt_duration=1187 frames, utt_pad_proportion=0.07788, over 8334.96 utterances.], giga_tot_loss[loss=0.3247, simple_loss=0.3745, pruned_loss=0.1375, over 2475968.22 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08027, over 22904.14 utterances.], batch size: 212, lr: 1.33e-03
2022-08-20 15:20:11,383 INFO [train.py:927] (3/8) Epoch 1, batch 24850, giga_loss[loss=0.2864, simple_loss=0.3542, pruned_loss=0.1093, over 12402.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02457, over 66.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.3755, pruned_loss=0.1395, over 2474759.66 frames. utt_duration=476.3 frames, utt_pad_proportion=0.08037, over 20846.56 utterances.], libri_tot_loss[loss=0.3602, simple_loss=0.3981, pruned_loss=0.1612, over 2471177.93 frames. utt_duration=1189 frames, utt_pad_proportion=0.07609, over 8323.17 utterances.], giga_tot_loss[loss=0.3241, simple_loss=0.3734, pruned_loss=0.1374, over 2474886.02 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08047, over 22231.33 utterances.], batch size: 66, lr: 1.33e-03
2022-08-20 15:21:52,483 INFO [train.py:927] (3/8) Epoch 1, batch 24900, giga_loss[loss=0.392, simple_loss=0.3963, pruned_loss=0.1939, over 12344.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.3247, simple_loss=0.3731, pruned_loss=0.1382, over 2474737.79 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07621, over 19866.48 utterances.], libri_tot_loss[loss=0.3592, simple_loss=0.3972, pruned_loss=0.1607, over 2470725.86 frames. utt_duration=1195 frames, utt_pad_proportion=0.07396, over 8281.80 utterances.], giga_tot_loss[loss=0.3218, simple_loss=0.3714, pruned_loss=0.1361, over 2475410.04 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07728, over 21463.69 utterances.], batch size: 371, lr: 1.33e-03
2022-08-20 15:23:38,588 INFO [train.py:927] (3/8) Epoch 1, batch 24950, giga_loss[loss=0.2959, simple_loss=0.3816, pruned_loss=0.105, over 12371.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02541, over 66.00 utterances.], tot_loss[loss=0.3289, simple_loss=0.3775, pruned_loss=0.1401, over 2474831.46 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07813, over 20703.13 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.3967, pruned_loss=0.1605, over 2470756.24 frames. utt_duration=1198 frames, utt_pad_proportion=0.07314, over 8260.67 utterances.], giga_tot_loss[loss=0.3265, simple_loss=0.3763, pruned_loss=0.1384, over 2475386.60 frames. utt_duration=449 frames, utt_pad_proportion=0.07908, over 22123.22 utterances.], batch size: 66, lr: 1.33e-03
2022-08-20 15:25:18,293 INFO [train.py:927] (3/8) Epoch 1, batch 25000, giga_loss[loss=0.2947, simple_loss=0.3476, pruned_loss=0.1208, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03793, over 40.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.379, pruned_loss=0.1386, over 2474066.60 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07429, over 20095.25 utterances.], libri_tot_loss[loss=0.3582, simple_loss=0.3964, pruned_loss=0.1602, over 2470280.10 frames. utt_duration=1204 frames, utt_pad_proportion=0.07155, over 8217.51 utterances.], giga_tot_loss[loss=0.3259, simple_loss=0.3778, pruned_loss=0.1369, over 2475047.56 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07586, over 21604.75 utterances.], batch size: 40, lr: 1.33e-03
2022-08-20 15:26:59,827 INFO [train.py:927] (3/8) Epoch 1, batch 25050, giga_loss[loss=0.2741, simple_loss=0.3457, pruned_loss=0.1012, over 12412.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02835, over 62.00 utterances.], tot_loss[loss=0.3298, simple_loss=0.3808, pruned_loss=0.1394, over 2474088.38 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07577, over 20015.81 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.3968, pruned_loss=0.1598, over 2470071.06 frames. utt_duration=1203 frames, utt_pad_proportion=0.07064, over 8225.89 utterances.], giga_tot_loss[loss=0.3273, simple_loss=0.3791, pruned_loss=0.1378, over 2475162.07 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07727, over 21537.01 utterances.], batch size: 62, lr: 1.33e-03
2022-08-20 15:28:44,174 INFO [train.py:927] (3/8) Epoch 1, batch 25100, giga_loss[loss=0.3101, simple_loss=0.3684, pruned_loss=0.1259, over 12352.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02856, over 66.00 utterances.], tot_loss[loss=0.3304, simple_loss=0.3804, pruned_loss=0.1402, over 2473357.28 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07537, over 19769.21 utterances.], libri_tot_loss[loss=0.3562, simple_loss=0.3953, pruned_loss=0.1586, over 2469864.17 frames. utt_duration=1208 frames, utt_pad_proportion=0.06867, over 8189.82 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3796, pruned_loss=0.1391, over 2474545.98 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07739, over 21522.14 utterances.], batch size: 66, lr: 1.33e-03
2022-08-20 15:30:27,286 INFO [train.py:927] (3/8) Epoch 1, batch 25150, giga_loss[loss=0.4185, simple_loss=0.4278, pruned_loss=0.2046, over 12364.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.3272, simple_loss=0.3773, pruned_loss=0.1385, over 2474216.16 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07441, over 19871.90 utterances.], libri_tot_loss[loss=0.355, simple_loss=0.3942, pruned_loss=0.158, over 2469687.00 frames. utt_duration=1214 frames, utt_pad_proportion=0.06746, over 8145.55 utterances.], giga_tot_loss[loss=0.3266, simple_loss=0.3774, pruned_loss=0.1379, over 2475399.90 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07654, over 21571.13 utterances.], batch size: 258, lr: 1.32e-03
2022-08-20 15:32:13,355 INFO [train.py:927] (3/8) Epoch 1, batch 25200, giga_loss[loss=0.2786, simple_loss=0.3452, pruned_loss=0.106, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0467, over 31.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3768, pruned_loss=0.139, over 2474444.61 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07201, over 19888.04 utterances.], libri_tot_loss[loss=0.3546, simple_loss=0.3938, pruned_loss=0.1578, over 2469755.06 frames. utt_duration=1220 frames, utt_pad_proportion=0.06625, over 8109.24 utterances.], giga_tot_loss[loss=0.3266, simple_loss=0.3768, pruned_loss=0.1382, over 2475437.28 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07429, over 21536.46 utterances.], batch size: 31, lr: 1.32e-03
2022-08-20 15:33:56,010 INFO [train.py:927] (3/8) Epoch 1, batch 25250, giga_loss[loss=0.2769, simple_loss=0.3366, pruned_loss=0.1086, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04774, over 34.00 utterances.], tot_loss[loss=0.3262, simple_loss=0.3752, pruned_loss=0.1387, over 2475103.15 frames. utt_duration=505.7 frames, utt_pad_proportion=0.07079, over 19636.11 utterances.], libri_tot_loss[loss=0.3534, simple_loss=0.3929, pruned_loss=0.157, over 2469617.43 frames. utt_duration=1222 frames, utt_pad_proportion=0.06451, over 8095.53 utterances.], giga_tot_loss[loss=0.3257, simple_loss=0.3753, pruned_loss=0.138, over 2476191.14 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07335, over 21380.19 utterances.], batch size: 34, lr: 1.32e-03
2022-08-20 15:35:40,766 INFO [train.py:927] (3/8) Epoch 1, batch 25300, giga_loss[loss=0.3722, simple_loss=0.4135, pruned_loss=0.1654, over 12430.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.0414, over 146.00 utterances.], tot_loss[loss=0.3251, simple_loss=0.3755, pruned_loss=0.1374, over 2474914.39 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06534, over 18995.35 utterances.], libri_tot_loss[loss=0.3549, simple_loss=0.3945, pruned_loss=0.1577, over 2469492.29 frames. utt_duration=1219 frames, utt_pad_proportion=0.06414, over 8116.21 utterances.], giga_tot_loss[loss=0.3226, simple_loss=0.3737, pruned_loss=0.1357, over 2476018.05 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06807, over 20670.02 utterances.], batch size: 146, lr: 1.32e-03
2022-08-20 15:37:25,195 INFO [train.py:927] (3/8) Epoch 1, batch 25350, giga_loss[loss=0.3409, simple_loss=0.3791, pruned_loss=0.1514, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04493, over 28.00 utterances.], tot_loss[loss=0.3265, simple_loss=0.3761, pruned_loss=0.1385, over 2475001.07 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06934, over 19791.79 utterances.], libri_tot_loss[loss=0.3542, simple_loss=0.3937, pruned_loss=0.1574, over 2469412.91 frames. utt_duration=1224 frames, utt_pad_proportion=0.06325, over 8081.11 utterances.], giga_tot_loss[loss=0.3246, simple_loss=0.375, pruned_loss=0.1371, over 2476058.36 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07149, over 21354.22 utterances.], batch size: 28, lr: 1.32e-03
2022-08-20 15:39:09,036 INFO [train.py:927] (3/8) Epoch 1, batch 25400, giga_loss[loss=0.2714, simple_loss=0.3441, pruned_loss=0.09929, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03972, over 40.00 utterances.], tot_loss[loss=0.3224, simple_loss=0.3748, pruned_loss=0.135, over 2474909.66 frames. utt_duration=527 frames, utt_pad_proportion=0.06815, over 18836.34 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.393, pruned_loss=0.1569, over 2469129.60 frames. utt_duration=1217 frames, utt_pad_proportion=0.06562, over 8124.24 utterances.], giga_tot_loss[loss=0.3207, simple_loss=0.374, pruned_loss=0.1337, over 2476176.70 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06928, over 20416.59 utterances.], batch size: 40, lr: 1.32e-03
2022-08-20 15:40:53,787 INFO [train.py:927] (3/8) Epoch 1, batch 25450, giga_loss[loss=0.2738, simple_loss=0.3473, pruned_loss=0.1001, over 12445.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.3211, simple_loss=0.3754, pruned_loss=0.1334, over 2474712.19 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06652, over 18609.44 utterances.], libri_tot_loss[loss=0.3529, simple_loss=0.3926, pruned_loss=0.1567, over 2469181.95 frames. utt_duration=1219 frames, utt_pad_proportion=0.06541, over 8113.62 utterances.], giga_tot_loss[loss=0.32, simple_loss=0.3751, pruned_loss=0.1325, over 2475681.02 frames. utt_duration=499 frames, utt_pad_proportion=0.06762, over 19903.67 utterances.], batch size: 75, lr: 1.32e-03
2022-08-20 15:42:38,349 INFO [train.py:927] (3/8) Epoch 1, batch 25500, giga_loss[loss=0.3187, simple_loss=0.3794, pruned_loss=0.129, over 12323.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.03228, over 70.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3811, pruned_loss=0.1381, over 2475009.52 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06806, over 19476.49 utterances.], libri_tot_loss[loss=0.3536, simple_loss=0.394, pruned_loss=0.1567, over 2469067.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.06517, over 8118.51 utterances.], giga_tot_loss[loss=0.3268, simple_loss=0.3794, pruned_loss=0.1372, over 2475932.76 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06891, over 20592.36 utterances.], batch size: 70, lr: 1.32e-03
2022-08-20 15:44:23,221 INFO [train.py:927] (3/8) Epoch 1, batch 25550, libri_loss[loss=0.5199, simple_loss=0.5045, pruned_loss=0.2677, over 12417.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02337, over 43.00 utterances.], tot_loss[loss=0.3308, simple_loss=0.3823, pruned_loss=0.1397, over 2475639.06 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06848, over 20219.21 utterances.], libri_tot_loss[loss=0.3547, simple_loss=0.3948, pruned_loss=0.1574, over 2469175.86 frames. utt_duration=1222 frames, utt_pad_proportion=0.0643, over 8092.46 utterances.], giga_tot_loss[loss=0.3279, simple_loss=0.38, pruned_loss=0.1379, over 2476395.01 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06943, over 21355.36 utterances.], batch size: 43, lr: 1.31e-03
2022-08-20 15:46:07,701 INFO [train.py:927] (3/8) Epoch 1, batch 25600, libri_loss[loss=0.3217, simple_loss=0.3737, pruned_loss=0.1348, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005986, over 37.00 utterances.], tot_loss[loss=0.3267, simple_loss=0.3805, pruned_loss=0.1364, over 2475336.64 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06884, over 19745.69 utterances.], libri_tot_loss[loss=0.3538, simple_loss=0.3941, pruned_loss=0.1569, over 2469199.72 frames. utt_duration=1223 frames, utt_pad_proportion=0.0631, over 8084.71 utterances.], giga_tot_loss[loss=0.3244, simple_loss=0.3789, pruned_loss=0.135, over 2476069.75 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07005, over 20979.98 utterances.], batch size: 37, lr: 1.31e-03
2022-08-20 15:47:53,083 INFO [train.py:927] (3/8) Epoch 1, batch 25650, giga_loss[loss=0.2871, simple_loss=0.3538, pruned_loss=0.1102, over 12453.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03546, over 86.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3808, pruned_loss=0.137, over 2475251.21 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07288, over 20494.84 utterances.], libri_tot_loss[loss=0.353, simple_loss=0.3935, pruned_loss=0.1563, over 2469187.05 frames. utt_duration=1222 frames, utt_pad_proportion=0.06348, over 8095.42 utterances.], giga_tot_loss[loss=0.326, simple_loss=0.3798, pruned_loss=0.1361, over 2475912.97 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07355, over 21625.56 utterances.], batch size: 86, lr: 1.31e-03
2022-08-20 15:49:41,148 INFO [train.py:927] (3/8) Epoch 1, batch 25700, giga_loss[loss=0.284, simple_loss=0.3503, pruned_loss=0.1088, over 12347.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03188, over 51.00 utterances.], tot_loss[loss=0.3257, simple_loss=0.3784, pruned_loss=0.1366, over 2475279.64 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07683, over 21341.65 utterances.], libri_tot_loss[loss=0.353, simple_loss=0.3935, pruned_loss=0.1563, over 2469187.05 frames. utt_duration=1222 frames, utt_pad_proportion=0.06348, over 8095.42 utterances.], giga_tot_loss[loss=0.3246, simple_loss=0.3776, pruned_loss=0.1358, over 2475794.69 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07718, over 22221.70 utterances.], batch size: 51, lr: 1.31e-03
2022-08-20 15:51:30,962 INFO [train.py:927] (3/8) Epoch 1, batch 25750, giga_loss[loss=0.3218, simple_loss=0.3696, pruned_loss=0.137, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.3252, simple_loss=0.3769, pruned_loss=0.1367, over 2475498.66 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08041, over 22010.50 utterances.], libri_tot_loss[loss=0.3525, simple_loss=0.3932, pruned_loss=0.1559, over 2469120.65 frames. utt_duration=1225 frames, utt_pad_proportion=0.06309, over 8073.52 utterances.], giga_tot_loss[loss=0.3245, simple_loss=0.3764, pruned_loss=0.1363, over 2476022.02 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08072, over 22838.20 utterances.], batch size: 122, lr: 1.31e-03
2022-08-20 15:53:13,067 INFO [train.py:927] (3/8) Epoch 1, batch 25800, giga_loss[loss=0.3432, simple_loss=0.3889, pruned_loss=0.1487, over 12330.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03405, over 51.00 utterances.], tot_loss[loss=0.3259, simple_loss=0.3777, pruned_loss=0.137, over 2474898.45 frames. utt_duration=467 frames, utt_pad_proportion=0.07656, over 21264.95 utterances.], libri_tot_loss[loss=0.3536, simple_loss=0.3949, pruned_loss=0.1562, over 2468729.66 frames. utt_duration=1224 frames, utt_pad_proportion=0.06282, over 8080.59 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3754, pruned_loss=0.136, over 2475838.20 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07714, over 22234.30 utterances.], batch size: 51, lr: 1.31e-03
2022-08-20 15:54:54,087 INFO [train.py:927] (3/8) Epoch 1, batch 25850, giga_loss[loss=0.2548, simple_loss=0.3241, pruned_loss=0.09272, over 12357.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.032, over 51.00 utterances.], tot_loss[loss=0.3201, simple_loss=0.3737, pruned_loss=0.1332, over 2475219.82 frames. utt_duration=459 frames, utt_pad_proportion=0.07441, over 21640.61 utterances.], libri_tot_loss[loss=0.3539, simple_loss=0.3952, pruned_loss=0.1564, over 2468859.07 frames. utt_duration=1213 frames, utt_pad_proportion=0.06657, over 8151.82 utterances.], giga_tot_loss[loss=0.3178, simple_loss=0.3715, pruned_loss=0.1321, over 2475898.68 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07377, over 22456.91 utterances.], batch size: 51, lr: 1.31e-03
2022-08-20 15:56:45,115 INFO [train.py:927] (3/8) Epoch 1, batch 25900, giga_loss[loss=0.2931, simple_loss=0.3534, pruned_loss=0.1164, over 12402.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04016, over 133.00 utterances.], tot_loss[loss=0.317, simple_loss=0.3709, pruned_loss=0.1316, over 2475032.84 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07661, over 22308.78 utterances.], libri_tot_loss[loss=0.3539, simple_loss=0.3952, pruned_loss=0.1564, over 2468859.07 frames. utt_duration=1213 frames, utt_pad_proportion=0.06657, over 8151.82 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3692, pruned_loss=0.1307, over 2475561.20 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07606, over 22944.11 utterances.], batch size: 133, lr: 1.31e-03
2022-08-20 15:58:28,390 INFO [train.py:927] (3/8) Epoch 1, batch 25950, giga_loss[loss=0.3081, simple_loss=0.3637, pruned_loss=0.1262, over 12405.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03567, over 113.00 utterances.], tot_loss[loss=0.3169, simple_loss=0.3707, pruned_loss=0.1315, over 2475585.95 frames. utt_duration=444.6 frames, utt_pad_proportion=0.0789, over 22346.37 utterances.], libri_tot_loss[loss=0.355, simple_loss=0.3967, pruned_loss=0.1567, over 2469511.17 frames. utt_duration=1193 frames, utt_pad_proportion=0.07263, over 8289.66 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.367, pruned_loss=0.1297, over 2475606.42 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07653, over 23207.64 utterances.], batch size: 113, lr: 1.30e-03
2022-08-20 16:00:09,501 INFO [train.py:927] (3/8) Epoch 1, batch 26000, giga_loss[loss=0.3569, simple_loss=0.3919, pruned_loss=0.161, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05484, over 162.00 utterances.], tot_loss[loss=0.318, simple_loss=0.3716, pruned_loss=0.1322, over 2476441.75 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07414, over 22010.15 utterances.], libri_tot_loss[loss=0.3547, simple_loss=0.3961, pruned_loss=0.1567, over 2469873.04 frames. utt_duration=1199 frames, utt_pad_proportion=0.07099, over 8249.54 utterances.], giga_tot_loss[loss=0.3143, simple_loss=0.3685, pruned_loss=0.13, over 2476295.88 frames. utt_duration=429.9 frames, utt_pad_proportion=0.073, over 23118.53 utterances.], batch size: 162, lr: 1.30e-03
2022-08-20 16:01:58,840 INFO [train.py:927] (3/8) Epoch 1, batch 26050, giga_loss[loss=0.255, simple_loss=0.3339, pruned_loss=0.08811, over 12348.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03012, over 70.00 utterances.], tot_loss[loss=0.3154, simple_loss=0.3697, pruned_loss=0.1305, over 2476089.13 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06836, over 20777.27 utterances.], libri_tot_loss[loss=0.354, simple_loss=0.3955, pruned_loss=0.1563, over 2469959.39 frames. utt_duration=1202 frames, utt_pad_proportion=0.06994, over 8230.68 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.3672, pruned_loss=0.1286, over 2476020.14 frames. utt_duration=452.1 frames, utt_pad_proportion=0.06801, over 21975.78 utterances.], batch size: 70, lr: 1.30e-03
2022-08-20 16:03:41,082 INFO [train.py:927] (3/8) Epoch 1, batch 26100, giga_loss[loss=0.3067, simple_loss=0.3739, pruned_loss=0.1198, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.0435, over 34.00 utterances.], tot_loss[loss=0.3162, simple_loss=0.3701, pruned_loss=0.1312, over 2475479.82 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06643, over 19944.49 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.3947, pruned_loss=0.156, over 2469750.56 frames. utt_duration=1206 frames, utt_pad_proportion=0.06809, over 8204.96 utterances.], giga_tot_loss[loss=0.3129, simple_loss=0.3678, pruned_loss=0.129, over 2475811.75 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06683, over 21372.37 utterances.], batch size: 34, lr: 1.30e-03
2022-08-20 16:05:25,929 INFO [train.py:927] (3/8) Epoch 1, batch 26150, giga_loss[loss=0.2803, simple_loss=0.3523, pruned_loss=0.1041, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03269, over 43.00 utterances.], tot_loss[loss=0.3175, simple_loss=0.3709, pruned_loss=0.132, over 2475511.61 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07165, over 19919.48 utterances.], libri_tot_loss[loss=0.3532, simple_loss=0.3947, pruned_loss=0.1559, over 2469594.95 frames. utt_duration=1204 frames, utt_pad_proportion=0.06787, over 8213.82 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.3687, pruned_loss=0.1299, over 2476000.17 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07175, over 21250.15 utterances.], batch size: 43, lr: 1.30e-03
2022-08-20 16:07:17,126 INFO [train.py:927] (3/8) Epoch 1, batch 26200, giga_loss[loss=0.3288, simple_loss=0.3943, pruned_loss=0.1317, over 12373.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.3216, simple_loss=0.3739, pruned_loss=0.1346, over 2476507.31 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08078, over 21581.60 utterances.], libri_tot_loss[loss=0.3534, simple_loss=0.3951, pruned_loss=0.1559, over 2469726.98 frames. utt_duration=1205 frames, utt_pad_proportion=0.0676, over 8208.75 utterances.], giga_tot_loss[loss=0.3188, simple_loss=0.3718, pruned_loss=0.1329, over 2476806.45 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08051, over 22676.74 utterances.], batch size: 182, lr: 1.30e-03
2022-08-20 16:09:05,294 INFO [train.py:927] (3/8) Epoch 1, batch 26250, giga_loss[loss=0.2721, simple_loss=0.3213, pruned_loss=0.1114, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05051, over 34.00 utterances.], tot_loss[loss=0.3216, simple_loss=0.3747, pruned_loss=0.1342, over 2476540.17 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0794, over 22199.63 utterances.], libri_tot_loss[loss=0.3534, simple_loss=0.3957, pruned_loss=0.1556, over 2469781.85 frames. utt_duration=1208 frames, utt_pad_proportion=0.06687, over 8185.76 utterances.], giga_tot_loss[loss=0.3189, simple_loss=0.3722, pruned_loss=0.1328, over 2476818.86 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07952, over 23274.06 utterances.], batch size: 34, lr: 1.30e-03
2022-08-20 16:10:51,173 INFO [train.py:927] (3/8) Epoch 1, batch 26300, giga_loss[loss=0.3094, simple_loss=0.3655, pruned_loss=0.1267, over 12354.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03249, over 58.00 utterances.], tot_loss[loss=0.3226, simple_loss=0.3741, pruned_loss=0.1355, over 2476772.16 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08014, over 22472.79 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.3955, pruned_loss=0.1556, over 2469744.72 frames. utt_duration=1211 frames, utt_pad_proportion=0.06616, over 8170.05 utterances.], giga_tot_loss[loss=0.3202, simple_loss=0.372, pruned_loss=0.1342, over 2477135.75 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08049, over 23525.43 utterances.], batch size: 58, lr: 1.30e-03
2022-08-20 16:12:37,955 INFO [train.py:927] (3/8) Epoch 1, batch 26350, giga_loss[loss=0.4006, simple_loss=0.4164, pruned_loss=0.1924, over 12387.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1107, over 260.00 utterances.], tot_loss[loss=0.3221, simple_loss=0.3731, pruned_loss=0.1356, over 2476339.40 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07856, over 22164.80 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.3954, pruned_loss=0.1556, over 2469617.97 frames. utt_duration=1202 frames, utt_pad_proportion=0.0697, over 8230.87 utterances.], giga_tot_loss[loss=0.3196, simple_loss=0.3711, pruned_loss=0.1341, over 2476849.49 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07783, over 23187.22 utterances.], batch size: 260, lr: 1.30e-03
2022-08-20 16:14:18,690 INFO [train.py:927] (3/8) Epoch 1, batch 26400, giga_loss[loss=0.2936, simple_loss=0.3571, pruned_loss=0.1151, over 12414.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03385, over 80.00 utterances.], tot_loss[loss=0.3209, simple_loss=0.3718, pruned_loss=0.135, over 2475675.11 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07643, over 21183.39 utterances.], libri_tot_loss[loss=0.3521, simple_loss=0.3943, pruned_loss=0.155, over 2469791.47 frames. utt_duration=1193 frames, utt_pad_proportion=0.07201, over 8289.64 utterances.], giga_tot_loss[loss=0.3186, simple_loss=0.3702, pruned_loss=0.1335, over 2476187.49 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07517, over 22491.23 utterances.], batch size: 80, lr: 1.29e-03
2022-08-20 16:16:01,402 INFO [train.py:927] (3/8) Epoch 1, batch 26450, giga_loss[loss=0.3665, simple_loss=0.3987, pruned_loss=0.1672, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04011, over 113.00 utterances.], tot_loss[loss=0.3226, simple_loss=0.373, pruned_loss=0.1361, over 2476095.74 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07798, over 21121.63 utterances.], libri_tot_loss[loss=0.3525, simple_loss=0.3949, pruned_loss=0.1551, over 2470055.94 frames. utt_duration=1174 frames, utt_pad_proportion=0.0795, over 8429.27 utterances.], giga_tot_loss[loss=0.3198, simple_loss=0.3708, pruned_loss=0.1344, over 2476367.06 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07436, over 22263.17 utterances.], batch size: 113, lr: 1.29e-03
2022-08-20 16:17:45,005 INFO [train.py:927] (3/8) Epoch 1, batch 26500, giga_loss[loss=0.307, simple_loss=0.3692, pruned_loss=0.1224, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03334, over 75.00 utterances.], tot_loss[loss=0.324, simple_loss=0.3734, pruned_loss=0.1373, over 2475980.21 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07464, over 20859.22 utterances.], libri_tot_loss[loss=0.3527, simple_loss=0.3949, pruned_loss=0.1553, over 2470126.66 frames. utt_duration=1171 frames, utt_pad_proportion=0.0799, over 8452.12 utterances.], giga_tot_loss[loss=0.3217, simple_loss=0.3717, pruned_loss=0.1358, over 2476159.39 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07175, over 21785.63 utterances.], batch size: 75, lr: 1.29e-03
2022-08-20 16:19:28,166 INFO [train.py:927] (3/8) Epoch 1, batch 26550, giga_loss[loss=0.3267, simple_loss=0.378, pruned_loss=0.1377, over 12376.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04151, over 133.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3758, pruned_loss=0.1399, over 2476377.31 frames. utt_duration=486 frames, utt_pad_proportion=0.0713, over 20443.84 utterances.], libri_tot_loss[loss=0.3564, simple_loss=0.3967, pruned_loss=0.1581, over 2470289.02 frames. utt_duration=1151 frames, utt_pad_proportion=0.08467, over 8596.39 utterances.], giga_tot_loss[loss=0.3219, simple_loss=0.3722, pruned_loss=0.1357, over 2476481.64 frames. utt_duration=467.3 frames, utt_pad_proportion=0.06712, over 21267.03 utterances.], batch size: 133, lr: 1.29e-03
2022-08-20 16:21:11,337 INFO [train.py:927] (3/8) Epoch 1, batch 26600, giga_loss[loss=0.2816, simple_loss=0.3446, pruned_loss=0.1093, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02787, over 45.00 utterances.], tot_loss[loss=0.3317, simple_loss=0.3817, pruned_loss=0.1408, over 2475424.15 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07254, over 20332.70 utterances.], libri_tot_loss[loss=0.361, simple_loss=0.4025, pruned_loss=0.1598, over 2470391.62 frames. utt_duration=1135 frames, utt_pad_proportion=0.08903, over 8717.11 utterances.], giga_tot_loss[loss=0.3222, simple_loss=0.3732, pruned_loss=0.1356, over 2475482.33 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06726, over 21035.15 utterances.], batch size: 45, lr: 1.29e-03
2022-08-20 16:21:41,526 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-20 16:24:05,116 INFO [train.py:927] (3/8) Epoch 2, batch 50, giga_loss[loss=0.2578, simple_loss=0.3381, pruned_loss=0.08877, over 12347.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03013, over 66.00 utterances.], tot_loss[loss=0.302, simple_loss=0.3714, pruned_loss=0.1163, over 548385.61 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05963, over 4070.04 utterances.], libri_tot_loss[loss=0.2924, simple_loss=0.3672, pruned_loss=0.1088, over 48770.30 frames. utt_duration=1600 frames, utt_pad_proportion=0.007514, over 122.07 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3721, pruned_loss=0.1171, over 509723.17 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06104, over 4006.81 utterances.], batch size: 66, lr: 1.28e-03
2022-08-20 16:25:48,778 INFO [train.py:927] (3/8) Epoch 2, batch 100, giga_loss[loss=0.2561, simple_loss=0.3214, pruned_loss=0.0954, over 12386.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06373, over 183.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3418, pruned_loss=0.1032, over 975210.25 frames. utt_duration=549 frames, utt_pad_proportion=0.07126, over 7124.24 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3402, pruned_loss=0.1008, over 132139.38 frames. utt_duration=1591 frames, utt_pad_proportion=0.00763, over 332.65 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3429, pruned_loss=0.1038, over 890760.80 frames. utt_duration=508 frames, utt_pad_proportion=0.07349, over 7034.94 utterances.], batch size: 183, lr: 1.28e-03
2022-08-20 16:27:33,852 INFO [train.py:927] (3/8) Epoch 2, batch 150, giga_loss[loss=0.241, simple_loss=0.3085, pruned_loss=0.08672, over 12371.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06002, over 182.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3238, pruned_loss=0.09404, over 1307011.18 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06578, over 9478.37 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3472, pruned_loss=0.1069, over 166735.15 frames. utt_duration=1527 frames, utt_pad_proportion=0.007913, over 437.11 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3222, pruned_loss=0.09298, over 1222940.77 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06769, over 9430.17 utterances.], batch size: 182, lr: 1.28e-03
2022-08-20 16:29:13,600 INFO [train.py:927] (3/8) Epoch 2, batch 200, giga_loss[loss=0.2141, simple_loss=0.2939, pruned_loss=0.06714, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02591, over 66.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3119, pruned_loss=0.08845, over 1565778.88 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06351, over 11273.31 utterances.], libri_tot_loss[loss=0.2878, simple_loss=0.3505, pruned_loss=0.1126, over 235014.65 frames. utt_duration=1316 frames, utt_pad_proportion=0.06528, over 715.12 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3082, pruned_loss=0.08585, over 1470671.20 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06263, over 11250.71 utterances.], batch size: 66, lr: 1.28e-03
2022-08-20 16:30:51,968 INFO [train.py:927] (3/8) Epoch 2, batch 250, giga_loss[loss=0.237, simple_loss=0.2961, pruned_loss=0.08899, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04283, over 31.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3073, pruned_loss=0.08689, over 1766847.19 frames. utt_duration=527.4 frames, utt_pad_proportion=0.0742, over 13438.02 utterances.], libri_tot_loss[loss=0.2865, simple_loss=0.3503, pruned_loss=0.1113, over 301272.30 frames. utt_duration=1350 frames, utt_pad_proportion=0.05247, over 893.46 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3028, pruned_loss=0.08412, over 1669042.43 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07441, over 13576.36 utterances.], batch size: 31, lr: 1.28e-03
2022-08-20 16:32:29,875 INFO [train.py:927] (3/8) Epoch 2, batch 300, giga_loss[loss=0.2622, simple_loss=0.3209, pruned_loss=0.1018, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06492, over 183.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3071, pruned_loss=0.08699, over 1923649.28 frames. utt_duration=519 frames, utt_pad_proportion=0.07289, over 14867.73 utterances.], libri_tot_loss[loss=0.3063, simple_loss=0.3701, pruned_loss=0.1213, over 355169.58 frames. utt_duration=1324 frames, utt_pad_proportion=0.04975, over 1074.55 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.2989, pruned_loss=0.08231, over 1831489.24 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07354, over 15124.34 utterances.], batch size: 183, lr: 1.28e-03
2022-08-20 16:34:10,008 INFO [train.py:927] (3/8) Epoch 2, batch 350, giga_loss[loss=0.1969, simple_loss=0.2681, pruned_loss=0.06283, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03905, over 113.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3041, pruned_loss=0.08567, over 2045563.33 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07363, over 16289.42 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3658, pruned_loss=0.1202, over 427896.79 frames. utt_duration=1341 frames, utt_pad_proportion=0.04271, over 1277.69 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.2961, pruned_loss=0.08095, over 1956295.11 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07488, over 16767.35 utterances.], batch size: 113, lr: 1.28e-03
2022-08-20 16:35:53,126 INFO [train.py:927] (3/8) Epoch 2, batch 400, giga_loss[loss=0.1924, simple_loss=0.2625, pruned_loss=0.06115, over 12431.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04079, over 31.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.2979, pruned_loss=0.08152, over 2139916.85 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06975, over 16528.93 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.361, pruned_loss=0.1167, over 487731.89 frames. utt_duration=1366 frames, utt_pad_proportion=0.03848, over 1429.49 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.2906, pruned_loss=0.07736, over 2058839.63 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07144, over 17178.74 utterances.], batch size: 31, lr: 1.28e-03
2022-08-20 16:37:34,055 INFO [train.py:927] (3/8) Epoch 2, batch 450, libri_loss[loss=0.2818, simple_loss=0.3825, pruned_loss=0.0905, over 12223.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03759, over 27.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.2953, pruned_loss=0.07753, over 2213636.77 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06417, over 16213.47 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3699, pruned_loss=0.1135, over 546244.28 frames. utt_duration=1386 frames, utt_pad_proportion=0.03523, over 1577.72 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2853, pruned_loss=0.07375, over 2141001.23 frames. utt_duration=505 frames, utt_pad_proportion=0.06631, over 17008.61 utterances.], batch size: 27, lr: 1.28e-03
2022-08-20 16:39:13,182 INFO [train.py:927] (3/8) Epoch 2, batch 500, libri_loss[loss=0.2534, simple_loss=0.3187, pruned_loss=0.09408, over 12227.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008145, over 29.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3006, pruned_loss=0.08127, over 2271671.70 frames. utt_duration=527 frames, utt_pad_proportion=0.0659, over 17292.38 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3686, pruned_loss=0.112, over 603223.44 frames. utt_duration=1397 frames, utt_pad_proportion=0.03213, over 1729.32 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.2912, pruned_loss=0.0778, over 2207373.03 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06797, over 18204.39 utterances.], batch size: 29, lr: 1.27e-03
2022-08-20 16:40:51,787 INFO [train.py:927] (3/8) Epoch 2, batch 550, giga_loss[loss=0.282, simple_loss=0.3548, pruned_loss=0.1046, over 12198.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.032, over 39.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3153, pruned_loss=0.09053, over 2316671.67 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06402, over 17141.00 utterances.], libri_tot_loss[loss=0.293, simple_loss=0.3645, pruned_loss=0.1108, over 676537.58 frames. utt_duration=1341 frames, utt_pad_proportion=0.04945, over 2020.58 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3069, pruned_loss=0.08728, over 2258343.67 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06473, over 18167.96 utterances.], batch size: 39, lr: 1.27e-03
2022-08-20 16:42:33,291 INFO [train.py:927] (3/8) Epoch 2, batch 600, giga_loss[loss=0.2766, simple_loss=0.3489, pruned_loss=0.1022, over 12366.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04259, over 133.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3254, pruned_loss=0.0955, over 2351860.99 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06339, over 17663.44 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.3636, pruned_loss=0.1108, over 694334.76 frames. utt_duration=1344 frames, utt_pad_proportion=0.04802, over 2069.24 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3189, pruned_loss=0.09293, over 2304889.07 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06413, over 18554.20 utterances.], batch size: 133, lr: 1.27e-03
2022-08-20 16:44:15,539 INFO [train.py:927] (3/8) Epoch 2, batch 650, giga_loss[loss=0.2776, simple_loss=0.3456, pruned_loss=0.1048, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03319, over 58.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.329, pruned_loss=0.09661, over 2379040.53 frames. utt_duration=517 frames, utt_pad_proportion=0.06512, over 18459.55 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3626, pruned_loss=0.1106, over 703122.09 frames. utt_duration=1350 frames, utt_pad_proportion=0.04786, over 2085.90 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3242, pruned_loss=0.09463, over 2341922.15 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06565, over 19212.47 utterances.], batch size: 58, lr: 1.27e-03
2022-08-20 16:45:56,782 INFO [train.py:927] (3/8) Epoch 2, batch 700, giga_loss[loss=0.2642, simple_loss=0.334, pruned_loss=0.09719, over 12368.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03008, over 58.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3357, pruned_loss=0.1002, over 2399584.74 frames. utt_duration=544.7 frames, utt_pad_proportion=0.0632, over 17669.48 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3665, pruned_loss=0.1118, over 797269.23 frames. utt_duration=1309 frames, utt_pad_proportion=0.05652, over 2438.46 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3291, pruned_loss=0.09767, over 2365669.42 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06293, over 18777.28 utterances.], batch size: 58, lr: 1.27e-03
2022-08-20 16:47:36,572 INFO [train.py:927] (3/8) Epoch 2, batch 750, giga_loss[loss=0.2855, simple_loss=0.355, pruned_loss=0.108, over 12470.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02943, over 55.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3381, pruned_loss=0.101, over 2415456.82 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06515, over 17200.96 utterances.], libri_tot_loss[loss=0.2915, simple_loss=0.3634, pruned_loss=0.1098, over 854641.58 frames. utt_duration=1325 frames, utt_pad_proportion=0.0522, over 2583.10 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3329, pruned_loss=0.09922, over 2386436.05 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06546, over 18434.34 utterances.], batch size: 55, lr: 1.27e-03
2022-08-20 16:49:18,127 INFO [train.py:927] (3/8) Epoch 2, batch 800, giga_loss[loss=0.2818, simple_loss=0.3592, pruned_loss=0.1022, over 12446.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04091, over 26.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3434, pruned_loss=0.104, over 2428255.52 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06384, over 17231.91 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.362, pruned_loss=0.1098, over 894884.38 frames. utt_duration=1294 frames, utt_pad_proportion=0.06136, over 2770.47 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3393, pruned_loss=0.1025, over 2403796.81 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06307, over 18362.16 utterances.], batch size: 26, lr: 1.27e-03
2022-08-20 16:50:58,016 INFO [train.py:927] (3/8) Epoch 2, batch 850, giga_loss[loss=0.2795, simple_loss=0.3561, pruned_loss=0.1014, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.0387, over 37.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.344, pruned_loss=0.1029, over 2437962.90 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06255, over 16847.72 utterances.], libri_tot_loss[loss=0.2886, simple_loss=0.3597, pruned_loss=0.1087, over 933862.27 frames. utt_duration=1308 frames, utt_pad_proportion=0.05836, over 2860.22 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3411, pruned_loss=0.1019, over 2417645.43 frames. utt_duration=539 frames, utt_pad_proportion=0.06248, over 17992.56 utterances.], batch size: 37, lr: 1.27e-03
2022-08-20 16:52:38,809 INFO [train.py:927] (3/8) Epoch 2, batch 900, giga_loss[loss=0.2682, simple_loss=0.3448, pruned_loss=0.0958, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02728, over 66.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3448, pruned_loss=0.1012, over 2445672.31 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06078, over 16797.21 utterances.], libri_tot_loss[loss=0.2905, simple_loss=0.3634, pruned_loss=0.1088, over 964429.26 frames. utt_duration=1306 frames, utt_pad_proportion=0.05701, over 2958.23 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3408, pruned_loss=0.1002, over 2428965.28 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06107, over 17865.64 utterances.], batch size: 66, lr: 1.27e-03
2022-08-20 16:54:19,551 INFO [train.py:927] (3/8) Epoch 2, batch 950, giga_loss[loss=0.2579, simple_loss=0.3365, pruned_loss=0.08971, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3493, pruned_loss=0.1072, over 2450931.56 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06327, over 16994.42 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3662, pruned_loss=0.1118, over 994468.08 frames. utt_duration=1290 frames, utt_pad_proportion=0.05682, over 3088.21 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3447, pruned_loss=0.1052, over 2437139.34 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06347, over 17981.64 utterances.], batch size: 34, lr: 1.26e-03
2022-08-20 16:56:01,956 INFO [train.py:927] (3/8) Epoch 2, batch 1000, giga_loss[loss=0.3075, simple_loss=0.3626, pruned_loss=0.1262, over 12407.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03898, over 133.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3491, pruned_loss=0.1088, over 2454835.17 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06553, over 17293.15 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3645, pruned_loss=0.1109, over 1030700.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.06373, over 3249.23 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3458, pruned_loss=0.1075, over 2443690.05 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06437, over 18231.60 utterances.], batch size: 133, lr: 1.26e-03
2022-08-20 16:57:42,811 INFO [train.py:927] (3/8) Epoch 2, batch 1050, giga_loss[loss=0.279, simple_loss=0.3472, pruned_loss=0.1054, over 12382.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3473, pruned_loss=0.1082, over 2458812.78 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06326, over 16828.65 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3632, pruned_loss=0.1106, over 1073242.82 frames. utt_duration=1276 frames, utt_pad_proportion=0.06051, over 3369.17 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3446, pruned_loss=0.1072, over 2449603.32 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06295, over 17825.94 utterances.], batch size: 113, lr: 1.26e-03
2022-08-20 16:59:24,488 INFO [train.py:927] (3/8) Epoch 2, batch 1100, giga_loss[loss=0.2686, simple_loss=0.341, pruned_loss=0.09808, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3456, pruned_loss=0.1066, over 2461384.47 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06662, over 17234.74 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3625, pruned_loss=0.11, over 1114064.22 frames. utt_duration=1257 frames, utt_pad_proportion=0.06733, over 3548.42 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3434, pruned_loss=0.1059, over 2454235.93 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06508, over 18232.23 utterances.], batch size: 133, lr: 1.26e-03
2022-08-20 17:01:06,487 INFO [train.py:927] (3/8) Epoch 2, batch 1150, giga_loss[loss=0.2518, simple_loss=0.3136, pruned_loss=0.09499, over 12381.00 frames. utt_duration=307.1 frames, utt_pad_proportion=0.05796, over 162.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3404, pruned_loss=0.1032, over 2464325.82 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06996, over 17796.96 utterances.], libri_tot_loss[loss=0.2909, simple_loss=0.3628, pruned_loss=0.1095, over 1134121.16 frames. utt_duration=1264 frames, utt_pad_proportion=0.06567, over 3593.99 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3382, pruned_loss=0.1028, over 2458738.15 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06889, over 18725.54 utterances.], batch size: 162, lr: 1.26e-03
2022-08-20 17:02:50,714 INFO [train.py:927] (3/8) Epoch 2, batch 1200, giga_loss[loss=0.2422, simple_loss=0.3203, pruned_loss=0.0821, over 12347.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03382, over 62.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.338, pruned_loss=0.1038, over 2465984.34 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06961, over 18431.45 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3671, pruned_loss=0.1156, over 1153719.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.06422, over 3634.88 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3341, pruned_loss=0.1008, over 2461816.00 frames. utt_duration=511 frames, utt_pad_proportion=0.06908, over 19325.09 utterances.], batch size: 62, lr: 1.26e-03
2022-08-20 17:04:31,907 INFO [train.py:927] (3/8) Epoch 2, batch 1250, giga_loss[loss=0.233, simple_loss=0.309, pruned_loss=0.07846, over 12446.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03466, over 123.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3405, pruned_loss=0.1076, over 2468049.62 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06763, over 18567.75 utterances.], libri_tot_loss[loss=0.3144, simple_loss=0.3754, pruned_loss=0.1267, over 1167012.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.06379, over 3681.36 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3337, pruned_loss=0.1004, over 2464599.30 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0674, over 19369.32 utterances.], batch size: 123, lr: 1.26e-03
2022-08-20 17:06:12,664 INFO [train.py:927] (3/8) Epoch 2, batch 1300, giga_loss[loss=0.2483, simple_loss=0.3137, pruned_loss=0.09149, over 12431.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03075, over 80.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3357, pruned_loss=0.1042, over 2469489.42 frames. utt_duration=545.8 frames, utt_pad_proportion=0.0672, over 18148.75 utterances.], libri_tot_loss[loss=0.313, simple_loss=0.3741, pruned_loss=0.1259, over 1199429.77 frames. utt_duration=1274 frames, utt_pad_proportion=0.06194, over 3769.58 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.33, pruned_loss=0.09831, over 2466549.61 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06736, over 19024.80 utterances.], batch size: 80, lr: 1.26e-03
2022-08-20 17:07:52,949 INFO [train.py:927] (3/8) Epoch 2, batch 1350, giga_loss[loss=0.2529, simple_loss=0.3168, pruned_loss=0.09445, over 12439.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3297, pruned_loss=0.1005, over 2469894.88 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06195, over 17115.81 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3718, pruned_loss=0.1246, over 1236683.40 frames. utt_duration=1286 frames, utt_pad_proportion=0.05921, over 3850.53 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3251, pruned_loss=0.09574, over 2467822.40 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06288, over 18106.45 utterances.], batch size: 80, lr: 1.26e-03
2022-08-20 17:09:36,048 INFO [train.py:927] (3/8) Epoch 2, batch 1400, libri_loss[loss=0.2854, simple_loss=0.3455, pruned_loss=0.1127, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008633, over 37.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3246, pruned_loss=0.09747, over 2469379.23 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05753, over 16207.32 utterances.], libri_tot_loss[loss=0.3079, simple_loss=0.3697, pruned_loss=0.123, over 1267037.63 frames. utt_duration=1289 frames, utt_pad_proportion=0.05814, over 3937.44 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3208, pruned_loss=0.09382, over 2467878.44 frames. utt_duration=575 frames, utt_pad_proportion=0.05876, over 17213.49 utterances.], batch size: 37, lr: 1.25e-03
2022-08-20 17:11:16,176 INFO [train.py:927] (3/8) Epoch 2, batch 1450, giga_loss[loss=0.2378, simple_loss=0.3016, pruned_loss=0.08701, over 12416.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02444, over 48.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3206, pruned_loss=0.09528, over 2469797.88 frames. utt_duration=604.6 frames, utt_pad_proportion=0.06141, over 16380.76 utterances.], libri_tot_loss[loss=0.3053, simple_loss=0.3677, pruned_loss=0.1214, over 1302553.98 frames. utt_duration=1301 frames, utt_pad_proportion=0.05601, over 4010.56 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3173, pruned_loss=0.09239, over 2468691.66 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06259, over 17449.94 utterances.], batch size: 48, lr: 1.25e-03
2022-08-20 17:12:56,631 INFO [train.py:927] (3/8) Epoch 2, batch 1500, giga_loss[loss=0.2241, simple_loss=0.2933, pruned_loss=0.07747, over 12452.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04284, over 114.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3166, pruned_loss=0.09251, over 2470396.93 frames. utt_duration=634.1 frames, utt_pad_proportion=0.0577, over 15620.03 utterances.], libri_tot_loss[loss=0.3038, simple_loss=0.3664, pruned_loss=0.1206, over 1331312.03 frames. utt_duration=1302 frames, utt_pad_proportion=0.05591, over 4095.44 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3135, pruned_loss=0.09003, over 2469650.90 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05898, over 16658.43 utterances.], batch size: 114, lr: 1.25e-03
2022-08-20 17:14:36,423 INFO [train.py:927] (3/8) Epoch 2, batch 1550, giga_loss[loss=0.2159, simple_loss=0.2929, pruned_loss=0.06949, over 12397.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.0297, over 62.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3176, pruned_loss=0.09298, over 2471849.00 frames. utt_duration=635.4 frames, utt_pad_proportion=0.055, over 15596.45 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3663, pruned_loss=0.1196, over 1354241.92 frames. utt_duration=1300 frames, utt_pad_proportion=0.05485, over 4170.94 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3143, pruned_loss=0.09097, over 2470982.77 frames. utt_duration=598.4 frames, utt_pad_proportion=0.0564, over 16559.39 utterances.], batch size: 62, lr: 1.25e-03
2022-08-20 17:16:15,539 INFO [train.py:927] (3/8) Epoch 2, batch 1600, libri_loss[loss=0.285, simple_loss=0.3503, pruned_loss=0.1099, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008015, over 37.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3217, pruned_loss=0.09552, over 2472579.62 frames. utt_duration=639.3 frames, utt_pad_proportion=0.05488, over 15506.95 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3633, pruned_loss=0.1178, over 1419503.07 frames. utt_duration=1313 frames, utt_pad_proportion=0.05056, over 4328.98 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3181, pruned_loss=0.09345, over 2471873.94 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05701, over 16769.44 utterances.], batch size: 37, lr: 1.25e-03
2022-08-20 17:17:58,986 INFO [train.py:927] (3/8) Epoch 2, batch 1650, giga_loss[loss=0.2817, simple_loss=0.3506, pruned_loss=0.1064, over 12426.00 frames. utt_duration=858.6 frames, utt_pad_proportion=0.02659, over 58.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3289, pruned_loss=0.1001, over 2473273.21 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05869, over 16605.23 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3628, pruned_loss=0.1174, over 1424595.55 frames. utt_duration=1315 frames, utt_pad_proportion=0.05027, over 4337.34 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3262, pruned_loss=0.09861, over 2472885.25 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06014, over 17642.50 utterances.], batch size: 58, lr: 1.25e-03
2022-08-20 17:19:41,968 INFO [train.py:927] (3/8) Epoch 2, batch 1700, giga_loss[loss=0.3512, simple_loss=0.3799, pruned_loss=0.1612, over 12339.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2154, over 374.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3351, pruned_loss=0.1026, over 2473312.47 frames. utt_duration=584.4 frames, utt_pad_proportion=0.06605, over 16973.02 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3617, pruned_loss=0.116, over 1460756.37 frames. utt_duration=1323 frames, utt_pad_proportion=0.04804, over 4422.26 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3325, pruned_loss=0.1017, over 2473009.47 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06741, over 18124.03 utterances.], batch size: 374, lr: 1.25e-03
2022-08-20 17:21:20,370 INFO [train.py:927] (3/8) Epoch 2, batch 1750, giga_loss[loss=0.2972, simple_loss=0.3526, pruned_loss=0.1209, over 12367.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07124, over 211.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3418, pruned_loss=0.1074, over 2473467.68 frames. utt_duration=533.8 frames, utt_pad_proportion=0.07437, over 18585.58 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3613, pruned_loss=0.1158, over 1480686.12 frames. utt_duration=1305 frames, utt_pad_proportion=0.05294, over 4544.66 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3396, pruned_loss=0.1066, over 2473404.49 frames. utt_duration=505.2 frames, utt_pad_proportion=0.0742, over 19642.24 utterances.], batch size: 211, lr: 1.25e-03
2022-08-20 17:23:03,796 INFO [train.py:927] (3/8) Epoch 2, batch 1800, giga_loss[loss=0.2583, simple_loss=0.3313, pruned_loss=0.09266, over 12369.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0312, over 58.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3397, pruned_loss=0.1049, over 2473751.92 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07609, over 19368.05 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3614, pruned_loss=0.1154, over 1490756.01 frames. utt_duration=1303 frames, utt_pad_proportion=0.05227, over 4581.11 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3378, pruned_loss=0.1044, over 2473558.56 frames. utt_duration=489 frames, utt_pad_proportion=0.0761, over 20294.27 utterances.], batch size: 58, lr: 1.25e-03
2022-08-20 17:24:46,592 INFO [train.py:927] (3/8) Epoch 2, batch 1850, giga_loss[loss=0.261, simple_loss=0.338, pruned_loss=0.09201, over 12404.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3422, pruned_loss=0.1044, over 2474159.87 frames. utt_duration=526.2 frames, utt_pad_proportion=0.07225, over 18860.38 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3648, pruned_loss=0.116, over 1510380.37 frames. utt_duration=1299 frames, utt_pad_proportion=0.05136, over 4658.00 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3385, pruned_loss=0.1035, over 2473917.45 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07277, over 19784.62 utterances.], batch size: 133, lr: 1.24e-03
2022-08-20 17:26:29,851 INFO [train.py:927] (3/8) Epoch 2, batch 1900, giga_loss[loss=0.3032, simple_loss=0.3552, pruned_loss=0.1256, over 12345.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03572, over 104.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3447, pruned_loss=0.1063, over 2474077.88 frames. utt_duration=538.9 frames, utt_pad_proportion=0.07157, over 18415.56 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3639, pruned_loss=0.1156, over 1529594.08 frames. utt_duration=1301 frames, utt_pad_proportion=0.05071, over 4709.29 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3418, pruned_loss=0.1057, over 2473801.19 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07233, over 19354.50 utterances.], batch size: 104, lr: 1.24e-03
2022-08-20 17:28:11,589 INFO [train.py:927] (3/8) Epoch 2, batch 1950, giga_loss[loss=0.2631, simple_loss=0.3261, pruned_loss=0.1001, over 12408.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03975, over 105.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3453, pruned_loss=0.1074, over 2473965.03 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06926, over 18099.16 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3626, pruned_loss=0.1152, over 1552626.20 frames. utt_duration=1307 frames, utt_pad_proportion=0.04919, over 4756.11 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3434, pruned_loss=0.1069, over 2474061.99 frames. utt_duration=519.5 frames, utt_pad_proportion=0.07048, over 19105.89 utterances.], batch size: 105, lr: 1.24e-03
2022-08-20 17:29:52,859 INFO [train.py:927] (3/8) Epoch 2, batch 2000, giga_loss[loss=0.2836, simple_loss=0.3546, pruned_loss=0.1063, over 12368.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3465, pruned_loss=0.1086, over 2473734.11 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06976, over 18185.74 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.362, pruned_loss=0.1153, over 1561913.52 frames. utt_duration=1311 frames, utt_pad_proportion=0.04862, over 4771.51 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3451, pruned_loss=0.1081, over 2473722.55 frames. utt_duration=520 frames, utt_pad_proportion=0.07089, over 19085.43 utterances.], batch size: 66, lr: 1.24e-03
2022-08-20 17:31:35,195 INFO [train.py:927] (3/8) Epoch 2, batch 2050, giga_loss[loss=0.2569, simple_loss=0.3265, pruned_loss=0.09363, over 12359.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03283, over 51.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3466, pruned_loss=0.1075, over 2473059.29 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06991, over 17876.83 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3613, pruned_loss=0.1149, over 1584284.95 frames. utt_duration=1316 frames, utt_pad_proportion=0.0473, over 4821.68 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3456, pruned_loss=0.1071, over 2473248.22 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07133, over 18856.42 utterances.], batch size: 51, lr: 1.24e-03
2022-08-20 17:33:18,187 INFO [train.py:927] (3/8) Epoch 2, batch 2100, giga_loss[loss=0.287, simple_loss=0.3478, pruned_loss=0.1131, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03698, over 113.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.345, pruned_loss=0.1059, over 2472358.47 frames. utt_duration=583.4 frames, utt_pad_proportion=0.0666, over 16994.58 utterances.], libri_tot_loss[loss=0.2944, simple_loss=0.3603, pruned_loss=0.1142, over 1610726.71 frames. utt_duration=1304 frames, utt_pad_proportion=0.05229, over 4946.63 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3444, pruned_loss=0.1058, over 2472402.19 frames. utt_duration=551 frames, utt_pad_proportion=0.06707, over 17998.06 utterances.], batch size: 113, lr: 1.24e-03
2022-08-20 17:35:00,276 INFO [train.py:927] (3/8) Epoch 2, batch 2150, giga_loss[loss=0.2836, simple_loss=0.3497, pruned_loss=0.1088, over 12433.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03634, over 123.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3438, pruned_loss=0.1057, over 2472441.95 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06324, over 16910.34 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3602, pruned_loss=0.1146, over 1627580.98 frames. utt_duration=1305 frames, utt_pad_proportion=0.05127, over 4995.39 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.343, pruned_loss=0.1052, over 2472705.65 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06414, over 17880.88 utterances.], batch size: 123, lr: 1.24e-03
2022-08-20 17:36:42,403 INFO [train.py:927] (3/8) Epoch 2, batch 2200, giga_loss[loss=0.2742, simple_loss=0.3399, pruned_loss=0.1043, over 12243.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02906, over 45.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3437, pruned_loss=0.1043, over 2471116.51 frames. utt_duration=628.7 frames, utt_pad_proportion=0.05821, over 15759.02 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3611, pruned_loss=0.1142, over 1644179.21 frames. utt_duration=1310 frames, utt_pad_proportion=0.05014, over 5025.25 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3423, pruned_loss=0.1041, over 2471462.80 frames. utt_duration=593.3 frames, utt_pad_proportion=0.0596, over 16705.12 utterances.], batch size: 45, lr: 1.24e-03
2022-08-20 17:38:24,200 INFO [train.py:927] (3/8) Epoch 2, batch 2250, giga_loss[loss=0.2767, simple_loss=0.3434, pruned_loss=0.105, over 12432.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04104, over 26.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3432, pruned_loss=0.1033, over 2471376.35 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05739, over 15576.60 utterances.], libri_tot_loss[loss=0.2937, simple_loss=0.3599, pruned_loss=0.1137, over 1676600.73 frames. utt_duration=1317 frames, utt_pad_proportion=0.04794, over 5097.95 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3421, pruned_loss=0.103, over 2471741.43 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05927, over 16652.10 utterances.], batch size: 26, lr: 1.24e-03
2022-08-20 17:40:06,718 INFO [train.py:927] (3/8) Epoch 2, batch 2300, giga_loss[loss=0.2689, simple_loss=0.336, pruned_loss=0.1009, over 12309.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02712, over 45.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3437, pruned_loss=0.1039, over 2470603.38 frames. utt_duration=648.6 frames, utt_pad_proportion=0.05647, over 15270.70 utterances.], libri_tot_loss[loss=0.293, simple_loss=0.3591, pruned_loss=0.1134, over 1699678.70 frames. utt_duration=1320 frames, utt_pad_proportion=0.04636, over 5156.19 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3429, pruned_loss=0.1036, over 2471331.70 frames. utt_duration=605.9 frames, utt_pad_proportion=0.0586, over 16355.06 utterances.], batch size: 45, lr: 1.24e-03
2022-08-20 17:41:50,559 INFO [train.py:927] (3/8) Epoch 2, batch 2350, giga_loss[loss=0.2801, simple_loss=0.3425, pruned_loss=0.1089, over 12212.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03723, over 33.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3415, pruned_loss=0.1027, over 2470898.03 frames. utt_duration=647.3 frames, utt_pad_proportion=0.05446, over 15303.27 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.3578, pruned_loss=0.1127, over 1726180.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.04463, over 5210.92 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3412, pruned_loss=0.1025, over 2471596.29 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05692, over 16456.40 utterances.], batch size: 33, lr: 1.23e-03
2022-08-20 17:43:34,355 INFO [train.py:927] (3/8) Epoch 2, batch 2400, giga_loss[loss=0.4071, simple_loss=0.4232, pruned_loss=0.1955, over 12378.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09796, over 256.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.34, pruned_loss=0.1025, over 2471102.54 frames. utt_duration=629.6 frames, utt_pad_proportion=0.06172, over 15736.74 utterances.], libri_tot_loss[loss=0.2911, simple_loss=0.3573, pruned_loss=0.1125, over 1729814.10 frames. utt_duration=1329 frames, utt_pad_proportion=0.04462, over 5211.87 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.34, pruned_loss=0.1025, over 2471734.85 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06326, over 16688.18 utterances.], batch size: 256, lr: 1.23e-03
2022-08-20 17:45:15,609 INFO [train.py:927] (3/8) Epoch 2, batch 2450, giga_loss[loss=0.25, simple_loss=0.3174, pruned_loss=0.09126, over 12415.00 frames. utt_duration=975.3 frames, utt_pad_proportion=0.02857, over 51.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3387, pruned_loss=0.1024, over 2471849.78 frames. utt_duration=639.3 frames, utt_pad_proportion=0.05831, over 15501.94 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3575, pruned_loss=0.1124, over 1751673.35 frames. utt_duration=1319 frames, utt_pad_proportion=0.04534, over 5316.98 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3381, pruned_loss=0.1022, over 2472441.96 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05979, over 16448.02 utterances.], batch size: 51, lr: 1.23e-03
2022-08-20 17:46:56,760 INFO [train.py:927] (3/8) Epoch 2, batch 2500, giga_loss[loss=0.2869, simple_loss=0.3461, pruned_loss=0.1138, over 12388.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05895, over 182.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3361, pruned_loss=0.1016, over 2472575.55 frames. utt_duration=648.2 frames, utt_pad_proportion=0.05704, over 15292.59 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3571, pruned_loss=0.1126, over 1772889.07 frames. utt_duration=1325 frames, utt_pad_proportion=0.04421, over 5359.82 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3353, pruned_loss=0.101, over 2473166.08 frames. utt_duration=608.6 frames, utt_pad_proportion=0.05882, over 16295.41 utterances.], batch size: 182, lr: 1.23e-03
2022-08-20 17:48:39,206 INFO [train.py:927] (3/8) Epoch 2, batch 2550, giga_loss[loss=0.2236, simple_loss=0.299, pruned_loss=0.07408, over 12344.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04166, over 26.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3339, pruned_loss=0.1011, over 2472547.88 frames. utt_duration=623 frames, utt_pad_proportion=0.06262, over 15912.36 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.3565, pruned_loss=0.1125, over 1793265.72 frames. utt_duration=1329 frames, utt_pad_proportion=0.04297, over 5402.61 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3331, pruned_loss=0.1004, over 2473313.73 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06424, over 16957.33 utterances.], batch size: 26, lr: 1.23e-03
2022-08-20 17:50:23,288 INFO [train.py:927] (3/8) Epoch 2, batch 2600, giga_loss[loss=0.2188, simple_loss=0.2886, pruned_loss=0.0745, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3346, pruned_loss=0.1007, over 2472900.79 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05867, over 16082.74 utterances.], libri_tot_loss[loss=0.2904, simple_loss=0.3568, pruned_loss=0.1121, over 1806661.43 frames. utt_duration=1331 frames, utt_pad_proportion=0.04217, over 5435.37 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3333, pruned_loss=0.1002, over 2473584.24 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06051, over 17065.68 utterances.], batch size: 34, lr: 1.23e-03
2022-08-20 17:52:04,322 INFO [train.py:927] (3/8) Epoch 2, batch 2650, giga_loss[loss=0.253, simple_loss=0.3323, pruned_loss=0.08685, over 12422.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03327, over 75.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3452, pruned_loss=0.102, over 2473157.16 frames. utt_duration=604 frames, utt_pad_proportion=0.05794, over 16417.91 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3694, pruned_loss=0.1132, over 1826126.60 frames. utt_duration=1334 frames, utt_pad_proportion=0.04109, over 5480.73 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3353, pruned_loss=0.1006, over 2473939.08 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05996, over 17474.84 utterances.], batch size: 75, lr: 1.23e-03
2022-08-20 17:53:45,028 INFO [train.py:927] (3/8) Epoch 2, batch 2700, giga_loss[loss=0.2746, simple_loss=0.3499, pruned_loss=0.09967, over 12450.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04098, over 114.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.343, pruned_loss=0.1016, over 2472725.16 frames. utt_duration=582.8 frames, utt_pad_proportion=0.06277, over 17014.65 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3688, pruned_loss=0.1133, over 1835818.01 frames. utt_duration=1338 frames, utt_pad_proportion=0.04084, over 5496.39 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3353, pruned_loss=0.1002, over 2473310.30 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06428, over 17993.53 utterances.], batch size: 114, lr: 1.23e-03
2022-08-20 17:55:25,634 INFO [train.py:927] (3/8) Epoch 2, batch 2750, giga_loss[loss=0.2974, simple_loss=0.357, pruned_loss=0.1189, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07577, over 212.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3408, pruned_loss=0.1009, over 2472087.94 frames. utt_duration=605.8 frames, utt_pad_proportion=0.06106, over 16362.19 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3683, pruned_loss=0.1133, over 1855052.47 frames. utt_duration=1342 frames, utt_pad_proportion=0.03966, over 5534.91 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3342, pruned_loss=0.09943, over 2472229.16 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06297, over 17412.51 utterances.], batch size: 212, lr: 1.23e-03
2022-08-20 17:57:08,166 INFO [train.py:927] (3/8) Epoch 2, batch 2800, giga_loss[loss=0.3511, simple_loss=0.3889, pruned_loss=0.1566, over 12368.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09858, over 256.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3418, pruned_loss=0.1019, over 2472829.60 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05811, over 17064.79 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3676, pruned_loss=0.113, over 1864215.99 frames. utt_duration=1343 frames, utt_pad_proportion=0.03932, over 5556.69 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3368, pruned_loss=0.1009, over 2472987.74 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05991, over 18027.17 utterances.], batch size: 256, lr: 1.23e-03
2022-08-20 17:58:47,907 INFO [train.py:927] (3/8) Epoch 2, batch 2850, giga_loss[loss=0.3023, simple_loss=0.3642, pruned_loss=0.1202, over 12344.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3428, pruned_loss=0.1026, over 2473049.14 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05529, over 16972.47 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3671, pruned_loss=0.1131, over 1879164.95 frames. utt_duration=1347 frames, utt_pad_proportion=0.03835, over 5586.42 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3385, pruned_loss=0.1014, over 2473287.68 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05729, over 17984.13 utterances.], batch size: 91, lr: 1.22e-03
2022-08-20 18:00:30,393 INFO [train.py:927] (3/8) Epoch 2, batch 2900, giga_loss[loss=0.2232, simple_loss=0.2988, pruned_loss=0.07386, over 12278.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03491, over 28.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3425, pruned_loss=0.1021, over 2473066.10 frames. utt_duration=589.2 frames, utt_pad_proportion=0.05307, over 16833.07 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3676, pruned_loss=0.1131, over 1884919.42 frames. utt_duration=1348 frames, utt_pad_proportion=0.03797, over 5597.52 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3387, pruned_loss=0.1011, over 2473408.05 frames. utt_duration=560 frames, utt_pad_proportion=0.05493, over 17714.41 utterances.], batch size: 28, lr: 1.22e-03
2022-08-20 18:02:11,150 INFO [train.py:927] (3/8) Epoch 2, batch 2950, giga_loss[loss=0.2483, simple_loss=0.308, pruned_loss=0.0943, over 12180.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03165, over 36.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3432, pruned_loss=0.1027, over 2473225.64 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05647, over 17478.52 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3686, pruned_loss=0.1129, over 1893700.58 frames. utt_duration=1354 frames, utt_pad_proportion=0.03751, over 5601.54 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3392, pruned_loss=0.1019, over 2473491.62 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05795, over 18322.35 utterances.], batch size: 36, lr: 1.22e-03
2022-08-20 18:03:51,416 INFO [train.py:927] (3/8) Epoch 2, batch 3000, giga_loss[loss=0.2567, simple_loss=0.3217, pruned_loss=0.09584, over 12164.00 frames. utt_duration=1873 frames, utt_pad_proportion=0.06119, over 26.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3394, pruned_loss=0.1009, over 2473279.25 frames. utt_duration=573 frames, utt_pad_proportion=0.05434, over 17312.24 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3682, pruned_loss=0.1129, over 1908042.30 frames. utt_duration=1349 frames, utt_pad_proportion=0.0371, over 5663.82 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3359, pruned_loss=0.09999, over 2473506.39 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05591, over 18193.86 utterances.], batch size: 26, lr: 1.22e-03
2022-08-20 18:03:51,418 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 18:04:08,263 INFO [train.py:967] (3/8) 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 18:05:44,499 INFO [train.py:927] (3/8) Epoch 2, batch 3050, giga_loss[loss=0.2433, simple_loss=0.3117, pruned_loss=0.08745, over 12319.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03271, over 28.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3401, pruned_loss=0.1009, over 2473600.09 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05682, over 17762.24 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3681, pruned_loss=0.1133, over 1921659.33 frames. utt_duration=1349 frames, utt_pad_proportion=0.03629, over 5704.84 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3367, pruned_loss=0.09961, over 2474117.75 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05834, over 18701.40 utterances.], batch size: 28, lr: 1.22e-03
2022-08-20 18:07:23,263 INFO [train.py:927] (3/8) Epoch 2, batch 3100, giga_loss[loss=0.2406, simple_loss=0.3285, pruned_loss=0.07631, over 12404.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02931, over 62.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3412, pruned_loss=0.1016, over 2474429.42 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05699, over 18257.97 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3678, pruned_loss=0.1132, over 1935358.12 frames. utt_duration=1347 frames, utt_pad_proportion=0.03583, over 5754.66 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3382, pruned_loss=0.1004, over 2474824.26 frames. utt_duration=516.3 frames, utt_pad_proportion=0.05846, over 19231.11 utterances.], batch size: 62, lr: 1.22e-03
2022-08-20 18:09:03,739 INFO [train.py:927] (3/8) Epoch 2, batch 3150, giga_loss[loss=0.2473, simple_loss=0.3181, pruned_loss=0.08824, over 12345.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3396, pruned_loss=0.1024, over 2474507.88 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05504, over 18233.65 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3673, pruned_loss=0.1131, over 1948726.49 frames. utt_duration=1345 frames, utt_pad_proportion=0.03521, over 5801.34 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3369, pruned_loss=0.1013, over 2474828.25 frames. utt_duration=515.8 frames, utt_pad_proportion=0.05665, over 19250.30 utterances.], batch size: 58, lr: 1.22e-03
2022-08-20 18:10:43,189 INFO [train.py:927] (3/8) Epoch 2, batch 3200, giga_loss[loss=0.2826, simple_loss=0.3436, pruned_loss=0.1108, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06313, over 183.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3378, pruned_loss=0.103, over 2474067.29 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05527, over 18170.38 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3663, pruned_loss=0.1128, over 1966384.71 frames. utt_duration=1352 frames, utt_pad_proportion=0.03417, over 5825.07 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3355, pruned_loss=0.1021, over 2474723.05 frames. utt_duration=512.7 frames, utt_pad_proportion=0.05709, over 19363.69 utterances.], batch size: 183, lr: 1.22e-03
2022-08-20 18:12:20,838 INFO [train.py:927] (3/8) Epoch 2, batch 3250, giga_loss[loss=0.2429, simple_loss=0.3122, pruned_loss=0.08683, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02585, over 48.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3348, pruned_loss=0.1019, over 2474407.77 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06026, over 18033.16 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3662, pruned_loss=0.1129, over 1983434.53 frames. utt_duration=1344 frames, utt_pad_proportion=0.0346, over 5910.53 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3321, pruned_loss=0.1007, over 2475359.86 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06165, over 19298.21 utterances.], batch size: 48, lr: 1.22e-03
2022-08-20 18:13:59,939 INFO [train.py:927] (3/8) Epoch 2, batch 3300, giga_loss[loss=0.2783, simple_loss=0.3416, pruned_loss=0.1075, over 12455.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3292, pruned_loss=0.09915, over 2473824.84 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05911, over 17736.43 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3658, pruned_loss=0.1127, over 1988216.59 frames. utt_duration=1346 frames, utt_pad_proportion=0.03429, over 5916.41 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3272, pruned_loss=0.09826, over 2474667.89 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06047, over 18828.41 utterances.], batch size: 75, lr: 1.22e-03
2022-08-20 18:15:39,607 INFO [train.py:927] (3/8) Epoch 2, batch 3350, giga_loss[loss=0.2783, simple_loss=0.3494, pruned_loss=0.1036, over 12437.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03627, over 123.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3305, pruned_loss=0.09989, over 2473542.98 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06036, over 17350.43 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3659, pruned_loss=0.1129, over 2005227.56 frames. utt_duration=1327 frames, utt_pad_proportion=0.03954, over 6051.23 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3276, pruned_loss=0.09862, over 2473979.97 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0604, over 18471.61 utterances.], batch size: 123, lr: 1.21e-03
2022-08-20 18:17:23,087 INFO [train.py:927] (3/8) Epoch 2, batch 3400, giga_loss[loss=0.2849, simple_loss=0.3534, pruned_loss=0.1082, over 12421.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03309, over 80.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3328, pruned_loss=0.1017, over 2473584.45 frames. utt_duration=576.3 frames, utt_pad_proportion=0.0572, over 17214.80 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3659, pruned_loss=0.114, over 2016614.20 frames. utt_duration=1328 frames, utt_pad_proportion=0.03868, over 6079.70 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3297, pruned_loss=0.0996, over 2474107.19 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05783, over 18324.37 utterances.], batch size: 80, lr: 1.21e-03
2022-08-20 18:19:00,028 INFO [train.py:927] (3/8) Epoch 2, batch 3450, giga_loss[loss=0.2677, simple_loss=0.3337, pruned_loss=0.1008, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02674, over 45.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3406, pruned_loss=0.1042, over 2473946.67 frames. utt_duration=579.6 frames, utt_pad_proportion=0.0613, over 17117.73 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3707, pruned_loss=0.1149, over 2029952.19 frames. utt_duration=1298 frames, utt_pad_proportion=0.0487, over 6261.85 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3336, pruned_loss=0.1015, over 2474570.28 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05858, over 18137.82 utterances.], batch size: 45, lr: 1.21e-03
2022-08-20 18:20:45,475 INFO [train.py:927] (3/8) Epoch 2, batch 3500, giga_loss[loss=0.3454, simple_loss=0.4004, pruned_loss=0.1452, over 12393.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04495, over 146.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3486, pruned_loss=0.1104, over 2474054.88 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05982, over 17431.57 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3722, pruned_loss=0.1153, over 2040864.32 frames. utt_duration=1300 frames, utt_pad_proportion=0.04755, over 6285.03 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3414, pruned_loss=0.1078, over 2474624.26 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05822, over 18470.48 utterances.], batch size: 146, lr: 1.21e-03
2022-08-20 18:22:23,747 INFO [train.py:927] (3/8) Epoch 2, batch 3550, giga_loss[loss=0.3494, simple_loss=0.3992, pruned_loss=0.1498, over 12410.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04378, over 146.00 utterances.], tot_loss[loss=0.2915, simple_loss=0.3542, pruned_loss=0.1144, over 2473835.48 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06184, over 18080.88 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3716, pruned_loss=0.1148, over 2046957.81 frames. utt_duration=1303 frames, utt_pad_proportion=0.04687, over 6292.72 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3487, pruned_loss=0.1127, over 2474639.89 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06078, over 19058.61 utterances.], batch size: 146, lr: 1.21e-03
2022-08-20 18:24:07,039 INFO [train.py:927] (3/8) Epoch 2, batch 3600, giga_loss[loss=0.3427, simple_loss=0.395, pruned_loss=0.1451, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03334, over 43.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.361, pruned_loss=0.1206, over 2473876.04 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06645, over 18553.55 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3715, pruned_loss=0.115, over 2057481.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.05065, over 6391.24 utterances.], giga_tot_loss[loss=0.2973, simple_loss=0.3564, pruned_loss=0.1191, over 2474554.43 frames. utt_duration=509 frames, utt_pad_proportion=0.06445, over 19503.09 utterances.], batch size: 43, lr: 1.21e-03
2022-08-20 18:25:49,985 INFO [train.py:927] (3/8) Epoch 2, batch 3650, giga_loss[loss=0.3848, simple_loss=0.4139, pruned_loss=0.1778, over 12389.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04931, over 161.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.3659, pruned_loss=0.1251, over 2473473.70 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06447, over 18793.50 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3714, pruned_loss=0.1151, over 2063850.23 frames. utt_duration=1272 frames, utt_pad_proportion=0.05548, over 6495.48 utterances.], giga_tot_loss[loss=0.3051, simple_loss=0.3623, pruned_loss=0.124, over 2473873.48 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06177, over 19618.18 utterances.], batch size: 161, lr: 1.21e-03
2022-08-20 18:27:33,662 INFO [train.py:927] (3/8) Epoch 2, batch 3700, giga_loss[loss=0.4522, simple_loss=0.4563, pruned_loss=0.224, over 12401.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.3191, simple_loss=0.3726, pruned_loss=0.1328, over 2474288.92 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07311, over 20338.01 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3712, pruned_loss=0.1155, over 2069941.05 frames. utt_duration=1259 frames, utt_pad_proportion=0.0598, over 6582.20 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3698, pruned_loss=0.1318, over 2474626.80 frames. utt_duration=471 frames, utt_pad_proportion=0.06975, over 21081.76 utterances.], batch size: 259, lr: 1.21e-03
2022-08-20 18:29:20,234 INFO [train.py:927] (3/8) Epoch 2, batch 3750, giga_loss[loss=0.2772, simple_loss=0.3398, pruned_loss=0.1073, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04634, over 34.00 utterances.], tot_loss[loss=0.3238, simple_loss=0.3769, pruned_loss=0.1354, over 2474057.21 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07423, over 20008.23 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3717, pruned_loss=0.1151, over 2083496.41 frames. utt_duration=1251 frames, utt_pad_proportion=0.06325, over 6668.82 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3744, pruned_loss=0.1355, over 2474675.88 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07051, over 20954.20 utterances.], batch size: 34, lr: 1.21e-03
2022-08-20 18:31:11,410 INFO [train.py:927] (3/8) Epoch 2, batch 3800, giga_loss[loss=0.3586, simple_loss=0.3966, pruned_loss=0.1604, over 12419.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05556, over 162.00 utterances.], tot_loss[loss=0.3279, simple_loss=0.3782, pruned_loss=0.1388, over 2474827.26 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07835, over 21484.21 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3709, pruned_loss=0.1146, over 2091176.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.06213, over 6668.43 utterances.], giga_tot_loss[loss=0.3282, simple_loss=0.377, pruned_loss=0.1397, over 2475391.90 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07587, over 22520.32 utterances.], batch size: 162, lr: 1.21e-03
2022-08-20 18:32:51,769 INFO [train.py:927] (3/8) Epoch 2, batch 3850, giga_loss[loss=0.3031, simple_loss=0.3656, pruned_loss=0.1203, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02917, over 48.00 utterances.], tot_loss[loss=0.3296, simple_loss=0.3794, pruned_loss=0.1399, over 2474987.28 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07929, over 21852.90 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3707, pruned_loss=0.1149, over 2102546.70 frames. utt_duration=1236 frames, utt_pad_proportion=0.06738, over 6812.30 utterances.], giga_tot_loss[loss=0.3306, simple_loss=0.3789, pruned_loss=0.1411, over 2475427.23 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07617, over 22959.51 utterances.], batch size: 48, lr: 1.20e-03
2022-08-20 18:34:33,853 INFO [train.py:927] (3/8) Epoch 2, batch 3900, giga_loss[loss=0.3044, simple_loss=0.363, pruned_loss=0.1229, over 12392.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02935, over 97.00 utterances.], tot_loss[loss=0.3301, simple_loss=0.3803, pruned_loss=0.14, over 2475134.46 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07656, over 22067.81 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3706, pruned_loss=0.1148, over 2109860.04 frames. utt_duration=1225 frames, utt_pad_proportion=0.06811, over 6898.42 utterances.], giga_tot_loss[loss=0.3315, simple_loss=0.3801, pruned_loss=0.1415, over 2475552.35 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0741, over 23131.62 utterances.], batch size: 97, lr: 1.20e-03
2022-08-20 18:36:19,276 INFO [train.py:927] (3/8) Epoch 2, batch 3950, giga_loss[loss=0.3247, simple_loss=0.3765, pruned_loss=0.1365, over 12409.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06279, over 183.00 utterances.], tot_loss[loss=0.328, simple_loss=0.3791, pruned_loss=0.1384, over 2475369.60 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0788, over 22610.62 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3701, pruned_loss=0.115, over 2117157.53 frames. utt_duration=1229 frames, utt_pad_proportion=0.06693, over 6896.51 utterances.], giga_tot_loss[loss=0.3297, simple_loss=0.3795, pruned_loss=0.1399, over 2475654.67 frames. utt_duration=418.5 frames, utt_pad_proportion=0.07717, over 23743.86 utterances.], batch size: 183, lr: 1.20e-03
2022-08-20 18:38:02,526 INFO [train.py:927] (3/8) Epoch 2, batch 4000, libri_loss[loss=0.3538, simple_loss=0.4267, pruned_loss=0.1404, over 12284.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006242, over 37.00 utterances.], tot_loss[loss=0.3235, simple_loss=0.3764, pruned_loss=0.1353, over 2475561.32 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07663, over 22474.65 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.37, pruned_loss=0.1146, over 2129323.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06503, over 6899.12 utterances.], giga_tot_loss[loss=0.326, simple_loss=0.377, pruned_loss=0.1375, over 2475978.52 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07602, over 23880.14 utterances.], batch size: 37, lr: 1.20e-03
2022-08-20 18:39:45,510 INFO [train.py:927] (3/8) Epoch 2, batch 4050, libri_loss[loss=0.3062, simple_loss=0.374, pruned_loss=0.1192, over 12382.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01347, over 41.00 utterances.], tot_loss[loss=0.321, simple_loss=0.3747, pruned_loss=0.1337, over 2475950.76 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07841, over 22931.17 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3701, pruned_loss=0.1144, over 2137945.13 frames. utt_duration=1241 frames, utt_pad_proportion=0.06361, over 6900.70 utterances.], giga_tot_loss[loss=0.3236, simple_loss=0.3751, pruned_loss=0.136, over 2476242.86 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07832, over 24418.89 utterances.], batch size: 41, lr: 1.20e-03
2022-08-20 18:41:30,720 INFO [train.py:927] (3/8) Epoch 2, batch 4100, giga_loss[loss=0.2858, simple_loss=0.3487, pruned_loss=0.1114, over 12251.00 frames. utt_duration=962.5 frames, utt_pad_proportion=0.04043, over 51.00 utterances.], tot_loss[loss=0.3176, simple_loss=0.3723, pruned_loss=0.1315, over 2475560.95 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07299, over 21615.43 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3686, pruned_loss=0.1139, over 2154143.49 frames. utt_duration=1249 frames, utt_pad_proportion=0.06131, over 6904.62 utterances.], giga_tot_loss[loss=0.3217, simple_loss=0.3741, pruned_loss=0.1347, over 2476098.94 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07405, over 23538.78 utterances.], batch size: 51, lr: 1.20e-03
2022-08-20 18:43:18,839 INFO [train.py:927] (3/8) Epoch 2, batch 4150, libri_loss[loss=0.2659, simple_loss=0.3265, pruned_loss=0.1026, over 12184.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007871, over 30.00 utterances.], tot_loss[loss=0.3144, simple_loss=0.3712, pruned_loss=0.1288, over 2475307.11 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07605, over 21913.89 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3682, pruned_loss=0.1137, over 2160360.05 frames. utt_duration=1253 frames, utt_pad_proportion=0.06034, over 6904.53 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3731, pruned_loss=0.1317, over 2475905.69 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07703, over 23725.58 utterances.], batch size: 30, lr: 1.20e-03
2022-08-20 18:45:01,612 INFO [train.py:927] (3/8) Epoch 2, batch 4200, giga_loss[loss=0.276, simple_loss=0.35, pruned_loss=0.101, over 12318.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03245, over 70.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3702, pruned_loss=0.1271, over 2474802.98 frames. utt_duration=469 frames, utt_pad_proportion=0.0754, over 21172.84 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3671, pruned_loss=0.1134, over 2169347.03 frames. utt_duration=1259 frames, utt_pad_proportion=0.05888, over 6900.45 utterances.], giga_tot_loss[loss=0.3165, simple_loss=0.3726, pruned_loss=0.1302, over 2475639.23 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07682, over 23043.80 utterances.], batch size: 70, lr: 1.20e-03
2022-08-20 18:46:45,071 INFO [train.py:927] (3/8) Epoch 2, batch 4250, libri_loss[loss=0.38, simple_loss=0.5065, pruned_loss=0.1268, over 12307.00 frames. utt_duration=770.8 frames, utt_pad_proportion=0.1251, over 64.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3704, pruned_loss=0.1271, over 2474548.36 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07743, over 21344.06 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3683, pruned_loss=0.1134, over 2173992.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.05906, over 6946.80 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3713, pruned_loss=0.1297, over 2475141.17 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07843, over 22974.33 utterances.], batch size: 64, lr: 1.20e-03
2022-08-20 18:48:27,532 INFO [train.py:927] (3/8) Epoch 2, batch 4300, giga_loss[loss=0.2893, simple_loss=0.3726, pruned_loss=0.103, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02843, over 54.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3698, pruned_loss=0.1274, over 2475025.76 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07639, over 21031.84 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3687, pruned_loss=0.1134, over 2175525.79 frames. utt_duration=1254 frames, utt_pad_proportion=0.0588, over 6946.07 utterances.], giga_tot_loss[loss=0.3147, simple_loss=0.3703, pruned_loss=0.1295, over 2475465.80 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07734, over 22363.96 utterances.], batch size: 54, lr: 1.20e-03
2022-08-20 18:50:15,106 INFO [train.py:927] (3/8) Epoch 2, batch 4350, giga_loss[loss=0.2603, simple_loss=0.3304, pruned_loss=0.09507, over 12324.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03607, over 51.00 utterances.], tot_loss[loss=0.3151, simple_loss=0.3758, pruned_loss=0.1272, over 2474363.41 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07226, over 20361.20 utterances.], libri_tot_loss[loss=0.304, simple_loss=0.3773, pruned_loss=0.1154, over 2179904.68 frames. utt_duration=1259 frames, utt_pad_proportion=0.05811, over 6933.96 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.3695, pruned_loss=0.1274, over 2474773.46 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07352, over 21604.36 utterances.], batch size: 51, lr: 1.19e-03
2022-08-20 18:52:00,840 INFO [train.py:927] (3/8) Epoch 2, batch 4400, giga_loss[loss=0.3468, simple_loss=0.3873, pruned_loss=0.1532, over 12425.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.3128, simple_loss=0.3731, pruned_loss=0.1262, over 2474412.56 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07148, over 20040.00 utterances.], libri_tot_loss[loss=0.3043, simple_loss=0.3775, pruned_loss=0.1156, over 2187179.27 frames. utt_duration=1260 frames, utt_pad_proportion=0.05735, over 6949.33 utterances.], giga_tot_loss[loss=0.3104, simple_loss=0.368, pruned_loss=0.1264, over 2474764.53 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07286, over 21314.89 utterances.], batch size: 183, lr: 1.19e-03
2022-08-20 18:53:44,448 INFO [train.py:927] (3/8) Epoch 2, batch 4450, giga_loss[loss=0.279, simple_loss=0.3409, pruned_loss=0.1085, over 12419.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.313, simple_loss=0.372, pruned_loss=0.127, over 2474666.42 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06928, over 20375.28 utterances.], libri_tot_loss[loss=0.304, simple_loss=0.3773, pruned_loss=0.1154, over 2195507.72 frames. utt_duration=1262 frames, utt_pad_proportion=0.05592, over 6966.60 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.368, pruned_loss=0.1277, over 2475127.73 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07107, over 21752.96 utterances.], batch size: 105, lr: 1.19e-03
2022-08-20 18:55:27,335 INFO [train.py:927] (3/8) Epoch 2, batch 4500, giga_loss[loss=0.3351, simple_loss=0.3621, pruned_loss=0.1541, over 12348.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1981, over 366.00 utterances.], tot_loss[loss=0.312, simple_loss=0.3697, pruned_loss=0.1272, over 2474152.14 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07423, over 20850.88 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.3766, pruned_loss=0.1151, over 2199674.99 frames. utt_duration=1263 frames, utt_pad_proportion=0.05529, over 6973.15 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3669, pruned_loss=0.128, over 2474510.85 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07557, over 22104.14 utterances.], batch size: 366, lr: 1.19e-03
2022-08-20 18:57:10,599 INFO [train.py:927] (3/8) Epoch 2, batch 4550, giga_loss[loss=0.3145, simple_loss=0.3636, pruned_loss=0.1327, over 12332.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03183, over 85.00 utterances.], tot_loss[loss=0.3078, simple_loss=0.3655, pruned_loss=0.125, over 2474594.70 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06892, over 20047.18 utterances.], libri_tot_loss[loss=0.303, simple_loss=0.3761, pruned_loss=0.1149, over 2202095.58 frames. utt_duration=1265 frames, utt_pad_proportion=0.0548, over 6972.43 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.3636, pruned_loss=0.126, over 2475151.82 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07047, over 21152.17 utterances.], batch size: 85, lr: 1.19e-03
2022-08-20 18:58:51,020 INFO [train.py:927] (3/8) Epoch 2, batch 4600, giga_loss[loss=0.2809, simple_loss=0.3564, pruned_loss=0.1027, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02952, over 91.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.365, pruned_loss=0.1239, over 2474321.52 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06447, over 19492.24 utterances.], libri_tot_loss[loss=0.3026, simple_loss=0.3755, pruned_loss=0.1149, over 2208788.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.05397, over 6985.81 utterances.], giga_tot_loss[loss=0.3068, simple_loss=0.3638, pruned_loss=0.1249, over 2474796.63 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06632, over 20657.26 utterances.], batch size: 91, lr: 1.19e-03
2022-08-20 19:00:34,027 INFO [train.py:927] (3/8) Epoch 2, batch 4650, giga_loss[loss=0.2809, simple_loss=0.352, pruned_loss=0.1049, over 12326.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03562, over 62.00 utterances.], tot_loss[loss=0.3039, simple_loss=0.3635, pruned_loss=0.1222, over 2474675.34 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06207, over 18641.61 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3736, pruned_loss=0.114, over 2221573.90 frames. utt_duration=1271 frames, utt_pad_proportion=0.05187, over 6998.05 utterances.], giga_tot_loss[loss=0.3059, simple_loss=0.3636, pruned_loss=0.1241, over 2475255.74 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06458, over 20129.01 utterances.], batch size: 62, lr: 1.19e-03
2022-08-20 19:02:21,325 INFO [train.py:927] (3/8) Epoch 2, batch 4700, giga_loss[loss=0.2988, simple_loss=0.3579, pruned_loss=0.1199, over 12439.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.03176, over 55.00 utterances.], tot_loss[loss=0.3091, simple_loss=0.3681, pruned_loss=0.1251, over 2473935.77 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06702, over 19317.53 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.376, pruned_loss=0.1142, over 2227228.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.05085, over 6982.33 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.3659, pruned_loss=0.1266, over 2474947.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06904, over 20783.80 utterances.], batch size: 55, lr: 1.19e-03
2022-08-20 19:04:04,822 INFO [train.py:927] (3/8) Epoch 2, batch 4750, giga_loss[loss=0.2971, simple_loss=0.354, pruned_loss=0.1201, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02793, over 48.00 utterances.], tot_loss[loss=0.3102, simple_loss=0.3677, pruned_loss=0.1263, over 2474304.82 frames. utt_duration=511 frames, utt_pad_proportion=0.06904, over 19422.26 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3749, pruned_loss=0.1136, over 2235696.88 frames. utt_duration=1281 frames, utt_pad_proportion=0.0496, over 6987.07 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3666, pruned_loss=0.1284, over 2475159.10 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07108, over 20975.97 utterances.], batch size: 48, lr: 1.19e-03
2022-08-20 19:05:48,989 INFO [train.py:927] (3/8) Epoch 2, batch 4800, giga_loss[loss=0.3158, simple_loss=0.3659, pruned_loss=0.1328, over 12387.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0595, over 182.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3673, pruned_loss=0.127, over 2474731.84 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06957, over 19665.82 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3739, pruned_loss=0.113, over 2242432.30 frames. utt_duration=1285 frames, utt_pad_proportion=0.0484, over 6987.52 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.367, pruned_loss=0.1295, over 2475687.84 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07164, over 21229.49 utterances.], batch size: 182, lr: 1.19e-03
2022-08-20 19:07:29,116 INFO [train.py:927] (3/8) Epoch 2, batch 4850, giga_loss[loss=0.288, simple_loss=0.355, pruned_loss=0.1105, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.3067, simple_loss=0.3643, pruned_loss=0.1246, over 2473792.75 frames. utt_duration=508.9 frames, utt_pad_proportion=0.0693, over 19498.27 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3719, pruned_loss=0.1121, over 2251158.35 frames. utt_duration=1291 frames, utt_pad_proportion=0.04686, over 6982.01 utterances.], giga_tot_loss[loss=0.3105, simple_loss=0.3654, pruned_loss=0.1278, over 2474948.54 frames. utt_duration=467.6 frames, utt_pad_proportion=0.0717, over 21235.83 utterances.], batch size: 146, lr: 1.19e-03
2022-08-20 19:09:13,162 INFO [train.py:927] (3/8) Epoch 2, batch 4900, giga_loss[loss=0.2974, simple_loss=0.3555, pruned_loss=0.1197, over 12454.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.3009, simple_loss=0.3598, pruned_loss=0.121, over 2473830.07 frames. utt_duration=517.3 frames, utt_pad_proportion=0.0684, over 19181.47 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3707, pruned_loss=0.1118, over 2257651.76 frames. utt_duration=1296 frames, utt_pad_proportion=0.04586, over 6974.53 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3615, pruned_loss=0.1242, over 2474853.97 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0709, over 20920.07 utterances.], batch size: 75, lr: 1.18e-03
2022-08-20 19:11:01,365 INFO [train.py:927] (3/8) Epoch 2, batch 4950, giga_loss[loss=0.341, simple_loss=0.3976, pruned_loss=0.1422, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04607, over 146.00 utterances.], tot_loss[loss=0.3006, simple_loss=0.3589, pruned_loss=0.1212, over 2474004.24 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06304, over 18716.60 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3703, pruned_loss=0.1116, over 2261810.11 frames. utt_duration=1294 frames, utt_pad_proportion=0.04569, over 6997.85 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3603, pruned_loss=0.1239, over 2474923.26 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06568, over 20281.92 utterances.], batch size: 146, lr: 1.18e-03
2022-08-20 19:12:46,544 INFO [train.py:927] (3/8) Epoch 2, batch 5000, giga_loss[loss=0.399, simple_loss=0.4229, pruned_loss=0.1875, over 12386.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.3072, simple_loss=0.3662, pruned_loss=0.124, over 2474673.64 frames. utt_duration=511 frames, utt_pad_proportion=0.07037, over 19426.55 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3743, pruned_loss=0.1124, over 2265851.12 frames. utt_duration=1292 frames, utt_pad_proportion=0.04545, over 7023.69 utterances.], giga_tot_loss[loss=0.3077, simple_loss=0.3638, pruned_loss=0.1258, over 2475582.81 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07221, over 20876.84 utterances.], batch size: 258, lr: 1.18e-03
2022-08-20 19:14:34,054 INFO [train.py:927] (3/8) Epoch 2, batch 5050, giga_loss[loss=0.2901, simple_loss=0.3577, pruned_loss=0.1113, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3708, pruned_loss=0.1255, over 2475248.70 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07199, over 20249.89 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3749, pruned_loss=0.1125, over 2267879.02 frames. utt_duration=1294 frames, utt_pad_proportion=0.04508, over 7019.47 utterances.], giga_tot_loss[loss=0.311, simple_loss=0.3683, pruned_loss=0.1269, over 2476028.09 frames. utt_duration=462 frames, utt_pad_proportion=0.07348, over 21504.70 utterances.], batch size: 91, lr: 1.18e-03
2022-08-20 19:16:18,160 INFO [train.py:927] (3/8) Epoch 2, batch 5100, giga_loss[loss=0.2869, simple_loss=0.3529, pruned_loss=0.1104, over 12345.00 frames. utt_duration=668.8 frames, utt_pad_proportion=0.02648, over 74.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3709, pruned_loss=0.1269, over 2475536.02 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07086, over 20443.05 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3745, pruned_loss=0.1124, over 2270814.13 frames. utt_duration=1297 frames, utt_pad_proportion=0.04454, over 7012.22 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3692, pruned_loss=0.1282, over 2476290.64 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07235, over 21608.46 utterances.], batch size: 74, lr: 1.18e-03
2022-08-20 19:18:04,974 INFO [train.py:927] (3/8) Epoch 2, batch 5150, giga_loss[loss=0.2985, simple_loss=0.3521, pruned_loss=0.1224, over 12336.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 97.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3691, pruned_loss=0.1271, over 2474779.94 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06804, over 19870.91 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3741, pruned_loss=0.1126, over 2275640.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.04852, over 7090.25 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.368, pruned_loss=0.1283, over 2475595.30 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06859, over 21025.98 utterances.], batch size: 97, lr: 1.18e-03
2022-08-20 19:19:50,628 INFO [train.py:927] (3/8) Epoch 2, batch 5200, libri_loss[loss=0.3023, simple_loss=0.401, pruned_loss=0.1018, over 12415.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02267, over 43.00 utterances.], tot_loss[loss=0.315, simple_loss=0.3714, pruned_loss=0.1293, over 2475086.60 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07107, over 20154.27 utterances.], libri_tot_loss[loss=0.303, simple_loss=0.3773, pruned_loss=0.1143, over 2282288.53 frames. utt_duration=1282 frames, utt_pad_proportion=0.04795, over 7131.35 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3676, pruned_loss=0.1294, over 2475960.25 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07186, over 21480.55 utterances.], batch size: 43, lr: 1.18e-03
2022-08-20 19:21:37,097 INFO [train.py:927] (3/8) Epoch 2, batch 5250, giga_loss[loss=0.2866, simple_loss=0.3542, pruned_loss=0.1095, over 12332.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02981, over 66.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3695, pruned_loss=0.1283, over 2474855.02 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07283, over 19824.64 utterances.], libri_tot_loss[loss=0.3026, simple_loss=0.3771, pruned_loss=0.1141, over 2285898.35 frames. utt_duration=1286 frames, utt_pad_proportion=0.04723, over 7115.83 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.3666, pruned_loss=0.1288, over 2475733.69 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07375, over 21126.22 utterances.], batch size: 66, lr: 1.18e-03
2022-08-20 19:23:23,934 INFO [train.py:927] (3/8) Epoch 2, batch 5300, giga_loss[loss=0.2604, simple_loss=0.3315, pruned_loss=0.09464, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03888, over 37.00 utterances.], tot_loss[loss=0.3101, simple_loss=0.3665, pruned_loss=0.1268, over 2475152.72 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07233, over 19923.60 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3763, pruned_loss=0.1137, over 2289528.81 frames. utt_duration=1284 frames, utt_pad_proportion=0.04714, over 7138.49 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3647, pruned_loss=0.1278, over 2475943.53 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07329, over 21167.16 utterances.], batch size: 37, lr: 1.18e-03
2022-08-20 19:25:07,687 INFO [train.py:927] (3/8) Epoch 2, batch 5350, giga_loss[loss=0.2901, simple_loss=0.3605, pruned_loss=0.1098, over 12418.00 frames. utt_duration=857.6 frames, utt_pad_proportion=0.02772, over 58.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3658, pruned_loss=0.1258, over 2475322.44 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06676, over 19441.58 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3757, pruned_loss=0.1138, over 2295352.62 frames. utt_duration=1286 frames, utt_pad_proportion=0.04604, over 7147.28 utterances.], giga_tot_loss[loss=0.3091, simple_loss=0.3646, pruned_loss=0.1268, over 2475655.89 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06842, over 20769.22 utterances.], batch size: 58, lr: 1.18e-03
2022-08-20 19:27:02,220 INFO [train.py:927] (3/8) Epoch 2, batch 5400, libri_loss[loss=0.2694, simple_loss=0.3448, pruned_loss=0.09696, over 12242.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004205, over 31.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.3655, pruned_loss=0.1261, over 2474200.81 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07224, over 19836.14 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3752, pruned_loss=0.1135, over 2297790.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.04565, over 7148.98 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3648, pruned_loss=0.1274, over 2474682.68 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07346, over 21046.14 utterances.], batch size: 31, lr: 1.18e-03
2022-08-20 19:28:49,508 INFO [train.py:927] (3/8) Epoch 2, batch 5450, giga_loss[loss=0.274, simple_loss=0.3434, pruned_loss=0.1023, over 12292.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02562, over 54.00 utterances.], tot_loss[loss=0.3085, simple_loss=0.3664, pruned_loss=0.1253, over 2474040.13 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07841, over 20347.42 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3745, pruned_loss=0.1134, over 2302953.74 frames. utt_duration=1288 frames, utt_pad_proportion=0.04487, over 7158.59 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3661, pruned_loss=0.1268, over 2474481.95 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07957, over 21649.90 utterances.], batch size: 54, lr: 1.17e-03
2022-08-20 19:30:33,524 INFO [train.py:927] (3/8) Epoch 2, batch 5500, giga_loss[loss=0.3625, simple_loss=0.3953, pruned_loss=0.1648, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03952, over 133.00 utterances.], tot_loss[loss=0.3145, simple_loss=0.3716, pruned_loss=0.1287, over 2473662.61 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07954, over 21033.78 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3749, pruned_loss=0.1137, over 2307574.62 frames. utt_duration=1293 frames, utt_pad_proportion=0.04389, over 7147.87 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3708, pruned_loss=0.1299, over 2474436.24 frames. utt_duration=442.5 frames, utt_pad_proportion=0.0809, over 22440.40 utterances.], batch size: 133, lr: 1.17e-03
2022-08-20 19:32:16,135 INFO [train.py:927] (3/8) Epoch 2, batch 5550, giga_loss[loss=0.2809, simple_loss=0.3493, pruned_loss=0.1063, over 12335.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02993, over 66.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.3713, pruned_loss=0.1281, over 2473599.15 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07526, over 20051.51 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3736, pruned_loss=0.113, over 2313823.40 frames. utt_duration=1299 frames, utt_pad_proportion=0.04263, over 7135.29 utterances.], giga_tot_loss[loss=0.3161, simple_loss=0.3717, pruned_loss=0.1302, over 2474479.58 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07744, over 21691.75 utterances.], batch size: 66, lr: 1.17e-03
2022-08-20 19:33:59,128 INFO [train.py:927] (3/8) Epoch 2, batch 5600, giga_loss[loss=0.3033, simple_loss=0.3673, pruned_loss=0.1197, over 12403.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3728, pruned_loss=0.1307, over 2473678.72 frames. utt_duration=468.4 frames, utt_pad_proportion=0.08507, over 21192.13 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.373, pruned_loss=0.113, over 2319139.90 frames. utt_duration=1277 frames, utt_pad_proportion=0.05034, over 7275.11 utterances.], giga_tot_loss[loss=0.3196, simple_loss=0.3736, pruned_loss=0.1328, over 2474561.09 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08462, over 22815.18 utterances.], batch size: 113, lr: 1.17e-03
2022-08-20 19:35:42,035 INFO [train.py:927] (3/8) Epoch 2, batch 5650, giga_loss[loss=0.3118, simple_loss=0.3791, pruned_loss=0.1222, over 12348.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.0325, over 85.00 utterances.], tot_loss[loss=0.3172, simple_loss=0.3736, pruned_loss=0.1304, over 2474000.06 frames. utt_duration=443 frames, utt_pad_proportion=0.08952, over 22412.55 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3728, pruned_loss=0.113, over 2322989.93 frames. utt_duration=1253 frames, utt_pad_proportion=0.05801, over 7426.53 utterances.], giga_tot_loss[loss=0.3198, simple_loss=0.3744, pruned_loss=0.1326, over 2474680.82 frames. utt_duration=415.5 frames, utt_pad_proportion=0.0873, over 23908.04 utterances.], batch size: 85, lr: 1.17e-03
2022-08-20 19:37:27,597 INFO [train.py:927] (3/8) Epoch 2, batch 5700, giga_loss[loss=0.28, simple_loss=0.3472, pruned_loss=0.1064, over 12413.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03315, over 40.00 utterances.], tot_loss[loss=0.3165, simple_loss=0.3735, pruned_loss=0.1297, over 2474494.57 frames. utt_duration=443.8 frames, utt_pad_proportion=0.0871, over 22374.56 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3725, pruned_loss=0.1125, over 2326714.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.05711, over 7440.65 utterances.], giga_tot_loss[loss=0.3196, simple_loss=0.3745, pruned_loss=0.1323, over 2475053.21 frames. utt_duration=415.7 frames, utt_pad_proportion=0.08598, over 23900.18 utterances.], batch size: 40, lr: 1.17e-03
2022-08-20 19:39:14,475 INFO [train.py:927] (3/8) Epoch 2, batch 5750, giga_loss[loss=0.2835, simple_loss=0.3405, pruned_loss=0.1132, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03518, over 33.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3721, pruned_loss=0.1294, over 2474755.64 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08891, over 22796.52 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3727, pruned_loss=0.1127, over 2329637.51 frames. utt_duration=1235 frames, utt_pad_proportion=0.06148, over 7556.08 utterances.], giga_tot_loss[loss=0.3179, simple_loss=0.3727, pruned_loss=0.1316, over 2475217.18 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08694, over 24180.22 utterances.], batch size: 33, lr: 1.17e-03
2022-08-20 19:41:01,096 INFO [train.py:927] (3/8) Epoch 2, batch 5800, giga_loss[loss=0.4294, simple_loss=0.4344, pruned_loss=0.2122, over 12406.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3678, pruned_loss=0.1268, over 2474996.10 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08592, over 21836.00 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3721, pruned_loss=0.1123, over 2332901.32 frames. utt_duration=1237 frames, utt_pad_proportion=0.06138, over 7553.08 utterances.], giga_tot_loss[loss=0.3135, simple_loss=0.3687, pruned_loss=0.1292, over 2475652.46 frames. utt_duration=427 frames, utt_pad_proportion=0.08467, over 23267.71 utterances.], batch size: 259, lr: 1.17e-03
2022-08-20 19:42:44,243 INFO [train.py:927] (3/8) Epoch 2, batch 5850, libri_loss[loss=0.2592, simple_loss=0.3414, pruned_loss=0.08851, over 12348.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005751, over 33.00 utterances.], tot_loss[loss=0.3098, simple_loss=0.3662, pruned_loss=0.1268, over 2474599.21 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08743, over 21994.91 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3714, pruned_loss=0.112, over 2337274.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.05972, over 7520.13 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3674, pruned_loss=0.1295, over 2475592.93 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08708, over 23640.40 utterances.], batch size: 33, lr: 1.17e-03
2022-08-20 19:44:24,006 INFO [train.py:927] (3/8) Epoch 2, batch 5900, giga_loss[loss=0.2867, simple_loss=0.3566, pruned_loss=0.1083, over 12380.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.3068, simple_loss=0.3642, pruned_loss=0.1248, over 2474374.22 frames. utt_duration=443.9 frames, utt_pad_proportion=0.08589, over 22370.09 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3714, pruned_loss=0.1118, over 2338670.93 frames. utt_duration=1245 frames, utt_pad_proportion=0.0592, over 7519.92 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.365, pruned_loss=0.1271, over 2475135.73 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08591, over 23780.16 utterances.], batch size: 133, lr: 1.17e-03
2022-08-20 19:46:08,070 INFO [train.py:927] (3/8) Epoch 2, batch 5950, giga_loss[loss=0.3113, simple_loss=0.363, pruned_loss=0.1298, over 12400.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04367, over 146.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3623, pruned_loss=0.1226, over 2474849.13 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08549, over 23006.88 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3715, pruned_loss=0.1119, over 2342176.29 frames. utt_duration=1246 frames, utt_pad_proportion=0.05888, over 7530.15 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3627, pruned_loss=0.1246, over 2475330.38 frames. utt_duration=405.9 frames, utt_pad_proportion=0.08584, over 24485.42 utterances.], batch size: 146, lr: 1.17e-03
2022-08-20 19:47:57,695 INFO [train.py:927] (3/8) Epoch 2, batch 6000, giga_loss[loss=0.2888, simple_loss=0.3569, pruned_loss=0.1103, over 12374.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3609, pruned_loss=0.1215, over 2474595.11 frames. utt_duration=436 frames, utt_pad_proportion=0.08802, over 22780.95 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3739, pruned_loss=0.1124, over 2344660.88 frames. utt_duration=1244 frames, utt_pad_proportion=0.05886, over 7547.66 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.359, pruned_loss=0.1229, over 2475108.90 frames. utt_duration=410.2 frames, utt_pad_proportion=0.08835, over 24219.48 utterances.], batch size: 58, lr: 1.16e-03
2022-08-20 19:47:57,696 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 19:48:11,750 INFO [train.py:967] (3/8) 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 19:49:55,964 INFO [train.py:927] (3/8) Epoch 2, batch 6050, giga_loss[loss=0.3096, simple_loss=0.3678, pruned_loss=0.1256, over 12352.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03211, over 85.00 utterances.], tot_loss[loss=0.3005, simple_loss=0.3603, pruned_loss=0.1204, over 2474577.21 frames. utt_duration=445.3 frames, utt_pad_proportion=0.08653, over 22299.18 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3739, pruned_loss=0.1124, over 2345111.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.05863, over 7542.92 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3587, pruned_loss=0.1215, over 2475170.30 frames. utt_duration=422.8 frames, utt_pad_proportion=0.08699, over 23500.73 utterances.], batch size: 85, lr: 1.16e-03
2022-08-20 19:51:41,266 INFO [train.py:927] (3/8) Epoch 2, batch 6100, libri_loss[loss=0.2519, simple_loss=0.3145, pruned_loss=0.09462, over 12191.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008613, over 30.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3585, pruned_loss=0.1191, over 2474469.78 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08101, over 22032.68 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3723, pruned_loss=0.1117, over 2348329.74 frames. utt_duration=1252 frames, utt_pad_proportion=0.05732, over 7511.01 utterances.], giga_tot_loss[loss=0.3, simple_loss=0.3583, pruned_loss=0.1208, over 2475492.37 frames. utt_duration=424.6 frames, utt_pad_proportion=0.08221, over 23401.83 utterances.], batch size: 30, lr: 1.16e-03
2022-08-20 19:53:24,970 INFO [train.py:927] (3/8) Epoch 2, batch 6150, giga_loss[loss=0.2896, simple_loss=0.351, pruned_loss=0.1141, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03179, over 75.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3588, pruned_loss=0.1202, over 2474329.22 frames. utt_duration=450 frames, utt_pad_proportion=0.08157, over 22065.90 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3712, pruned_loss=0.1116, over 2353316.67 frames. utt_duration=1251 frames, utt_pad_proportion=0.05683, over 7534.51 utterances.], giga_tot_loss[loss=0.3014, simple_loss=0.359, pruned_loss=0.1219, over 2475106.32 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08294, over 23671.58 utterances.], batch size: 75, lr: 1.16e-03
2022-08-20 19:55:10,635 INFO [train.py:927] (3/8) Epoch 2, batch 6200, giga_loss[loss=0.2833, simple_loss=0.342, pruned_loss=0.1123, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03209, over 39.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3604, pruned_loss=0.1216, over 2473632.84 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07934, over 21701.86 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3698, pruned_loss=0.1114, over 2358846.68 frames. utt_duration=1254 frames, utt_pad_proportion=0.05501, over 7531.60 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3614, pruned_loss=0.1236, over 2474589.53 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08151, over 23687.84 utterances.], batch size: 39, lr: 1.16e-03
2022-08-20 19:56:57,270 INFO [train.py:927] (3/8) Epoch 2, batch 6250, giga_loss[loss=0.2712, simple_loss=0.3386, pruned_loss=0.1019, over 12380.00 frames. utt_duration=709 frames, utt_pad_proportion=0.0274, over 70.00 utterances.], tot_loss[loss=0.3072, simple_loss=0.3643, pruned_loss=0.1251, over 2474225.11 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07837, over 21806.94 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3697, pruned_loss=0.1113, over 2360520.43 frames. utt_duration=1250 frames, utt_pad_proportion=0.05564, over 7563.59 utterances.], giga_tot_loss[loss=0.3094, simple_loss=0.365, pruned_loss=0.1269, over 2475007.58 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08013, over 23536.77 utterances.], batch size: 70, lr: 1.16e-03
2022-08-20 19:58:46,375 INFO [train.py:927] (3/8) Epoch 2, batch 6300, giga_loss[loss=0.347, simple_loss=0.397, pruned_loss=0.1485, over 12424.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05191, over 162.00 utterances.], tot_loss[loss=0.3094, simple_loss=0.3677, pruned_loss=0.1255, over 2474192.13 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07584, over 21437.91 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3716, pruned_loss=0.1115, over 2362424.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.05529, over 7573.18 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3666, pruned_loss=0.127, over 2474618.89 frames. utt_duration=432 frames, utt_pad_proportion=0.07764, over 22987.79 utterances.], batch size: 162, lr: 1.16e-03
2022-08-20 20:00:34,038 INFO [train.py:927] (3/8) Epoch 2, batch 6350, giga_loss[loss=0.263, simple_loss=0.33, pruned_loss=0.09795, over 12365.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.029, over 70.00 utterances.], tot_loss[loss=0.3102, simple_loss=0.3671, pruned_loss=0.1266, over 2474044.68 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07908, over 21730.69 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3707, pruned_loss=0.1114, over 2365238.78 frames. utt_duration=1256 frames, utt_pad_proportion=0.05406, over 7541.40 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3669, pruned_loss=0.1283, over 2474875.77 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08084, over 23383.33 utterances.], batch size: 70, lr: 1.16e-03
2022-08-20 20:02:21,121 INFO [train.py:927] (3/8) Epoch 2, batch 6400, giga_loss[loss=0.2997, simple_loss=0.3543, pruned_loss=0.1225, over 12268.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02734, over 54.00 utterances.], tot_loss[loss=0.3082, simple_loss=0.3646, pruned_loss=0.1259, over 2473636.58 frames. utt_duration=458.4 frames, utt_pad_proportion=0.08175, over 21653.06 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3689, pruned_loss=0.1107, over 2368959.75 frames. utt_duration=1264 frames, utt_pad_proportion=0.05245, over 7508.44 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3658, pruned_loss=0.1283, over 2474819.45 frames. utt_duration=422.2 frames, utt_pad_proportion=0.08375, over 23528.91 utterances.], batch size: 54, lr: 1.16e-03
2022-08-20 20:04:07,575 INFO [train.py:927] (3/8) Epoch 2, batch 6450, giga_loss[loss=0.3265, simple_loss=0.3746, pruned_loss=0.1392, over 12395.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03702, over 113.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.363, pruned_loss=0.1254, over 2474845.05 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07843, over 21313.12 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3685, pruned_loss=0.1109, over 2371123.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05179, over 7502.45 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.3642, pruned_loss=0.1275, over 2475714.80 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08062, over 23067.40 utterances.], batch size: 113, lr: 1.16e-03
2022-08-20 20:05:52,123 INFO [train.py:927] (3/8) Epoch 2, batch 6500, giga_loss[loss=0.3791, simple_loss=0.3929, pruned_loss=0.1827, over 12369.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.3086, simple_loss=0.3649, pruned_loss=0.1262, over 2474964.80 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08514, over 22043.58 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3704, pruned_loss=0.111, over 2372790.36 frames. utt_duration=1268 frames, utt_pad_proportion=0.05116, over 7492.95 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3639, pruned_loss=0.1279, over 2475539.82 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08672, over 23630.99 utterances.], batch size: 368, lr: 1.16e-03
2022-08-20 20:07:35,246 INFO [train.py:927] (3/8) Epoch 2, batch 6550, giga_loss[loss=0.2865, simple_loss=0.3473, pruned_loss=0.1129, over 12253.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03164, over 45.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3666, pruned_loss=0.1266, over 2474970.87 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08138, over 21285.38 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3709, pruned_loss=0.1109, over 2374877.76 frames. utt_duration=1260 frames, utt_pad_proportion=0.0548, over 7545.72 utterances.], giga_tot_loss[loss=0.3111, simple_loss=0.3653, pruned_loss=0.1284, over 2475841.83 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08214, over 22834.73 utterances.], batch size: 45, lr: 1.16e-03
2022-08-20 20:09:20,596 INFO [train.py:927] (3/8) Epoch 2, batch 6600, giga_loss[loss=0.2919, simple_loss=0.3588, pruned_loss=0.1125, over 12317.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3665, pruned_loss=0.1279, over 2475477.64 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08315, over 21960.96 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3711, pruned_loss=0.1114, over 2375970.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.05938, over 7633.85 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3653, pruned_loss=0.1291, over 2476080.44 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08255, over 23227.51 utterances.], batch size: 45, lr: 1.15e-03
2022-08-20 20:11:08,915 INFO [train.py:927] (3/8) Epoch 2, batch 6650, giga_loss[loss=0.3181, simple_loss=0.3803, pruned_loss=0.1279, over 12335.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03476, over 62.00 utterances.], tot_loss[loss=0.31, simple_loss=0.3651, pruned_loss=0.1275, over 2475474.38 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08272, over 21622.64 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3705, pruned_loss=0.1116, over 2377695.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.05865, over 7627.34 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3646, pruned_loss=0.1284, over 2475743.26 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08256, over 22815.05 utterances.], batch size: 62, lr: 1.15e-03
2022-08-20 20:12:53,309 INFO [train.py:927] (3/8) Epoch 2, batch 6700, giga_loss[loss=0.3312, simple_loss=0.3875, pruned_loss=0.1375, over 12440.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03115, over 80.00 utterances.], tot_loss[loss=0.3102, simple_loss=0.3655, pruned_loss=0.1275, over 2475158.23 frames. utt_duration=462.7 frames, utt_pad_proportion=0.08214, over 21467.56 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3693, pruned_loss=0.1111, over 2381586.88 frames. utt_duration=1257 frames, utt_pad_proportion=0.05675, over 7587.03 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3659, pruned_loss=0.1294, over 2475785.97 frames. utt_duration=430.9 frames, utt_pad_proportion=0.08295, over 23061.10 utterances.], batch size: 80, lr: 1.15e-03
2022-08-20 20:14:34,922 INFO [train.py:927] (3/8) Epoch 2, batch 6750, giga_loss[loss=0.2533, simple_loss=0.327, pruned_loss=0.08976, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03157, over 51.00 utterances.], tot_loss[loss=0.3115, simple_loss=0.366, pruned_loss=0.1285, over 2474433.20 frames. utt_duration=465.6 frames, utt_pad_proportion=0.08303, over 21324.59 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3681, pruned_loss=0.1106, over 2383401.96 frames. utt_duration=1263 frames, utt_pad_proportion=0.05575, over 7558.53 utterances.], giga_tot_loss[loss=0.3146, simple_loss=0.3674, pruned_loss=0.1309, over 2475386.66 frames. utt_duration=433 frames, utt_pad_proportion=0.08414, over 22944.66 utterances.], batch size: 51, lr: 1.15e-03
2022-08-20 20:16:17,812 INFO [train.py:927] (3/8) Epoch 2, batch 6800, giga_loss[loss=0.315, simple_loss=0.342, pruned_loss=0.144, over 12338.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2134, over 373.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3668, pruned_loss=0.1272, over 2473488.76 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08673, over 21613.89 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3677, pruned_loss=0.1097, over 2385525.05 frames. utt_duration=1271 frames, utt_pad_proportion=0.05475, over 7515.35 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3683, pruned_loss=0.1304, over 2474784.71 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08788, over 23340.33 utterances.], batch size: 373, lr: 1.15e-03
2022-08-20 20:18:02,493 INFO [train.py:927] (3/8) Epoch 2, batch 6850, giga_loss[loss=0.3246, simple_loss=0.3749, pruned_loss=0.1372, over 12363.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04253, over 133.00 utterances.], tot_loss[loss=0.308, simple_loss=0.3649, pruned_loss=0.1256, over 2473363.81 frames. utt_duration=462.3 frames, utt_pad_proportion=0.0833, over 21471.17 utterances.], libri_tot_loss[loss=0.2929, simple_loss=0.367, pruned_loss=0.1094, over 2387318.74 frames. utt_duration=1274 frames, utt_pad_proportion=0.05401, over 7505.10 utterances.], giga_tot_loss[loss=0.3119, simple_loss=0.3666, pruned_loss=0.1286, over 2474352.19 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08482, over 23103.33 utterances.], batch size: 133, lr: 1.15e-03
2022-08-20 20:19:44,818 INFO [train.py:927] (3/8) Epoch 2, batch 6900, giga_loss[loss=0.3189, simple_loss=0.3774, pruned_loss=0.1302, over 12415.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03852, over 133.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3649, pruned_loss=0.1253, over 2473603.63 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07979, over 20575.50 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3664, pruned_loss=0.1093, over 2389106.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.05765, over 7569.16 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3668, pruned_loss=0.1281, over 2474314.97 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08027, over 22055.55 utterances.], batch size: 133, lr: 1.15e-03
2022-08-20 20:21:31,222 INFO [train.py:927] (3/8) Epoch 2, batch 6950, giga_loss[loss=0.2792, simple_loss=0.3457, pruned_loss=0.1064, over 12451.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.3074, simple_loss=0.3639, pruned_loss=0.1255, over 2473872.33 frames. utt_duration=490 frames, utt_pad_proportion=0.08147, over 20257.88 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3657, pruned_loss=0.1093, over 2392064.86 frames. utt_duration=1257 frames, utt_pad_proportion=0.06025, over 7623.46 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3659, pruned_loss=0.1283, over 2474787.05 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08133, over 21867.17 utterances.], batch size: 75, lr: 1.15e-03
2022-08-20 20:23:16,188 INFO [train.py:927] (3/8) Epoch 2, batch 7000, giga_loss[loss=0.2592, simple_loss=0.3318, pruned_loss=0.09334, over 12328.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04623, over 26.00 utterances.], tot_loss[loss=0.3067, simple_loss=0.3636, pruned_loss=0.1249, over 2473983.57 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07772, over 20079.85 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.3652, pruned_loss=0.109, over 2393095.64 frames. utt_duration=1260 frames, utt_pad_proportion=0.05957, over 7607.18 utterances.], giga_tot_loss[loss=0.3105, simple_loss=0.3656, pruned_loss=0.1276, over 2474856.53 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07813, over 21529.75 utterances.], batch size: 26, lr: 1.15e-03
2022-08-20 20:24:59,216 INFO [train.py:927] (3/8) Epoch 2, batch 7050, giga_loss[loss=0.2665, simple_loss=0.3426, pruned_loss=0.09525, over 12468.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03004, over 75.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3656, pruned_loss=0.1259, over 2474689.42 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07394, over 20427.11 utterances.], libri_tot_loss[loss=0.292, simple_loss=0.3659, pruned_loss=0.109, over 2393552.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.06029, over 7635.15 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3665, pruned_loss=0.1281, over 2475326.12 frames. utt_duration=460 frames, utt_pad_proportion=0.07427, over 21595.26 utterances.], batch size: 75, lr: 1.15e-03
2022-08-20 20:26:41,480 INFO [train.py:927] (3/8) Epoch 2, batch 7100, giga_loss[loss=0.3007, simple_loss=0.3592, pruned_loss=0.1211, over 12358.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.3093, simple_loss=0.3678, pruned_loss=0.1254, over 2473978.75 frames. utt_duration=497 frames, utt_pad_proportion=0.0743, over 19969.36 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3684, pruned_loss=0.1092, over 2395886.94 frames. utt_duration=1243 frames, utt_pad_proportion=0.06406, over 7717.36 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3664, pruned_loss=0.1275, over 2474923.69 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07355, over 21234.03 utterances.], batch size: 97, lr: 1.15e-03
2022-08-20 20:28:24,669 INFO [train.py:927] (3/8) Epoch 2, batch 7150, giga_loss[loss=0.3404, simple_loss=0.3872, pruned_loss=0.1469, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03615, over 105.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3692, pruned_loss=0.1284, over 2475089.00 frames. utt_duration=495 frames, utt_pad_proportion=0.0712, over 20059.92 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3681, pruned_loss=0.1094, over 2397425.22 frames. utt_duration=1247 frames, utt_pad_proportion=0.06303, over 7700.15 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3684, pruned_loss=0.1302, over 2475859.11 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07117, over 21296.38 utterances.], batch size: 105, lr: 1.15e-03
2022-08-20 20:30:10,802 INFO [train.py:927] (3/8) Epoch 2, batch 7200, giga_loss[loss=0.3005, simple_loss=0.3503, pruned_loss=0.1253, over 12431.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04034, over 114.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3668, pruned_loss=0.1272, over 2475581.64 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06997, over 20080.68 utterances.], libri_tot_loss[loss=0.293, simple_loss=0.3675, pruned_loss=0.1093, over 2399694.97 frames. utt_duration=1246 frames, utt_pad_proportion=0.06241, over 7715.05 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3667, pruned_loss=0.1293, over 2476234.18 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07033, over 21395.62 utterances.], batch size: 114, lr: 1.14e-03
2022-08-20 20:31:57,308 INFO [train.py:927] (3/8) Epoch 2, batch 7250, giga_loss[loss=0.2804, simple_loss=0.3454, pruned_loss=0.1077, over 12240.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03725, over 28.00 utterances.], tot_loss[loss=0.3045, simple_loss=0.3611, pruned_loss=0.124, over 2474763.62 frames. utt_duration=497.1 frames, utt_pad_proportion=0.0737, over 19972.40 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.3671, pruned_loss=0.1091, over 2400963.54 frames. utt_duration=1237 frames, utt_pad_proportion=0.06509, over 7774.50 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3613, pruned_loss=0.1261, over 2475468.51 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07302, over 21181.72 utterances.], batch size: 28, lr: 1.14e-03
2022-08-20 20:33:44,119 INFO [train.py:927] (3/8) Epoch 2, batch 7300, giga_loss[loss=0.2663, simple_loss=0.3427, pruned_loss=0.09493, over 12348.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.3026, simple_loss=0.3593, pruned_loss=0.1229, over 2474373.15 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06775, over 19452.78 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.367, pruned_loss=0.109, over 2402645.88 frames. utt_duration=1238 frames, utt_pad_proportion=0.06385, over 7774.22 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3594, pruned_loss=0.125, over 2475041.73 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06798, over 20686.75 utterances.], batch size: 62, lr: 1.14e-03
2022-08-20 20:35:28,189 INFO [train.py:927] (3/8) Epoch 2, batch 7350, giga_loss[loss=0.2552, simple_loss=0.3305, pruned_loss=0.08998, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.3578, pruned_loss=0.1199, over 2474725.22 frames. utt_duration=479.4 frames, utt_pad_proportion=0.0705, over 20710.10 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3665, pruned_loss=0.1087, over 2404193.41 frames. utt_duration=1240 frames, utt_pad_proportion=0.06279, over 7768.01 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3581, pruned_loss=0.1221, over 2475452.86 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07093, over 21963.55 utterances.], batch size: 97, lr: 1.14e-03
2022-08-20 20:37:20,304 INFO [train.py:927] (3/8) Epoch 2, batch 7400, giga_loss[loss=0.2507, simple_loss=0.3252, pruned_loss=0.08808, over 12357.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02891, over 91.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3544, pruned_loss=0.1157, over 2475300.35 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07055, over 21853.59 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3664, pruned_loss=0.1087, over 2404861.24 frames. utt_duration=1242 frames, utt_pad_proportion=0.06234, over 7757.38 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3546, pruned_loss=0.1175, over 2475901.67 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07103, over 22971.73 utterances.], batch size: 91, lr: 1.14e-03
2022-08-20 20:39:05,080 INFO [train.py:927] (3/8) Epoch 2, batch 7450, giga_loss[loss=0.2476, simple_loss=0.3394, pruned_loss=0.07793, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02682, over 66.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3507, pruned_loss=0.1104, over 2475412.78 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0723, over 21578.51 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.3666, pruned_loss=0.1088, over 2406710.52 frames. utt_duration=1241 frames, utt_pad_proportion=0.06152, over 7764.22 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3505, pruned_loss=0.1119, over 2476111.68 frames. utt_duration=435 frames, utt_pad_proportion=0.07297, over 22845.79 utterances.], batch size: 66, lr: 1.14e-03
2022-08-20 20:40:50,727 INFO [train.py:927] (3/8) Epoch 2, batch 7500, giga_loss[loss=0.2984, simple_loss=0.3631, pruned_loss=0.1169, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.35, pruned_loss=0.1089, over 2475767.83 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07264, over 22171.83 utterances.], libri_tot_loss[loss=0.2915, simple_loss=0.366, pruned_loss=0.1086, over 2407450.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.06177, over 7778.68 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3501, pruned_loss=0.1103, over 2476609.55 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07311, over 23366.78 utterances.], batch size: 133, lr: 1.14e-03
2022-08-20 20:42:33,743 INFO [train.py:927] (3/8) Epoch 2, batch 7550, giga_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.08634, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03108, over 97.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3463, pruned_loss=0.1057, over 2475618.80 frames. utt_duration=450 frames, utt_pad_proportion=0.0727, over 22076.29 utterances.], libri_tot_loss[loss=0.2911, simple_loss=0.3654, pruned_loss=0.1083, over 2409711.79 frames. utt_duration=1243 frames, utt_pad_proportion=0.06013, over 7761.68 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3462, pruned_loss=0.107, over 2476711.49 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07368, over 23583.67 utterances.], batch size: 97, lr: 1.14e-03
2022-08-20 20:44:17,602 INFO [train.py:927] (3/8) Epoch 2, batch 7600, giga_loss[loss=0.2382, simple_loss=0.318, pruned_loss=0.07923, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03238, over 80.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3462, pruned_loss=0.1051, over 2475943.46 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07396, over 23092.30 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3658, pruned_loss=0.1083, over 2411683.98 frames. utt_duration=1241 frames, utt_pad_proportion=0.05982, over 7784.31 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3453, pruned_loss=0.106, over 2476825.59 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07488, over 24688.37 utterances.], batch size: 80, lr: 1.14e-03
2022-08-20 20:46:00,738 INFO [train.py:927] (3/8) Epoch 2, batch 7650, libri_loss[loss=0.2478, simple_loss=0.3255, pruned_loss=0.08502, over 12330.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005701, over 36.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3434, pruned_loss=0.1023, over 2475759.08 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07124, over 23028.16 utterances.], libri_tot_loss[loss=0.2904, simple_loss=0.3649, pruned_loss=0.108, over 2412669.22 frames. utt_duration=1245 frames, utt_pad_proportion=0.05879, over 7758.04 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3429, pruned_loss=0.1033, over 2477036.16 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07252, over 24691.45 utterances.], batch size: 36, lr: 1.14e-03
2022-08-20 20:47:43,510 INFO [train.py:927] (3/8) Epoch 2, batch 7700, giga_loss[loss=0.2569, simple_loss=0.3364, pruned_loss=0.08865, over 12434.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03665, over 123.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3371, pruned_loss=0.09736, over 2475720.05 frames. utt_duration=426 frames, utt_pad_proportion=0.06948, over 23323.95 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3643, pruned_loss=0.1076, over 2413574.44 frames. utt_duration=1246 frames, utt_pad_proportion=0.0584, over 7757.56 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.337, pruned_loss=0.09836, over 2476742.49 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07075, over 24839.11 utterances.], batch size: 123, lr: 1.14e-03
2022-08-20 20:49:24,183 INFO [train.py:927] (3/8) Epoch 2, batch 7750, giga_loss[loss=0.2956, simple_loss=0.3635, pruned_loss=0.1139, over 12418.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.034, over 75.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3366, pruned_loss=0.0968, over 2476484.80 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06889, over 23328.66 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3647, pruned_loss=0.1075, over 2415539.43 frames. utt_duration=1237 frames, utt_pad_proportion=0.06137, over 7822.26 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3352, pruned_loss=0.09739, over 2477489.10 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06926, over 24985.48 utterances.], batch size: 75, lr: 1.14e-03
2022-08-20 20:51:21,505 INFO [train.py:927] (3/8) Epoch 2, batch 7800, giga_loss[loss=0.2238, simple_loss=0.312, pruned_loss=0.0678, over 12381.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03003, over 62.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3384, pruned_loss=0.09817, over 2476884.03 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07399, over 24640.29 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3649, pruned_loss=0.1077, over 2417283.95 frames. utt_duration=1227 frames, utt_pad_proportion=0.06397, over 7886.78 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3364, pruned_loss=0.09818, over 2477747.52 frames. utt_duration=377.5 frames, utt_pad_proportion=0.0733, over 26352.97 utterances.], batch size: 62, lr: 1.13e-03
2022-08-20 20:53:20,156 INFO [train.py:927] (3/8) Epoch 2, batch 7850, libri_loss[loss=0.2501, simple_loss=0.3215, pruned_loss=0.08938, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005959, over 32.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3388, pruned_loss=0.09768, over 2477075.00 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07086, over 24627.58 utterances.], libri_tot_loss[loss=0.29, simple_loss=0.3646, pruned_loss=0.1077, over 2418717.08 frames. utt_duration=1230 frames, utt_pad_proportion=0.0627, over 7873.29 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3367, pruned_loss=0.09742, over 2478061.81 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07091, over 26487.43 utterances.], batch size: 32, lr: 1.13e-03
2022-08-20 20:55:23,871 INFO [train.py:927] (3/8) Epoch 2, batch 7900, giga_loss[loss=0.2537, simple_loss=0.329, pruned_loss=0.08921, over 12394.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3353, pruned_loss=0.09486, over 2477291.65 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06913, over 25056.84 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3642, pruned_loss=0.1075, over 2419467.96 frames. utt_duration=1233 frames, utt_pad_proportion=0.06225, over 7859.58 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3338, pruned_loss=0.09477, over 2477925.72 frames. utt_duration=373 frames, utt_pad_proportion=0.06939, over 26673.72 utterances.], batch size: 182, lr: 1.13e-03
2022-08-20 20:57:34,082 INFO [train.py:927] (3/8) Epoch 2, batch 7950, libri_loss[loss=0.2813, simple_loss=0.3868, pruned_loss=0.08786, over 12286.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006363, over 32.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3342, pruned_loss=0.0929, over 2477483.05 frames. utt_duration=402 frames, utt_pad_proportion=0.06812, over 24735.78 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3659, pruned_loss=0.1072, over 2421072.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.06107, over 7829.39 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3307, pruned_loss=0.0927, over 2477846.07 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06875, over 26441.14 utterances.], batch size: 32, lr: 1.13e-03
2022-08-20 20:59:31,416 INFO [train.py:927] (3/8) Epoch 2, batch 8000, giga_loss[loss=0.2396, simple_loss=0.3298, pruned_loss=0.07468, over 12330.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03032, over 70.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3331, pruned_loss=0.09214, over 2477397.63 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06833, over 25056.27 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3662, pruned_loss=0.1071, over 2421683.12 frames. utt_duration=1242 frames, utt_pad_proportion=0.06014, over 7806.95 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3295, pruned_loss=0.09185, over 2478140.20 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06909, over 26728.95 utterances.], batch size: 70, lr: 1.13e-03
2022-08-20 21:01:39,905 INFO [train.py:927] (3/8) Epoch 2, batch 8050, giga_loss[loss=0.2393, simple_loss=0.3176, pruned_loss=0.08048, over 12371.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02889, over 91.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3338, pruned_loss=0.09232, over 2477149.73 frames. utt_duration=384.1 frames, utt_pad_proportion=0.0703, over 25882.29 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3657, pruned_loss=0.1068, over 2422487.66 frames. utt_duration=1245 frames, utt_pad_proportion=0.05946, over 7790.95 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3308, pruned_loss=0.09214, over 2478004.36 frames. utt_duration=361 frames, utt_pad_proportion=0.071, over 27552.21 utterances.], batch size: 91, lr: 1.13e-03
2022-08-20 21:03:50,628 INFO [train.py:927] (3/8) Epoch 2, batch 8100, giga_loss[loss=0.2528, simple_loss=0.3348, pruned_loss=0.08542, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3315, pruned_loss=0.09159, over 2477147.98 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07008, over 25235.48 utterances.], libri_tot_loss[loss=0.2893, simple_loss=0.3653, pruned_loss=0.1067, over 2423314.52 frames. utt_duration=1236 frames, utt_pad_proportion=0.06272, over 7852.43 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3289, pruned_loss=0.09126, over 2478085.25 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06994, over 26822.80 utterances.], batch size: 146, lr: 1.13e-03
2022-08-20 21:05:53,127 INFO [train.py:927] (3/8) Epoch 2, batch 8150, giga_loss[loss=0.2335, simple_loss=0.3314, pruned_loss=0.06779, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02494, over 48.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3326, pruned_loss=0.09123, over 2477789.57 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06968, over 25205.95 utterances.], libri_tot_loss[loss=0.2886, simple_loss=0.3642, pruned_loss=0.1065, over 2424953.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06203, over 7839.04 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3306, pruned_loss=0.09072, over 2478524.80 frames. utt_duration=369 frames, utt_pad_proportion=0.06983, over 26961.57 utterances.], batch size: 48, lr: 1.13e-03
2022-08-20 21:07:56,482 INFO [train.py:927] (3/8) Epoch 2, batch 8200, giga_loss[loss=0.2515, simple_loss=0.3381, pruned_loss=0.08242, over 12361.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02928, over 91.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3336, pruned_loss=0.09007, over 2477388.27 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06891, over 24486.47 utterances.], libri_tot_loss[loss=0.2881, simple_loss=0.3637, pruned_loss=0.1062, over 2426354.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.0604, over 7810.90 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3314, pruned_loss=0.08945, over 2478400.27 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06958, over 26465.75 utterances.], batch size: 91, lr: 1.13e-03
2022-08-20 21:10:04,745 INFO [train.py:927] (3/8) Epoch 2, batch 8250, giga_loss[loss=0.2106, simple_loss=0.2984, pruned_loss=0.06138, over 12422.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03601, over 43.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3328, pruned_loss=0.08946, over 2477848.09 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06811, over 24600.06 utterances.], libri_tot_loss[loss=0.2879, simple_loss=0.3636, pruned_loss=0.1061, over 2426625.78 frames. utt_duration=1245 frames, utt_pad_proportion=0.06016, over 7805.84 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3311, pruned_loss=0.08898, over 2478626.60 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06876, over 26219.77 utterances.], batch size: 43, lr: 1.13e-03
2022-08-20 21:12:31,589 INFO [train.py:927] (3/8) Epoch 2, batch 8300, giga_loss[loss=0.2474, simple_loss=0.3192, pruned_loss=0.08783, over 12335.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03409, over 51.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3319, pruned_loss=0.08979, over 2476763.47 frames. utt_duration=416.1 frames, utt_pad_proportion=0.0663, over 23880.13 utterances.], libri_tot_loss[loss=0.2865, simple_loss=0.3621, pruned_loss=0.1055, over 2427712.16 frames. utt_duration=1252 frames, utt_pad_proportion=0.05899, over 7764.13 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.331, pruned_loss=0.08951, over 2477785.05 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06731, over 25661.21 utterances.], batch size: 51, lr: 1.13e-03
2022-08-20 21:14:37,635 INFO [train.py:927] (3/8) Epoch 2, batch 8350, giga_loss[loss=0.2737, simple_loss=0.3235, pruned_loss=0.112, over 12391.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1989, over 367.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3287, pruned_loss=0.08897, over 2476508.51 frames. utt_duration=412 frames, utt_pad_proportion=0.06919, over 24115.31 utterances.], libri_tot_loss[loss=0.2856, simple_loss=0.3611, pruned_loss=0.105, over 2428480.32 frames. utt_duration=1257 frames, utt_pad_proportion=0.05781, over 7736.49 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3281, pruned_loss=0.08873, over 2477960.40 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07015, over 26015.30 utterances.], batch size: 367, lr: 1.13e-03
2022-08-20 21:16:40,719 INFO [train.py:927] (3/8) Epoch 2, batch 8400, giga_loss[loss=0.2863, simple_loss=0.3541, pruned_loss=0.1093, over 12386.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07939, over 213.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3274, pruned_loss=0.08891, over 2476548.78 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07482, over 24791.39 utterances.], libri_tot_loss[loss=0.2847, simple_loss=0.3602, pruned_loss=0.1046, over 2430220.51 frames. utt_duration=1262 frames, utt_pad_proportion=0.05683, over 7709.21 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3263, pruned_loss=0.08846, over 2478043.89 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07554, over 27008.04 utterances.], batch size: 213, lr: 1.13e-03
2022-08-20 21:18:44,597 INFO [train.py:927] (3/8) Epoch 2, batch 8450, giga_loss[loss=0.2527, simple_loss=0.3204, pruned_loss=0.09247, over 12427.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03558, over 105.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3293, pruned_loss=0.08979, over 2477408.28 frames. utt_duration=405 frames, utt_pad_proportion=0.07333, over 24537.26 utterances.], libri_tot_loss[loss=0.2842, simple_loss=0.3599, pruned_loss=0.1042, over 2431391.12 frames. utt_duration=1255 frames, utt_pad_proportion=0.06053, over 7760.78 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3281, pruned_loss=0.08937, over 2478609.15 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07308, over 26626.05 utterances.], batch size: 105, lr: 1.12e-03
2022-08-20 21:20:40,593 INFO [train.py:927] (3/8) Epoch 2, batch 8500, giga_loss[loss=0.2283, simple_loss=0.3136, pruned_loss=0.07152, over 12369.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03674, over 113.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3284, pruned_loss=0.09037, over 2477664.80 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07106, over 24133.39 utterances.], libri_tot_loss[loss=0.2836, simple_loss=0.3588, pruned_loss=0.1042, over 2432720.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.05924, over 7742.33 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3274, pruned_loss=0.08968, over 2478876.86 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07144, over 26347.02 utterances.], batch size: 113, lr: 1.12e-03
2022-08-20 21:22:54,515 INFO [train.py:927] (3/8) Epoch 2, batch 8550, giga_loss[loss=0.2339, simple_loss=0.32, pruned_loss=0.07392, over 12421.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04755, over 161.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3297, pruned_loss=0.09056, over 2477957.33 frames. utt_duration=408.8 frames, utt_pad_proportion=0.07046, over 24315.96 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.3582, pruned_loss=0.1038, over 2433399.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.05859, over 7729.21 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3291, pruned_loss=0.09015, over 2478912.01 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07101, over 26295.20 utterances.], batch size: 161, lr: 1.12e-03
2022-08-20 21:25:15,477 INFO [train.py:927] (3/8) Epoch 2, batch 8600, giga_loss[loss=0.2405, simple_loss=0.3104, pruned_loss=0.08528, over 12325.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02952, over 66.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3276, pruned_loss=0.08926, over 2477251.89 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06953, over 24288.74 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3571, pruned_loss=0.1033, over 2433644.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05831, over 7699.42 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3277, pruned_loss=0.0892, over 2478346.52 frames. utt_duration=381.3 frames, utt_pad_proportion=0.07013, over 26077.67 utterances.], batch size: 66, lr: 1.12e-03
2022-08-20 21:27:22,681 INFO [train.py:927] (3/8) Epoch 2, batch 8650, giga_loss[loss=0.2137, simple_loss=0.294, pruned_loss=0.06673, over 12429.00 frames. utt_duration=905.3 frames, utt_pad_proportion=0.02653, over 55.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3233, pruned_loss=0.0878, over 2477531.92 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07185, over 24692.22 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3575, pruned_loss=0.1034, over 2434125.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05762, over 7684.99 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3226, pruned_loss=0.08747, over 2478529.71 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07241, over 26339.10 utterances.], batch size: 55, lr: 1.12e-03
2022-08-20 21:29:14,392 INFO [train.py:927] (3/8) Epoch 2, batch 8700, giga_loss[loss=0.2668, simple_loss=0.3322, pruned_loss=0.1007, over 12394.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05927, over 182.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3253, pruned_loss=0.09001, over 2477518.01 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07008, over 25111.66 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3565, pruned_loss=0.1031, over 2434500.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.05661, over 7647.25 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3248, pruned_loss=0.08966, over 2478931.56 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07094, over 26830.22 utterances.], batch size: 182, lr: 1.12e-03
2022-08-20 21:31:19,147 INFO [train.py:927] (3/8) Epoch 2, batch 8750, giga_loss[loss=0.2594, simple_loss=0.3391, pruned_loss=0.08983, over 12403.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3244, pruned_loss=0.08895, over 2477649.90 frames. utt_duration=393.8 frames, utt_pad_proportion=0.07212, over 25244.11 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3564, pruned_loss=0.1031, over 2435368.22 frames. utt_duration=1264 frames, utt_pad_proportion=0.06007, over 7717.56 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3233, pruned_loss=0.08832, over 2478975.25 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07195, over 26978.68 utterances.], batch size: 133, lr: 1.12e-03
2022-08-20 21:33:30,778 INFO [train.py:927] (3/8) Epoch 2, batch 8800, giga_loss[loss=0.2251, simple_loss=0.3084, pruned_loss=0.07087, over 12398.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3239, pruned_loss=0.08794, over 2478238.41 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07041, over 24727.75 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3566, pruned_loss=0.1028, over 2436883.45 frames. utt_duration=1253 frames, utt_pad_proportion=0.06433, over 7790.94 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3219, pruned_loss=0.08724, over 2479255.89 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06935, over 26619.00 utterances.], batch size: 133, lr: 1.12e-03
2022-08-20 21:35:38,139 INFO [train.py:927] (3/8) Epoch 2, batch 8850, giga_loss[loss=0.2624, simple_loss=0.3326, pruned_loss=0.0961, over 12436.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05651, over 182.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3248, pruned_loss=0.08771, over 2478172.85 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06995, over 24201.77 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3574, pruned_loss=0.1031, over 2438089.19 frames. utt_duration=1257 frames, utt_pad_proportion=0.06249, over 7768.81 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3213, pruned_loss=0.08636, over 2479370.52 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06965, over 26345.62 utterances.], batch size: 182, lr: 1.12e-03
2022-08-20 21:37:35,772 INFO [train.py:927] (3/8) Epoch 2, batch 8900, giga_loss[loss=0.2111, simple_loss=0.2751, pruned_loss=0.07352, over 12377.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1816, over 359.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3234, pruned_loss=0.08706, over 2478381.10 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06851, over 24415.44 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3569, pruned_loss=0.103, over 2438498.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.06168, over 7762.48 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3205, pruned_loss=0.08582, over 2479683.38 frames. utt_duration=376.7 frames, utt_pad_proportion=0.0686, over 26412.69 utterances.], batch size: 359, lr: 1.12e-03
2022-08-20 21:39:34,129 INFO [train.py:927] (3/8) Epoch 2, batch 8950, giga_loss[loss=0.2335, simple_loss=0.321, pruned_loss=0.07297, over 12378.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03619, over 113.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3232, pruned_loss=0.08632, over 2478264.99 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06788, over 24271.82 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3551, pruned_loss=0.1023, over 2439969.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.05954, over 7726.22 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3209, pruned_loss=0.08514, over 2479785.71 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06867, over 26696.00 utterances.], batch size: 113, lr: 1.12e-03
2022-08-20 21:41:34,669 INFO [train.py:927] (3/8) Epoch 2, batch 9000, giga_loss[loss=0.279, simple_loss=0.3516, pruned_loss=0.1032, over 12396.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05934, over 182.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3248, pruned_loss=0.08695, over 2478006.71 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06753, over 24744.20 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3551, pruned_loss=0.1023, over 2440496.02 frames. utt_duration=1263 frames, utt_pad_proportion=0.05938, over 7740.95 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3227, pruned_loss=0.08592, over 2479074.00 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06825, over 26786.39 utterances.], batch size: 182, lr: 1.12e-03
2022-08-20 21:41:34,671 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 21:41:48,589 INFO [train.py:967] (3/8) 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 21:43:52,036 INFO [train.py:927] (3/8) Epoch 2, batch 9050, giga_loss[loss=0.209, simple_loss=0.2921, pruned_loss=0.06295, over 12392.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02954, over 62.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3231, pruned_loss=0.08542, over 2477900.91 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06975, over 25733.06 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3557, pruned_loss=0.1022, over 2440426.54 frames. utt_duration=1264 frames, utt_pad_proportion=0.05915, over 7734.25 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3208, pruned_loss=0.08463, over 2478971.98 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07023, over 27417.21 utterances.], batch size: 62, lr: 1.12e-03
2022-08-20 21:45:51,237 INFO [train.py:927] (3/8) Epoch 2, batch 9100, giga_loss[loss=0.2515, simple_loss=0.3292, pruned_loss=0.08692, over 12389.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05251, over 161.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.324, pruned_loss=0.08567, over 2477654.37 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06742, over 25221.68 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3577, pruned_loss=0.1027, over 2440746.75 frames. utt_duration=1261 frames, utt_pad_proportion=0.05942, over 7753.13 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.32, pruned_loss=0.08432, over 2478696.79 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06788, over 26780.03 utterances.], batch size: 161, lr: 1.11e-03
2022-08-20 21:48:01,073 INFO [train.py:927] (3/8) Epoch 2, batch 9150, giga_loss[loss=0.279, simple_loss=0.3339, pruned_loss=0.1121, over 12390.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1011, over 257.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3258, pruned_loss=0.08712, over 2477592.57 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06832, over 25553.00 utterances.], libri_tot_loss[loss=0.2835, simple_loss=0.3593, pruned_loss=0.1038, over 2440883.01 frames. utt_duration=1262 frames, utt_pad_proportion=0.0592, over 7747.37 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3211, pruned_loss=0.08495, over 2478452.99 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06871, over 26861.43 utterances.], batch size: 257, lr: 1.11e-03
2022-08-20 21:49:55,246 INFO [train.py:927] (3/8) Epoch 2, batch 9200, giga_loss[loss=0.2537, simple_loss=0.3367, pruned_loss=0.08534, over 12385.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03037, over 122.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.328, pruned_loss=0.08883, over 2477597.13 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06393, over 24426.13 utterances.], libri_tot_loss[loss=0.2841, simple_loss=0.3593, pruned_loss=0.1045, over 2441003.72 frames. utt_duration=1263 frames, utt_pad_proportion=0.05872, over 7740.90 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.324, pruned_loss=0.08649, over 2478474.31 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06459, over 25603.72 utterances.], batch size: 122, lr: 1.11e-03
2022-08-20 21:52:04,039 INFO [train.py:927] (3/8) Epoch 2, batch 9250, giga_loss[loss=0.2689, simple_loss=0.3297, pruned_loss=0.1041, over 12408.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02506, over 85.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.329, pruned_loss=0.08892, over 2477575.97 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06528, over 24539.39 utterances.], libri_tot_loss[loss=0.2838, simple_loss=0.359, pruned_loss=0.1044, over 2441246.82 frames. utt_duration=1265 frames, utt_pad_proportion=0.0583, over 7729.50 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3259, pruned_loss=0.08704, over 2478374.40 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06589, over 25625.74 utterances.], batch size: 85, lr: 1.11e-03
2022-08-20 21:54:14,647 INFO [train.py:927] (3/8) Epoch 2, batch 9300, giga_loss[loss=0.262, simple_loss=0.3207, pruned_loss=0.1016, over 12399.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09782, over 256.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3277, pruned_loss=0.08858, over 2477640.81 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06816, over 24461.62 utterances.], libri_tot_loss[loss=0.2839, simple_loss=0.359, pruned_loss=0.1044, over 2441922.74 frames. utt_duration=1242 frames, utt_pad_proportion=0.06676, over 7876.11 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3244, pruned_loss=0.08667, over 2478478.13 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06606, over 25571.91 utterances.], batch size: 256, lr: 1.11e-03
2022-08-20 21:56:16,794 INFO [train.py:927] (3/8) Epoch 2, batch 9350, giga_loss[loss=0.2547, simple_loss=0.3273, pruned_loss=0.09101, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02887, over 80.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3281, pruned_loss=0.08903, over 2478059.96 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06671, over 24812.75 utterances.], libri_tot_loss[loss=0.2836, simple_loss=0.3591, pruned_loss=0.1041, over 2442564.49 frames. utt_duration=1244 frames, utt_pad_proportion=0.06546, over 7864.33 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3246, pruned_loss=0.08746, over 2478944.04 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06549, over 26095.13 utterances.], batch size: 80, lr: 1.11e-03
2022-08-20 21:58:27,992 INFO [train.py:927] (3/8) Epoch 2, batch 9400, giga_loss[loss=0.246, simple_loss=0.3221, pruned_loss=0.08499, over 12385.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04549, over 146.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3251, pruned_loss=0.08779, over 2477704.82 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06931, over 25004.20 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.3585, pruned_loss=0.1036, over 2442900.33 frames. utt_duration=1249 frames, utt_pad_proportion=0.06454, over 7834.30 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3224, pruned_loss=0.08664, over 2478736.58 frames. utt_duration=377.5 frames, utt_pad_proportion=0.0685, over 26345.78 utterances.], batch size: 146, lr: 1.11e-03
2022-08-20 22:00:30,495 INFO [train.py:927] (3/8) Epoch 2, batch 9450, giga_loss[loss=0.2498, simple_loss=0.352, pruned_loss=0.0738, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.323, pruned_loss=0.08545, over 2476986.04 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06968, over 24320.58 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3574, pruned_loss=0.103, over 2443442.07 frames. utt_duration=1253 frames, utt_pad_proportion=0.06337, over 7808.78 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.321, pruned_loss=0.08473, over 2478059.97 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06935, over 25776.02 utterances.], batch size: 62, lr: 1.11e-03
2022-08-20 22:02:22,829 INFO [train.py:927] (3/8) Epoch 2, batch 9500, giga_loss[loss=0.2557, simple_loss=0.3412, pruned_loss=0.08512, over 12408.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04831, over 161.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3246, pruned_loss=0.08511, over 2476597.18 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06828, over 23424.53 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3569, pruned_loss=0.1031, over 2444690.84 frames. utt_duration=1251 frames, utt_pad_proportion=0.06253, over 7825.09 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3222, pruned_loss=0.08379, over 2477534.52 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06841, over 25160.79 utterances.], batch size: 161, lr: 1.11e-03
2022-08-20 22:04:32,969 INFO [train.py:927] (3/8) Epoch 2, batch 9550, giga_loss[loss=0.2481, simple_loss=0.3326, pruned_loss=0.08177, over 12349.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03308, over 58.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3251, pruned_loss=0.08542, over 2477166.16 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06837, over 24348.46 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3569, pruned_loss=0.103, over 2445031.74 frames. utt_duration=1251 frames, utt_pad_proportion=0.06242, over 7828.48 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3226, pruned_loss=0.08416, over 2478185.02 frames. utt_duration=382 frames, utt_pad_proportion=0.06853, over 26028.54 utterances.], batch size: 58, lr: 1.11e-03
2022-08-20 22:06:46,867 INFO [train.py:927] (3/8) Epoch 2, batch 9600, giga_loss[loss=0.2628, simple_loss=0.3434, pruned_loss=0.09104, over 12371.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04683, over 146.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3278, pruned_loss=0.08595, over 2477573.47 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06745, over 25431.05 utterances.], libri_tot_loss[loss=0.283, simple_loss=0.359, pruned_loss=0.1035, over 2445489.86 frames. utt_duration=1250 frames, utt_pad_proportion=0.06178, over 7831.99 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3236, pruned_loss=0.08428, over 2478402.51 frames. utt_duration=368.7 frames, utt_pad_proportion=0.0678, over 26972.39 utterances.], batch size: 146, lr: 1.11e-03
2022-08-20 22:09:00,494 INFO [train.py:927] (3/8) Epoch 2, batch 9650, giga_loss[loss=0.2481, simple_loss=0.338, pruned_loss=0.0791, over 12398.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02933, over 62.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3287, pruned_loss=0.08656, over 2477279.09 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06676, over 25175.36 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3581, pruned_loss=0.1033, over 2446097.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.06042, over 7793.55 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3253, pruned_loss=0.08492, over 2478280.59 frames. utt_duration=369.1 frames, utt_pad_proportion=0.0675, over 26946.88 utterances.], batch size: 62, lr: 1.11e-03
2022-08-20 22:11:21,027 INFO [train.py:927] (3/8) Epoch 2, batch 9700, giga_loss[loss=0.2356, simple_loss=0.3124, pruned_loss=0.0794, over 12441.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02946, over 80.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3288, pruned_loss=0.08631, over 2477776.89 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06615, over 25136.81 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3578, pruned_loss=0.1032, over 2446154.73 frames. utt_duration=1259 frames, utt_pad_proportion=0.05996, over 7781.64 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3262, pruned_loss=0.08501, over 2478780.51 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06691, over 26691.00 utterances.], batch size: 80, lr: 1.11e-03
2022-08-20 22:13:36,071 INFO [train.py:927] (3/8) Epoch 2, batch 9750, giga_loss[loss=0.2537, simple_loss=0.3238, pruned_loss=0.09179, over 12423.00 frames. utt_duration=196.1 frames, utt_pad_proportion=0.09225, over 255.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3257, pruned_loss=0.08511, over 2477705.99 frames. utt_duration=387 frames, utt_pad_proportion=0.06751, over 25686.56 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3575, pruned_loss=0.1031, over 2446195.95 frames. utt_duration=1261 frames, utt_pad_proportion=0.05978, over 7770.73 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3238, pruned_loss=0.08411, over 2478584.79 frames. utt_duration=368.6 frames, utt_pad_proportion=0.06808, over 26980.26 utterances.], batch size: 255, lr: 1.10e-03
2022-08-20 22:15:37,173 INFO [train.py:927] (3/8) Epoch 2, batch 9800, giga_loss[loss=0.2488, simple_loss=0.3161, pruned_loss=0.09075, over 12367.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1758, over 356.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.325, pruned_loss=0.08462, over 2477408.19 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06625, over 25202.84 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3573, pruned_loss=0.1029, over 2446141.83 frames. utt_duration=1264 frames, utt_pad_proportion=0.05923, over 7747.30 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3232, pruned_loss=0.08372, over 2478561.39 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06692, over 26476.43 utterances.], batch size: 356, lr: 1.10e-03
2022-08-20 22:17:27,600 INFO [train.py:927] (3/8) Epoch 2, batch 9850, giga_loss[loss=0.2203, simple_loss=0.3105, pruned_loss=0.06501, over 12357.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3264, pruned_loss=0.08538, over 2477940.89 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06394, over 24527.45 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3564, pruned_loss=0.1027, over 2447300.78 frames. utt_duration=1268 frames, utt_pad_proportion=0.05802, over 7730.10 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.325, pruned_loss=0.0844, over 2478668.96 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06497, over 26003.69 utterances.], batch size: 62, lr: 1.10e-03
2022-08-20 22:19:25,634 INFO [train.py:927] (3/8) Epoch 2, batch 9900, giga_loss[loss=0.2186, simple_loss=0.2983, pruned_loss=0.06943, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02839, over 42.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.324, pruned_loss=0.08526, over 2477029.20 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06416, over 24131.84 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3561, pruned_loss=0.1027, over 2447755.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.05762, over 7713.83 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3228, pruned_loss=0.08425, over 2477464.66 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06508, over 25451.20 utterances.], batch size: 42, lr: 1.10e-03
2022-08-20 22:21:09,056 INFO [train.py:927] (3/8) Epoch 2, batch 9950, giga_loss[loss=0.295, simple_loss=0.3706, pruned_loss=0.1097, over 12385.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03434, over 122.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3328, pruned_loss=0.09078, over 2476427.30 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06413, over 23282.86 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3575, pruned_loss=0.1032, over 2447962.40 frames. utt_duration=1272 frames, utt_pad_proportion=0.05715, over 7709.70 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3304, pruned_loss=0.08948, over 2476845.29 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06503, over 24463.05 utterances.], batch size: 122, lr: 1.10e-03
2022-08-20 22:22:51,666 INFO [train.py:927] (3/8) Epoch 2, batch 10000, giga_loss[loss=0.2565, simple_loss=0.3265, pruned_loss=0.09321, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04269, over 146.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3378, pruned_loss=0.09492, over 2475274.65 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06726, over 22396.52 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3572, pruned_loss=0.1031, over 2448334.25 frames. utt_duration=1274 frames, utt_pad_proportion=0.05615, over 7697.11 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3357, pruned_loss=0.09375, over 2475891.18 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06818, over 23678.23 utterances.], batch size: 146, lr: 1.10e-03
2022-08-20 22:24:32,094 INFO [train.py:927] (3/8) Epoch 2, batch 10050, libri_loss[loss=0.2757, simple_loss=0.3451, pruned_loss=0.1032, over 12353.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01566, over 41.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3324, pruned_loss=0.0936, over 2475585.12 frames. utt_duration=456.5 frames, utt_pad_proportion=0.06552, over 21752.93 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3569, pruned_loss=0.103, over 2448829.59 frames. utt_duration=1275 frames, utt_pad_proportion=0.05548, over 7693.71 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3307, pruned_loss=0.09259, over 2475996.94 frames. utt_duration=432.6 frames, utt_pad_proportion=0.0666, over 22961.39 utterances.], batch size: 41, lr: 1.10e-03
2022-08-20 22:26:13,358 INFO [train.py:927] (3/8) Epoch 2, batch 10100, giga_loss[loss=0.204, simple_loss=0.2677, pruned_loss=0.07013, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03582, over 37.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3239, pruned_loss=0.0903, over 2475465.69 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06372, over 20538.28 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3569, pruned_loss=0.1033, over 2448911.66 frames. utt_duration=1273 frames, utt_pad_proportion=0.05515, over 7704.17 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3221, pruned_loss=0.08913, over 2476078.49 frames. utt_duration=458.5 frames, utt_pad_proportion=0.06488, over 21666.18 utterances.], batch size: 37, lr: 1.10e-03
2022-08-20 22:27:54,106 INFO [train.py:927] (3/8) Epoch 2, batch 10150, giga_loss[loss=0.1942, simple_loss=0.2687, pruned_loss=0.05983, over 12371.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03118, over 58.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3157, pruned_loss=0.08688, over 2475449.73 frames. utt_duration=470.9 frames, utt_pad_proportion=0.0697, over 21090.82 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3558, pruned_loss=0.1029, over 2449480.82 frames. utt_duration=1277 frames, utt_pad_proportion=0.05422, over 7679.67 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3146, pruned_loss=0.08602, over 2476008.57 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07065, over 22287.35 utterances.], batch size: 58, lr: 1.10e-03
2022-08-20 22:29:36,980 INFO [train.py:927] (3/8) Epoch 2, batch 10200, giga_loss[loss=0.2198, simple_loss=0.2914, pruned_loss=0.07406, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03613, over 51.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3098, pruned_loss=0.08434, over 2474782.14 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07186, over 20911.39 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3554, pruned_loss=0.1026, over 2449792.87 frames. utt_duration=1278 frames, utt_pad_proportion=0.05318, over 7675.73 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3084, pruned_loss=0.0835, over 2475513.79 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07293, over 22157.55 utterances.], batch size: 51, lr: 1.10e-03
2022-08-20 22:31:21,643 INFO [train.py:927] (3/8) Epoch 2, batch 10250, giga_loss[loss=0.1811, simple_loss=0.2556, pruned_loss=0.05328, over 12415.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04443, over 31.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3046, pruned_loss=0.0817, over 2475279.34 frames. utt_duration=482 frames, utt_pad_proportion=0.07372, over 20601.98 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3559, pruned_loss=0.1029, over 2450495.25 frames. utt_duration=1265 frames, utt_pad_proportion=0.05662, over 7756.17 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3021, pruned_loss=0.08041, over 2475679.10 frames. utt_duration=456.5 frames, utt_pad_proportion=0.0735, over 21759.21 utterances.], batch size: 31, lr: 1.10e-03
2022-08-20 22:33:04,233 INFO [train.py:927] (3/8) Epoch 2, batch 10300, giga_loss[loss=0.231, simple_loss=0.2978, pruned_loss=0.08212, over 12425.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06122, over 183.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.2999, pruned_loss=0.07987, over 2475481.88 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06824, over 20259.27 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3561, pruned_loss=0.1032, over 2450681.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05719, over 7782.39 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.2975, pruned_loss=0.0785, over 2475742.81 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06817, over 21196.50 utterances.], batch size: 183, lr: 1.10e-03
2022-08-20 22:34:46,076 INFO [train.py:927] (3/8) Epoch 2, batch 10350, giga_loss[loss=0.1975, simple_loss=0.2715, pruned_loss=0.06174, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.2958, pruned_loss=0.07746, over 2474747.19 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06487, over 19383.50 utterances.], libri_tot_loss[loss=0.2832, simple_loss=0.358, pruned_loss=0.1042, over 2450740.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05678, over 7784.65 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2915, pruned_loss=0.07522, over 2475215.41 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06514, over 20282.49 utterances.], batch size: 162, lr: 1.10e-03
2022-08-20 22:36:27,925 INFO [train.py:927] (3/8) Epoch 2, batch 10400, giga_loss[loss=0.2841, simple_loss=0.3487, pruned_loss=0.1097, over 12420.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.0568, over 182.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.2954, pruned_loss=0.07815, over 2474931.65 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06916, over 19894.97 utterances.], libri_tot_loss[loss=0.2832, simple_loss=0.3579, pruned_loss=0.1043, over 2451445.61 frames. utt_duration=1261 frames, utt_pad_proportion=0.05592, over 7785.20 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2903, pruned_loss=0.07552, over 2475307.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06956, over 20937.99 utterances.], batch size: 182, lr: 1.09e-03
2022-08-20 22:38:09,978 INFO [train.py:927] (3/8) Epoch 2, batch 10450, giga_loss[loss=0.2855, simple_loss=0.3577, pruned_loss=0.1067, over 12377.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04189, over 133.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3085, pruned_loss=0.08594, over 2474274.36 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06973, over 19929.78 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3571, pruned_loss=0.1039, over 2451883.21 frames. utt_duration=1267 frames, utt_pad_proportion=0.05491, over 7749.91 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3039, pruned_loss=0.08365, over 2474701.54 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07044, over 21060.65 utterances.], batch size: 133, lr: 1.09e-03
2022-08-20 22:39:53,310 INFO [train.py:927] (3/8) Epoch 2, batch 10500, giga_loss[loss=0.2458, simple_loss=0.3205, pruned_loss=0.08552, over 12314.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04758, over 26.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3184, pruned_loss=0.09042, over 2474112.12 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06597, over 19622.55 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3561, pruned_loss=0.1035, over 2452235.47 frames. utt_duration=1266 frames, utt_pad_proportion=0.05464, over 7756.92 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3144, pruned_loss=0.08854, over 2474752.15 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06697, over 20853.28 utterances.], batch size: 26, lr: 1.09e-03
2022-08-20 22:41:35,438 INFO [train.py:927] (3/8) Epoch 2, batch 10550, giga_loss[loss=0.2981, simple_loss=0.3623, pruned_loss=0.1169, over 12410.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3239, pruned_loss=0.0922, over 2473540.43 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06953, over 20401.32 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3561, pruned_loss=0.1033, over 2452161.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05388, over 7728.02 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.32, pruned_loss=0.09062, over 2474492.39 frames. utt_duration=459.2 frames, utt_pad_proportion=0.0704, over 21626.74 utterances.], batch size: 133, lr: 1.09e-03
2022-08-20 22:43:18,808 INFO [train.py:927] (3/8) Epoch 2, batch 10600, giga_loss[loss=0.2495, simple_loss=0.3281, pruned_loss=0.08542, over 12445.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03277, over 86.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3287, pruned_loss=0.09462, over 2473876.56 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06773, over 20056.68 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3561, pruned_loss=0.1033, over 2452226.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05348, over 7718.78 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3254, pruned_loss=0.09329, over 2474748.63 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0687, over 21136.43 utterances.], batch size: 86, lr: 1.09e-03
2022-08-20 22:45:02,945 INFO [train.py:927] (3/8) Epoch 2, batch 10650, libri_loss[loss=0.2307, simple_loss=0.3373, pruned_loss=0.06199, over 12280.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.04022, over 27.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3343, pruned_loss=0.09696, over 2473829.49 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06671, over 19678.97 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3564, pruned_loss=0.1029, over 2452666.55 frames. utt_duration=1279 frames, utt_pad_proportion=0.05257, over 7681.54 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3308, pruned_loss=0.09611, over 2474716.34 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06792, over 20898.23 utterances.], batch size: 27, lr: 1.09e-03
2022-08-20 22:46:47,402 INFO [train.py:927] (3/8) Epoch 2, batch 10700, giga_loss[loss=0.2628, simple_loss=0.3426, pruned_loss=0.09151, over 12385.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02973, over 58.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3388, pruned_loss=0.09901, over 2473980.84 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06493, over 19020.46 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3561, pruned_loss=0.1028, over 2453137.23 frames. utt_duration=1282 frames, utt_pad_proportion=0.05122, over 7662.07 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3357, pruned_loss=0.09826, over 2474904.10 frames. utt_duration=487 frames, utt_pad_proportion=0.06662, over 20391.02 utterances.], batch size: 58, lr: 1.09e-03
2022-08-20 22:48:29,662 INFO [train.py:927] (3/8) Epoch 2, batch 10750, giga_loss[loss=0.2582, simple_loss=0.3457, pruned_loss=0.08528, over 12215.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03717, over 28.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3403, pruned_loss=0.09821, over 2474200.20 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06029, over 18462.50 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.356, pruned_loss=0.1028, over 2453176.54 frames. utt_duration=1283 frames, utt_pad_proportion=0.05101, over 7658.76 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3379, pruned_loss=0.09765, over 2474988.39 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06202, over 19591.36 utterances.], batch size: 28, lr: 1.09e-03
2022-08-20 22:50:13,675 INFO [train.py:927] (3/8) Epoch 2, batch 10800, giga_loss[loss=0.2742, simple_loss=0.3463, pruned_loss=0.101, over 12376.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04242, over 37.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3391, pruned_loss=0.09667, over 2474255.99 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05891, over 17831.10 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3554, pruned_loss=0.1024, over 2453196.57 frames. utt_duration=1285 frames, utt_pad_proportion=0.05015, over 7646.38 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3374, pruned_loss=0.09642, over 2475315.51 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06081, over 18978.48 utterances.], batch size: 37, lr: 1.09e-03
2022-08-20 22:51:57,788 INFO [train.py:927] (3/8) Epoch 2, batch 10850, giga_loss[loss=0.3238, simple_loss=0.3711, pruned_loss=0.1382, over 12438.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.038, over 105.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3419, pruned_loss=0.1002, over 2473097.99 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06023, over 17771.85 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3554, pruned_loss=0.1029, over 2453700.92 frames. utt_duration=1281 frames, utt_pad_proportion=0.04974, over 7673.69 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3401, pruned_loss=0.09941, over 2474049.44 frames. utt_duration=524 frames, utt_pad_proportion=0.06198, over 18941.22 utterances.], batch size: 105, lr: 1.09e-03
2022-08-20 22:53:39,150 INFO [train.py:927] (3/8) Epoch 2, batch 10900, giga_loss[loss=0.274, simple_loss=0.3387, pruned_loss=0.1047, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02735, over 48.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3445, pruned_loss=0.1032, over 2472498.04 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06268, over 17453.08 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3565, pruned_loss=0.1033, over 2454032.61 frames. utt_duration=1257 frames, utt_pad_proportion=0.05703, over 7819.62 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3416, pruned_loss=0.1022, over 2473645.32 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06136, over 18631.59 utterances.], batch size: 48, lr: 1.09e-03
2022-08-20 22:55:24,525 INFO [train.py:927] (3/8) Epoch 2, batch 10950, giga_loss[loss=0.2704, simple_loss=0.3379, pruned_loss=0.1014, over 12363.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02645, over 66.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3423, pruned_loss=0.1032, over 2472897.67 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06212, over 17320.20 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3561, pruned_loss=0.1032, over 2454224.43 frames. utt_duration=1260 frames, utt_pad_proportion=0.05665, over 7802.47 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3402, pruned_loss=0.1025, over 2473802.07 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06125, over 18349.93 utterances.], batch size: 66, lr: 1.09e-03
2022-08-20 22:57:09,303 INFO [train.py:927] (3/8) Epoch 2, batch 11000, libri_loss[loss=0.23, simple_loss=0.3261, pruned_loss=0.067, over 12228.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005464, over 31.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3394, pruned_loss=0.1006, over 2473038.93 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05793, over 16776.30 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3549, pruned_loss=0.1025, over 2454469.06 frames. utt_duration=1266 frames, utt_pad_proportion=0.05539, over 7766.86 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3384, pruned_loss=0.1007, over 2474039.72 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05798, over 17882.53 utterances.], batch size: 31, lr: 1.09e-03
2022-08-20 22:58:55,036 INFO [train.py:927] (3/8) Epoch 2, batch 11050, giga_loss[loss=0.2376, simple_loss=0.3181, pruned_loss=0.07855, over 12462.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03925, over 31.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3377, pruned_loss=0.09957, over 2473821.46 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06318, over 17086.81 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3563, pruned_loss=0.1036, over 2455511.17 frames. utt_duration=1242 frames, utt_pad_proportion=0.06238, over 7919.41 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3353, pruned_loss=0.09855, over 2474291.22 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06028, over 18116.29 utterances.], batch size: 31, lr: 1.09e-03
2022-08-20 23:00:40,112 INFO [train.py:927] (3/8) Epoch 2, batch 11100, giga_loss[loss=0.2209, simple_loss=0.2802, pruned_loss=0.08077, over 12339.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2062, over 372.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3306, pruned_loss=0.09527, over 2472949.53 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06484, over 17143.23 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3561, pruned_loss=0.1036, over 2455489.87 frames. utt_duration=1246 frames, utt_pad_proportion=0.06149, over 7891.26 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3284, pruned_loss=0.09441, over 2473633.52 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06279, over 18141.15 utterances.], batch size: 372, lr: 1.08e-03
2022-08-20 23:02:24,868 INFO [train.py:927] (3/8) Epoch 2, batch 11150, giga_loss[loss=0.2624, simple_loss=0.3271, pruned_loss=0.09886, over 12438.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0362, over 105.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3303, pruned_loss=0.09497, over 2473047.09 frames. utt_duration=540.3 frames, utt_pad_proportion=0.07212, over 18360.56 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3565, pruned_loss=0.1032, over 2455694.15 frames. utt_duration=1254 frames, utt_pad_proportion=0.05919, over 7843.60 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3271, pruned_loss=0.09425, over 2474212.58 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07121, over 19658.52 utterances.], batch size: 105, lr: 1.08e-03
2022-08-20 23:04:06,541 INFO [train.py:927] (3/8) Epoch 2, batch 11200, giga_loss[loss=0.2032, simple_loss=0.2787, pruned_loss=0.06386, over 12285.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04051, over 26.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3286, pruned_loss=0.09424, over 2472931.46 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06851, over 18110.38 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3565, pruned_loss=0.1031, over 2456033.53 frames. utt_duration=1255 frames, utt_pad_proportion=0.05825, over 7839.70 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3256, pruned_loss=0.0936, over 2473861.00 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06841, over 19333.53 utterances.], batch size: 26, lr: 1.08e-03
2022-08-20 23:05:48,831 INFO [train.py:927] (3/8) Epoch 2, batch 11250, giga_loss[loss=0.2149, simple_loss=0.2855, pruned_loss=0.07216, over 12370.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03106, over 51.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3253, pruned_loss=0.09291, over 2472516.14 frames. utt_duration=572.1 frames, utt_pad_proportion=0.0652, over 17332.02 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3576, pruned_loss=0.1036, over 2456206.62 frames. utt_duration=1258 frames, utt_pad_proportion=0.05721, over 7819.97 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3213, pruned_loss=0.09171, over 2473446.66 frames. utt_duration=535 frames, utt_pad_proportion=0.06578, over 18544.93 utterances.], batch size: 51, lr: 1.08e-03
2022-08-20 23:07:32,726 INFO [train.py:927] (3/8) Epoch 2, batch 11300, giga_loss[loss=0.2241, simple_loss=0.2984, pruned_loss=0.07488, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03259, over 58.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3205, pruned_loss=0.09084, over 2472003.03 frames. utt_duration=581 frames, utt_pad_proportion=0.06382, over 17062.33 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3569, pruned_loss=0.1035, over 2456677.69 frames. utt_duration=1261 frames, utt_pad_proportion=0.05636, over 7802.60 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3171, pruned_loss=0.08975, over 2472671.91 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06478, over 18258.87 utterances.], batch size: 58, lr: 1.08e-03
2022-08-20 23:09:15,092 INFO [train.py:927] (3/8) Epoch 2, batch 11350, giga_loss[loss=0.2156, simple_loss=0.2914, pruned_loss=0.06989, over 12180.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04257, over 28.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3166, pruned_loss=0.08909, over 2472161.70 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05944, over 16449.05 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3566, pruned_loss=0.1033, over 2456818.22 frames. utt_duration=1265 frames, utt_pad_proportion=0.05551, over 7776.75 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3135, pruned_loss=0.08819, over 2472838.88 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06086, over 17580.49 utterances.], batch size: 28, lr: 1.08e-03
2022-08-20 23:11:06,259 INFO [train.py:927] (3/8) Epoch 2, batch 11400, giga_loss[loss=0.2289, simple_loss=0.3017, pruned_loss=0.07803, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03261, over 75.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3137, pruned_loss=0.08778, over 2473030.40 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06424, over 16686.28 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3575, pruned_loss=0.1035, over 2457114.80 frames. utt_duration=1254 frames, utt_pad_proportion=0.05902, over 7849.71 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.31, pruned_loss=0.08673, over 2473510.95 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06383, over 17629.44 utterances.], batch size: 75, lr: 1.08e-03
2022-08-20 23:12:46,577 INFO [train.py:927] (3/8) Epoch 2, batch 11450, giga_loss[loss=0.2792, simple_loss=0.3444, pruned_loss=0.107, over 12376.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06012, over 182.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3119, pruned_loss=0.0874, over 2472139.38 frames. utt_duration=618.8 frames, utt_pad_proportion=0.05933, over 16017.64 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.357, pruned_loss=0.1039, over 2457065.61 frames. utt_duration=1260 frames, utt_pad_proportion=0.05726, over 7809.46 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3079, pruned_loss=0.08566, over 2473103.47 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06002, over 17109.96 utterances.], batch size: 182, lr: 1.08e-03
2022-08-20 23:14:31,459 INFO [train.py:927] (3/8) Epoch 2, batch 11500, giga_loss[loss=0.2069, simple_loss=0.2788, pruned_loss=0.06755, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03701, over 51.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3145, pruned_loss=0.0894, over 2472384.40 frames. utt_duration=606.1 frames, utt_pad_proportion=0.06212, over 16357.50 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3563, pruned_loss=0.1037, over 2457126.64 frames. utt_duration=1264 frames, utt_pad_proportion=0.05642, over 7785.51 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3111, pruned_loss=0.08789, over 2473365.79 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06292, over 17405.72 utterances.], batch size: 51, lr: 1.08e-03
2022-08-20 23:16:14,790 INFO [train.py:927] (3/8) Epoch 2, batch 11550, giga_loss[loss=0.26, simple_loss=0.3352, pruned_loss=0.09241, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04476, over 26.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3226, pruned_loss=0.09468, over 2472521.00 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06901, over 17194.16 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3567, pruned_loss=0.1041, over 2457671.20 frames. utt_duration=1248 frames, utt_pad_proportion=0.06061, over 7884.58 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3187, pruned_loss=0.09293, over 2473142.16 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06773, over 18139.20 utterances.], batch size: 26, lr: 1.08e-03
2022-08-20 23:17:58,651 INFO [train.py:927] (3/8) Epoch 2, batch 11600, giga_loss[loss=0.2886, simple_loss=0.3487, pruned_loss=0.1143, over 12340.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03345, over 51.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3292, pruned_loss=0.09799, over 2472052.58 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06949, over 17478.85 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3563, pruned_loss=0.104, over 2457798.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.05968, over 7869.00 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3259, pruned_loss=0.09652, over 2472666.63 frames. utt_duration=539 frames, utt_pad_proportion=0.0689, over 18401.66 utterances.], batch size: 51, lr: 1.08e-03
2022-08-20 23:19:41,386 INFO [train.py:927] (3/8) Epoch 2, batch 11650, giga_loss[loss=0.2213, simple_loss=0.3142, pruned_loss=0.06418, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.337, pruned_loss=0.1019, over 2471793.25 frames. utt_duration=546.9 frames, utt_pad_proportion=0.07009, over 18128.60 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.356, pruned_loss=0.1039, over 2457732.47 frames. utt_duration=1253 frames, utt_pad_proportion=0.05963, over 7856.66 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3346, pruned_loss=0.1008, over 2472381.46 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06964, over 18897.77 utterances.], batch size: 70, lr: 1.08e-03
2022-08-20 23:21:22,625 INFO [train.py:927] (3/8) Epoch 2, batch 11700, libri_loss[loss=0.2829, simple_loss=0.3432, pruned_loss=0.1113, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006496, over 31.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3384, pruned_loss=0.101, over 2471248.92 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06998, over 17660.56 utterances.], libri_tot_loss[loss=0.2827, simple_loss=0.357, pruned_loss=0.1042, over 2458366.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.05679, over 7801.67 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3344, pruned_loss=0.09965, over 2471968.72 frames. utt_duration=523.5 frames, utt_pad_proportion=0.071, over 18943.32 utterances.], batch size: 31, lr: 1.08e-03
2022-08-20 23:23:04,238 INFO [train.py:927] (3/8) Epoch 2, batch 11750, giga_loss[loss=0.2972, simple_loss=0.3561, pruned_loss=0.1192, over 12327.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3373, pruned_loss=0.09988, over 2471580.75 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06868, over 17651.10 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3561, pruned_loss=0.1039, over 2458659.33 frames. utt_duration=1252 frames, utt_pad_proportion=0.06034, over 7861.84 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3343, pruned_loss=0.09899, over 2472316.20 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06852, over 18941.72 utterances.], batch size: 85, lr: 1.08e-03
2022-08-20 23:24:48,634 INFO [train.py:927] (3/8) Epoch 2, batch 11800, giga_loss[loss=0.308, simple_loss=0.3753, pruned_loss=0.1204, over 12282.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02629, over 54.00 utterances.], tot_loss[loss=0.271, simple_loss=0.339, pruned_loss=0.1015, over 2471150.67 frames. utt_duration=555 frames, utt_pad_proportion=0.06867, over 17859.66 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3558, pruned_loss=0.1046, over 2458805.08 frames. utt_duration=1250 frames, utt_pad_proportion=0.06038, over 7874.83 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3367, pruned_loss=0.1001, over 2471763.79 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06859, over 19000.31 utterances.], batch size: 54, lr: 1.08e-03
2022-08-20 23:26:33,423 INFO [train.py:927] (3/8) Epoch 2, batch 11850, giga_loss[loss=0.2341, simple_loss=0.3129, pruned_loss=0.07768, over 12129.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.04641, over 28.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3403, pruned_loss=0.1023, over 2471331.51 frames. utt_duration=550.1 frames, utt_pad_proportion=0.07099, over 18018.23 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3557, pruned_loss=0.1045, over 2458877.01 frames. utt_duration=1252 frames, utt_pad_proportion=0.06017, over 7864.74 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3383, pruned_loss=0.1012, over 2471929.66 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07091, over 19063.65 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:28:17,690 INFO [train.py:927] (3/8) Epoch 2, batch 11900, libri_loss[loss=0.2684, simple_loss=0.3541, pruned_loss=0.0913, over 12447.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009143, over 39.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3404, pruned_loss=0.1023, over 2471782.67 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06891, over 17948.91 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3557, pruned_loss=0.1043, over 2458948.44 frames. utt_duration=1251 frames, utt_pad_proportion=0.05974, over 7870.68 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3387, pruned_loss=0.1016, over 2472338.74 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06918, over 18905.43 utterances.], batch size: 39, lr: 1.07e-03
2022-08-20 23:30:01,201 INFO [train.py:927] (3/8) Epoch 2, batch 11950, giga_loss[loss=0.2517, simple_loss=0.3329, pruned_loss=0.08529, over 12275.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02988, over 45.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3414, pruned_loss=0.1014, over 2471621.27 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06884, over 17560.76 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3562, pruned_loss=0.1044, over 2458977.69 frames. utt_duration=1247 frames, utt_pad_proportion=0.06035, over 7896.32 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3395, pruned_loss=0.1008, over 2472088.62 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06884, over 18332.53 utterances.], batch size: 45, lr: 1.07e-03
2022-08-20 23:31:43,587 INFO [train.py:927] (3/8) Epoch 2, batch 12000, giga_loss[loss=0.2382, simple_loss=0.3112, pruned_loss=0.08257, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02607, over 66.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3431, pruned_loss=0.1003, over 2471373.67 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06565, over 16875.66 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.3576, pruned_loss=0.1041, over 2459635.13 frames. utt_duration=1251 frames, utt_pad_proportion=0.05871, over 7871.09 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3397, pruned_loss=0.09996, over 2471588.64 frames. utt_duration=554.8 frames, utt_pad_proportion=0.0666, over 17868.15 utterances.], batch size: 66, lr: 1.07e-03
2022-08-20 23:31:43,589 INFO [train.py:958] (3/8) Computing validation loss
2022-08-20 23:31:57,443 INFO [train.py:967] (3/8) 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] (3/8) Epoch 2, batch 12050, libri_loss[loss=0.2672, simple_loss=0.3246, pruned_loss=0.1049, over 12283.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.04197, over 27.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3409, pruned_loss=0.09963, over 2471160.13 frames. utt_duration=596 frames, utt_pad_proportion=0.06165, over 16625.50 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3573, pruned_loss=0.104, over 2459851.97 frames. utt_duration=1254 frames, utt_pad_proportion=0.0582, over 7854.07 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3384, pruned_loss=0.09936, over 2471309.65 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06283, over 17546.31 utterances.], batch size: 27, lr: 1.07e-03
2022-08-20 23:35:20,513 INFO [train.py:927] (3/8) Epoch 2, batch 12100, giga_loss[loss=0.2344, simple_loss=0.3245, pruned_loss=0.07209, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.0425, over 34.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.339, pruned_loss=0.0989, over 2470941.62 frames. utt_duration=625.5 frames, utt_pad_proportion=0.06077, over 15839.52 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.3574, pruned_loss=0.1042, over 2459746.60 frames. utt_duration=1251 frames, utt_pad_proportion=0.05843, over 7874.32 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3366, pruned_loss=0.09845, over 2471316.31 frames. utt_duration=594.6 frames, utt_pad_proportion=0.0617, over 16666.33 utterances.], batch size: 34, lr: 1.07e-03
2022-08-20 23:37:01,615 INFO [train.py:927] (3/8) Epoch 2, batch 12150, giga_loss[loss=0.2934, simple_loss=0.3676, pruned_loss=0.1096, over 12387.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03897, over 113.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3419, pruned_loss=0.1001, over 2470884.43 frames. utt_duration=623.8 frames, utt_pad_proportion=0.05926, over 15881.11 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.358, pruned_loss=0.104, over 2459603.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05664, over 7818.10 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3386, pruned_loss=0.09969, over 2472006.86 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06088, over 17060.24 utterances.], batch size: 113, lr: 1.07e-03
2022-08-20 23:38:45,896 INFO [train.py:927] (3/8) Epoch 2, batch 12200, giga_loss[loss=0.2516, simple_loss=0.3308, pruned_loss=0.0862, over 12336.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03359, over 51.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3406, pruned_loss=0.09952, over 2470882.07 frames. utt_duration=619.3 frames, utt_pad_proportion=0.0637, over 15996.45 utterances.], libri_tot_loss[loss=0.2828, simple_loss=0.3578, pruned_loss=0.1039, over 2459471.88 frames. utt_duration=1262 frames, utt_pad_proportion=0.05574, over 7805.81 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3378, pruned_loss=0.09916, over 2472068.16 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06507, over 17077.02 utterances.], batch size: 51, lr: 1.07e-03
2022-08-20 23:40:27,732 INFO [train.py:927] (3/8) Epoch 2, batch 12250, giga_loss[loss=0.2533, simple_loss=0.3254, pruned_loss=0.09066, over 12195.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03377, over 39.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3373, pruned_loss=0.09767, over 2471254.38 frames. utt_duration=633.2 frames, utt_pad_proportion=0.06213, over 15648.75 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.3571, pruned_loss=0.1038, over 2459426.69 frames. utt_duration=1261 frames, utt_pad_proportion=0.0558, over 7807.76 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3353, pruned_loss=0.09746, over 2472416.68 frames. utt_duration=596 frames, utt_pad_proportion=0.06336, over 16635.24 utterances.], batch size: 39, lr: 1.07e-03
2022-08-20 23:42:09,946 INFO [train.py:927] (3/8) Epoch 2, batch 12300, giga_loss[loss=0.3085, simple_loss=0.3734, pruned_loss=0.1218, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04058, over 113.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3347, pruned_loss=0.09658, over 2471808.68 frames. utt_duration=606.8 frames, utt_pad_proportion=0.06713, over 16334.99 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3561, pruned_loss=0.1035, over 2459889.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.05434, over 7793.80 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3333, pruned_loss=0.09642, over 2472769.77 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06863, over 17443.63 utterances.], batch size: 113, lr: 1.07e-03
2022-08-20 23:43:50,616 INFO [train.py:927] (3/8) Epoch 2, batch 12350, giga_loss[loss=0.2823, simple_loss=0.3469, pruned_loss=0.1089, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04052, over 33.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.333, pruned_loss=0.09614, over 2471114.05 frames. utt_duration=627.9 frames, utt_pad_proportion=0.0666, over 15779.86 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3554, pruned_loss=0.1032, over 2460501.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05631, over 7829.36 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3316, pruned_loss=0.09599, over 2471805.01 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06726, over 16984.02 utterances.], batch size: 33, lr: 1.07e-03
2022-08-20 23:45:31,182 INFO [train.py:927] (3/8) Epoch 2, batch 12400, giga_loss[loss=0.2367, simple_loss=0.3107, pruned_loss=0.08133, over 12458.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3305, pruned_loss=0.09569, over 2471474.89 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06601, over 16159.10 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3554, pruned_loss=0.1034, over 2460770.10 frames. utt_duration=1246 frames, utt_pad_proportion=0.06105, over 7906.64 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3291, pruned_loss=0.09532, over 2471862.69 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06458, over 17110.45 utterances.], batch size: 98, lr: 1.07e-03
2022-08-20 23:47:13,470 INFO [train.py:927] (3/8) Epoch 2, batch 12450, giga_loss[loss=0.2403, simple_loss=0.3008, pruned_loss=0.0899, over 12353.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04745, over 31.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3265, pruned_loss=0.09347, over 2470797.84 frames. utt_duration=634.1 frames, utt_pad_proportion=0.06283, over 15623.65 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3551, pruned_loss=0.1032, over 2460925.01 frames. utt_duration=1239 frames, utt_pad_proportion=0.06418, over 7956.10 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3248, pruned_loss=0.09312, over 2471282.09 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06065, over 16580.50 utterances.], batch size: 31, lr: 1.07e-03
2022-08-20 23:48:55,402 INFO [train.py:927] (3/8) Epoch 2, batch 12500, giga_loss[loss=0.2695, simple_loss=0.3252, pruned_loss=0.1069, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03685, over 37.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.329, pruned_loss=0.09535, over 2471580.04 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06386, over 16614.57 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3555, pruned_loss=0.1034, over 2460824.91 frames. utt_duration=1242 frames, utt_pad_proportion=0.0631, over 7933.32 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3267, pruned_loss=0.09468, over 2472284.08 frames. utt_duration=564 frames, utt_pad_proportion=0.06261, over 17580.00 utterances.], batch size: 37, lr: 1.07e-03
2022-08-20 23:50:36,485 INFO [train.py:927] (3/8) Epoch 2, batch 12550, giga_loss[loss=0.2543, simple_loss=0.3316, pruned_loss=0.08854, over 12457.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0368, over 123.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3315, pruned_loss=0.09697, over 2472080.29 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06363, over 17315.57 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3557, pruned_loss=0.104, over 2461263.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.06243, over 7942.80 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3288, pruned_loss=0.0957, over 2472579.33 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06291, over 18349.65 utterances.], batch size: 123, lr: 1.06e-03
2022-08-20 23:52:18,810 INFO [train.py:927] (3/8) Epoch 2, batch 12600, libri_loss[loss=0.2578, simple_loss=0.3336, pruned_loss=0.09099, over 12238.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03534, over 27.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3317, pruned_loss=0.09643, over 2472006.86 frames. utt_duration=557.6 frames, utt_pad_proportion=0.063, over 17779.84 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3551, pruned_loss=0.1039, over 2460895.02 frames. utt_duration=1247 frames, utt_pad_proportion=0.06095, over 7903.18 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3293, pruned_loss=0.0952, over 2473080.70 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06305, over 18941.02 utterances.], batch size: 27, lr: 1.06e-03
2022-08-20 23:54:00,146 INFO [train.py:927] (3/8) Epoch 2, batch 12650, giga_loss[loss=0.251, simple_loss=0.3175, pruned_loss=0.09222, over 12381.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.331, pruned_loss=0.09631, over 2472134.36 frames. utt_duration=556.2 frames, utt_pad_proportion=0.0643, over 17825.54 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3548, pruned_loss=0.104, over 2461042.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.06012, over 7903.41 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3289, pruned_loss=0.09514, over 2473111.26 frames. utt_duration=523.1 frames, utt_pad_proportion=0.0646, over 18964.22 utterances.], batch size: 62, lr: 1.06e-03
2022-08-20 23:55:43,288 INFO [train.py:927] (3/8) Epoch 2, batch 12700, giga_loss[loss=0.2952, simple_loss=0.3631, pruned_loss=0.1137, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02738, over 54.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3337, pruned_loss=0.09773, over 2472356.59 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06477, over 17614.19 utterances.], libri_tot_loss[loss=0.2835, simple_loss=0.3569, pruned_loss=0.105, over 2461581.79 frames. utt_duration=1237 frames, utt_pad_proportion=0.06286, over 7970.46 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3293, pruned_loss=0.09566, over 2472947.45 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06386, over 18721.77 utterances.], batch size: 54, lr: 1.06e-03
2022-08-20 23:57:24,093 INFO [train.py:927] (3/8) Epoch 2, batch 12750, giga_loss[loss=0.3711, simple_loss=0.3927, pruned_loss=0.1747, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03453, over 80.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3408, pruned_loss=0.1046, over 2472578.39 frames. utt_duration=571 frames, utt_pad_proportion=0.06046, over 17367.98 utterances.], libri_tot_loss[loss=0.2856, simple_loss=0.3581, pruned_loss=0.1066, over 2462182.88 frames. utt_duration=1237 frames, utt_pad_proportion=0.06192, over 7974.53 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3355, pruned_loss=0.1013, over 2472839.32 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06031, over 18554.42 utterances.], batch size: 80, lr: 1.06e-03
2022-08-20 23:59:06,149 INFO [train.py:927] (3/8) Epoch 2, batch 12800, giga_loss[loss=0.4838, simple_loss=0.4594, pruned_loss=0.2541, over 12397.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07287, over 212.00 utterances.], tot_loss[loss=0.3115, simple_loss=0.3615, pruned_loss=0.1307, over 2472586.69 frames. utt_duration=593.8 frames, utt_pad_proportion=0.0559, over 16699.56 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3613, pruned_loss=0.1121, over 2461758.19 frames. utt_duration=1244 frames, utt_pad_proportion=0.06023, over 7924.57 utterances.], giga_tot_loss[loss=0.3002, simple_loss=0.354, pruned_loss=0.1232, over 2473545.89 frames. utt_duration=550.6 frames, utt_pad_proportion=0.05668, over 18017.79 utterances.], batch size: 212, lr: 1.06e-03
2022-08-21 00:00:48,495 INFO [train.py:927] (3/8) Epoch 2, batch 12850, giga_loss[loss=0.3935, simple_loss=0.4157, pruned_loss=0.1856, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04695, over 161.00 utterances.], tot_loss[loss=0.3271, simple_loss=0.3712, pruned_loss=0.1415, over 2472680.15 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05295, over 16558.45 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3623, pruned_loss=0.1141, over 2461768.15 frames. utt_duration=1240 frames, utt_pad_proportion=0.06038, over 7948.46 utterances.], giga_tot_loss[loss=0.3163, simple_loss=0.3644, pruned_loss=0.1341, over 2473576.86 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05368, over 17697.39 utterances.], batch size: 161, lr: 1.06e-03
2022-08-21 00:02:29,970 INFO [train.py:927] (3/8) Epoch 2, batch 12900, giga_loss[loss=0.4947, simple_loss=0.4579, pruned_loss=0.2657, over 12360.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1925, over 364.00 utterances.], tot_loss[loss=0.3332, simple_loss=0.3743, pruned_loss=0.1461, over 2472842.40 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05493, over 17059.51 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3633, pruned_loss=0.1162, over 2461688.56 frames. utt_duration=1242 frames, utt_pad_proportion=0.05992, over 7935.02 utterances.], giga_tot_loss[loss=0.3228, simple_loss=0.3682, pruned_loss=0.1387, over 2473713.17 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05554, over 18043.89 utterances.], batch size: 364, lr: 1.06e-03
2022-08-21 00:04:10,975 INFO [train.py:927] (3/8) Epoch 2, batch 12950, giga_loss[loss=0.3049, simple_loss=0.347, pruned_loss=0.1314, over 12355.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03194, over 51.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.3721, pruned_loss=0.1467, over 2473162.29 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05432, over 16581.20 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3652, pruned_loss=0.1205, over 2461621.10 frames. utt_duration=1234 frames, utt_pad_proportion=0.06314, over 7988.70 utterances.], giga_tot_loss[loss=0.3207, simple_loss=0.3657, pruned_loss=0.1379, over 2474214.46 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05351, over 17558.49 utterances.], batch size: 51, lr: 1.06e-03
2022-08-21 00:05:50,450 INFO [train.py:927] (3/8) Epoch 2, batch 13000, libri_loss[loss=0.3598, simple_loss=0.4311, pruned_loss=0.1443, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01233, over 40.00 utterances.], tot_loss[loss=0.3322, simple_loss=0.3736, pruned_loss=0.1454, over 2474134.77 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05753, over 17302.25 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.3664, pruned_loss=0.1216, over 2461904.81 frames. utt_duration=1236 frames, utt_pad_proportion=0.06214, over 7975.07 utterances.], giga_tot_loss[loss=0.3216, simple_loss=0.3676, pruned_loss=0.1379, over 2474917.07 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05712, over 18258.67 utterances.], batch size: 40, lr: 1.06e-03
2022-08-21 00:07:29,895 INFO [train.py:927] (3/8) Epoch 2, batch 13050, giga_loss[loss=0.3155, simple_loss=0.3531, pruned_loss=0.1389, over 12392.00 frames. utt_duration=973.2 frames, utt_pad_proportion=0.02871, over 51.00 utterances.], tot_loss[loss=0.3333, simple_loss=0.374, pruned_loss=0.1463, over 2474627.70 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06275, over 18100.14 utterances.], libri_tot_loss[loss=0.3064, simple_loss=0.3672, pruned_loss=0.1228, over 2462201.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.06145, over 7955.63 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3687, pruned_loss=0.1397, over 2475198.76 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06243, over 19044.21 utterances.], batch size: 51, lr: 1.06e-03
2022-08-21 00:09:13,423 INFO [train.py:927] (3/8) Epoch 2, batch 13100, giga_loss[loss=0.4766, simple_loss=0.4488, pruned_loss=0.2522, over 12400.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03856, over 105.00 utterances.], tot_loss[loss=0.3322, simple_loss=0.3722, pruned_loss=0.1461, over 2474247.58 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06282, over 18181.20 utterances.], libri_tot_loss[loss=0.3069, simple_loss=0.3671, pruned_loss=0.1233, over 2462197.07 frames. utt_duration=1244 frames, utt_pad_proportion=0.06092, over 7928.46 utterances.], giga_tot_loss[loss=0.3248, simple_loss=0.3681, pruned_loss=0.1407, over 2474869.27 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06276, over 19089.82 utterances.], batch size: 105, lr: 1.06e-03
2022-08-21 00:10:54,023 INFO [train.py:927] (3/8) Epoch 2, batch 13150, giga_loss[loss=0.2763, simple_loss=0.3322, pruned_loss=0.1102, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02752, over 45.00 utterances.], tot_loss[loss=0.3308, simple_loss=0.3713, pruned_loss=0.1451, over 2474666.59 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06065, over 17910.13 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3694, pruned_loss=0.125, over 2462633.37 frames. utt_duration=1251 frames, utt_pad_proportion=0.05936, over 7886.67 utterances.], giga_tot_loss[loss=0.323, simple_loss=0.3661, pruned_loss=0.14, over 2475171.22 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06134, over 19018.94 utterances.], batch size: 45, lr: 1.06e-03
2022-08-21 00:12:34,211 INFO [train.py:927] (3/8) Epoch 2, batch 13200, giga_loss[loss=0.2852, simple_loss=0.3346, pruned_loss=0.1179, over 12382.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02614, over 66.00 utterances.], tot_loss[loss=0.324, simple_loss=0.3661, pruned_loss=0.141, over 2474395.43 frames. utt_duration=552.2 frames, utt_pad_proportion=0.05727, over 17973.48 utterances.], libri_tot_loss[loss=0.3109, simple_loss=0.3699, pruned_loss=0.1259, over 2462665.09 frames. utt_duration=1252 frames, utt_pad_proportion=0.0588, over 7879.44 utterances.], giga_tot_loss[loss=0.3172, simple_loss=0.3615, pruned_loss=0.1364, over 2474910.10 frames. utt_duration=523.2 frames, utt_pad_proportion=0.05818, over 18976.86 utterances.], batch size: 66, lr: 1.06e-03
2022-08-21 00:14:13,778 INFO [train.py:927] (3/8) Epoch 2, batch 13250, giga_loss[loss=0.2682, simple_loss=0.3307, pruned_loss=0.1029, over 12446.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.0311, over 55.00 utterances.], tot_loss[loss=0.3159, simple_loss=0.3598, pruned_loss=0.136, over 2474550.20 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05607, over 17677.47 utterances.], libri_tot_loss[loss=0.3122, simple_loss=0.3705, pruned_loss=0.127, over 2462876.78 frames. utt_duration=1254 frames, utt_pad_proportion=0.05796, over 7864.00 utterances.], giga_tot_loss[loss=0.3094, simple_loss=0.3555, pruned_loss=0.1316, over 2474971.08 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05716, over 18669.14 utterances.], batch size: 55, lr: 1.06e-03
2022-08-21 00:15:56,054 INFO [train.py:927] (3/8) Epoch 2, batch 13300, giga_loss[loss=0.285, simple_loss=0.3518, pruned_loss=0.1091, over 12320.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.0285, over 74.00 utterances.], tot_loss[loss=0.3153, simple_loss=0.36, pruned_loss=0.1353, over 2475330.64 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05807, over 18094.96 utterances.], libri_tot_loss[loss=0.3144, simple_loss=0.3715, pruned_loss=0.1286, over 2463212.63 frames. utt_duration=1257 frames, utt_pad_proportion=0.05715, over 7846.86 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.3555, pruned_loss=0.1305, over 2475581.01 frames. utt_duration=520.8 frames, utt_pad_proportion=0.05908, over 19069.36 utterances.], batch size: 74, lr: 1.06e-03
2022-08-21 00:17:37,713 INFO [train.py:927] (3/8) Epoch 2, batch 13350, giga_loss[loss=0.2904, simple_loss=0.3518, pruned_loss=0.1146, over 12399.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02881, over 58.00 utterances.], tot_loss[loss=0.3139, simple_loss=0.3611, pruned_loss=0.1334, over 2474568.63 frames. utt_duration=575 frames, utt_pad_proportion=0.05458, over 17259.36 utterances.], libri_tot_loss[loss=0.3154, simple_loss=0.3723, pruned_loss=0.1293, over 2463187.29 frames. utt_duration=1260 frames, utt_pad_proportion=0.05606, over 7826.86 utterances.], giga_tot_loss[loss=0.3074, simple_loss=0.3566, pruned_loss=0.1291, over 2475055.24 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05601, over 18279.12 utterances.], batch size: 58, lr: 1.05e-03
2022-08-21 00:19:25,287 INFO [train.py:927] (3/8) Epoch 2, batch 13400, giga_loss[loss=0.2881, simple_loss=0.3399, pruned_loss=0.1181, over 12087.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.0364, over 30.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3615, pruned_loss=0.1322, over 2473916.94 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05254, over 16642.61 utterances.], libri_tot_loss[loss=0.3163, simple_loss=0.3727, pruned_loss=0.1299, over 2463311.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05579, over 7842.99 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3573, pruned_loss=0.1283, over 2474462.31 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05392, over 17651.19 utterances.], batch size: 30, lr: 1.05e-03
2022-08-21 00:21:10,917 INFO [train.py:927] (3/8) Epoch 2, batch 13450, libri_loss[loss=0.327, simple_loss=0.3733, pruned_loss=0.1403, over 12385.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009484, over 38.00 utterances.], tot_loss[loss=0.322, simple_loss=0.3683, pruned_loss=0.1378, over 2473468.23 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05569, over 16912.30 utterances.], libri_tot_loss[loss=0.3174, simple_loss=0.3734, pruned_loss=0.1307, over 2463307.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05486, over 7827.97 utterances.], giga_tot_loss[loss=0.3162, simple_loss=0.3642, pruned_loss=0.1341, over 2474148.17 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05699, over 17936.21 utterances.], batch size: 38, lr: 1.05e-03
2022-08-21 00:22:54,705 INFO [train.py:927] (3/8) Epoch 2, batch 13500, libri_loss[loss=0.3274, simple_loss=0.3539, pruned_loss=0.1504, over 12462.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005224, over 35.00 utterances.], tot_loss[loss=0.3297, simple_loss=0.3749, pruned_loss=0.1423, over 2474217.21 frames. utt_duration=565 frames, utt_pad_proportion=0.05333, over 17563.10 utterances.], libri_tot_loss[loss=0.3178, simple_loss=0.3734, pruned_loss=0.1311, over 2463641.57 frames. utt_duration=1259 frames, utt_pad_proportion=0.05444, over 7835.49 utterances.], giga_tot_loss[loss=0.325, simple_loss=0.3716, pruned_loss=0.1392, over 2474594.07 frames. utt_duration=536.8 frames, utt_pad_proportion=0.0546, over 18490.16 utterances.], batch size: 35, lr: 1.05e-03
2022-08-21 00:24:39,389 INFO [train.py:927] (3/8) Epoch 2, batch 13550, libri_loss[loss=0.268, simple_loss=0.3265, pruned_loss=0.1047, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006477, over 32.00 utterances.], tot_loss[loss=0.3396, simple_loss=0.382, pruned_loss=0.1486, over 2474164.96 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05499, over 18006.56 utterances.], libri_tot_loss[loss=0.3178, simple_loss=0.373, pruned_loss=0.1313, over 2464061.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.05399, over 7830.47 utterances.], giga_tot_loss[loss=0.3364, simple_loss=0.38, pruned_loss=0.1464, over 2474357.30 frames. utt_duration=520.9 frames, utt_pad_proportion=0.05609, over 19053.15 utterances.], batch size: 32, lr: 1.05e-03
2022-08-21 00:26:23,050 INFO [train.py:927] (3/8) Epoch 2, batch 13600, giga_loss[loss=0.2975, simple_loss=0.359, pruned_loss=0.118, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.3432, simple_loss=0.3842, pruned_loss=0.1511, over 2474963.97 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06137, over 18377.18 utterances.], libri_tot_loss[loss=0.3172, simple_loss=0.3718, pruned_loss=0.1312, over 2464234.35 frames. utt_duration=1269 frames, utt_pad_proportion=0.05273, over 7777.04 utterances.], giga_tot_loss[loss=0.3422, simple_loss=0.3841, pruned_loss=0.1502, over 2475386.82 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06242, over 19697.03 utterances.], batch size: 80, lr: 1.05e-03
2022-08-21 00:28:09,964 INFO [train.py:927] (3/8) Epoch 2, batch 13650, giga_loss[loss=0.2693, simple_loss=0.334, pruned_loss=0.1023, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02451, over 48.00 utterances.], tot_loss[loss=0.3493, simple_loss=0.3882, pruned_loss=0.1552, over 2475499.94 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07627, over 19958.84 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.3728, pruned_loss=0.1322, over 2464566.55 frames. utt_duration=1264 frames, utt_pad_proportion=0.05252, over 7808.16 utterances.], giga_tot_loss[loss=0.3481, simple_loss=0.3877, pruned_loss=0.1542, over 2475901.17 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07653, over 21396.38 utterances.], batch size: 48, lr: 1.05e-03
2022-08-21 00:30:01,422 INFO [train.py:927] (3/8) Epoch 2, batch 13700, giga_loss[loss=0.3614, simple_loss=0.4006, pruned_loss=0.1611, over 12367.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04653, over 146.00 utterances.], tot_loss[loss=0.3532, simple_loss=0.392, pruned_loss=0.1572, over 2475755.43 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07843, over 20595.31 utterances.], libri_tot_loss[loss=0.3187, simple_loss=0.373, pruned_loss=0.1323, over 2464956.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.05159, over 7814.90 utterances.], giga_tot_loss[loss=0.353, simple_loss=0.3919, pruned_loss=0.1571, over 2476012.02 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07903, over 22073.08 utterances.], batch size: 146, lr: 1.05e-03
2022-08-21 00:31:48,076 INFO [train.py:927] (3/8) Epoch 2, batch 13750, libri_loss[loss=0.3885, simple_loss=0.4124, pruned_loss=0.1823, over 12318.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.0552, over 51.00 utterances.], tot_loss[loss=0.3491, simple_loss=0.3889, pruned_loss=0.1546, over 2475177.08 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07529, over 20650.39 utterances.], libri_tot_loss[loss=0.318, simple_loss=0.3721, pruned_loss=0.132, over 2464709.04 frames. utt_duration=1263 frames, utt_pad_proportion=0.0513, over 7815.91 utterances.], giga_tot_loss[loss=0.3508, simple_loss=0.3903, pruned_loss=0.1556, over 2476002.29 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07641, over 22316.97 utterances.], batch size: 51, lr: 1.05e-03
2022-08-21 00:33:31,929 INFO [train.py:927] (3/8) Epoch 2, batch 13800, giga_loss[loss=0.3588, simple_loss=0.3961, pruned_loss=0.1608, over 12408.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06321, over 183.00 utterances.], tot_loss[loss=0.3472, simple_loss=0.3888, pruned_loss=0.1528, over 2474932.72 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08026, over 21959.19 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.3727, pruned_loss=0.1323, over 2464949.46 frames. utt_duration=1252 frames, utt_pad_proportion=0.05548, over 7887.87 utterances.], giga_tot_loss[loss=0.3484, simple_loss=0.3895, pruned_loss=0.1536, over 2475508.31 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07979, over 23388.12 utterances.], batch size: 183, lr: 1.05e-03
2022-08-21 00:35:16,520 INFO [train.py:927] (3/8) Epoch 2, batch 13850, libri_loss[loss=0.2711, simple_loss=0.3256, pruned_loss=0.1083, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006525, over 32.00 utterances.], tot_loss[loss=0.3446, simple_loss=0.3881, pruned_loss=0.1506, over 2474836.28 frames. utt_duration=442.1 frames, utt_pad_proportion=0.0817, over 22466.49 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.3729, pruned_loss=0.1322, over 2464800.24 frames. utt_duration=1242 frames, utt_pad_proportion=0.05979, over 7950.44 utterances.], giga_tot_loss[loss=0.3468, simple_loss=0.3893, pruned_loss=0.1522, over 2475867.20 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08045, over 24173.16 utterances.], batch size: 32, lr: 1.05e-03
2022-08-21 00:37:06,277 INFO [train.py:927] (3/8) Epoch 2, batch 13900, giga_loss[loss=0.2523, simple_loss=0.3282, pruned_loss=0.0882, over 12361.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02904, over 70.00 utterances.], tot_loss[loss=0.3355, simple_loss=0.3827, pruned_loss=0.1442, over 2474854.69 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07784, over 22040.93 utterances.], libri_tot_loss[loss=0.3176, simple_loss=0.3718, pruned_loss=0.1317, over 2464864.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.05969, over 7975.68 utterances.], giga_tot_loss[loss=0.339, simple_loss=0.385, pruned_loss=0.1464, over 2476007.27 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07734, over 23906.39 utterances.], batch size: 70, lr: 1.05e-03
2022-08-21 00:38:50,507 INFO [train.py:927] (3/8) Epoch 2, batch 13950, giga_loss[loss=0.3087, simple_loss=0.3649, pruned_loss=0.1263, over 12354.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02818, over 66.00 utterances.], tot_loss[loss=0.3289, simple_loss=0.3785, pruned_loss=0.1397, over 2474369.81 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07745, over 21374.26 utterances.], libri_tot_loss[loss=0.3184, simple_loss=0.3723, pruned_loss=0.1323, over 2465324.87 frames. utt_duration=1217 frames, utt_pad_proportion=0.06706, over 8114.51 utterances.], giga_tot_loss[loss=0.3313, simple_loss=0.3802, pruned_loss=0.1413, over 2475160.90 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07488, over 23204.16 utterances.], batch size: 66, lr: 1.05e-03
2022-08-21 00:40:35,667 INFO [train.py:927] (3/8) Epoch 2, batch 14000, giga_loss[loss=0.267, simple_loss=0.3299, pruned_loss=0.1021, over 12414.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04992, over 34.00 utterances.], tot_loss[loss=0.3234, simple_loss=0.3759, pruned_loss=0.1355, over 2474255.40 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07749, over 20957.15 utterances.], libri_tot_loss[loss=0.319, simple_loss=0.3736, pruned_loss=0.1321, over 2465459.27 frames. utt_duration=1223 frames, utt_pad_proportion=0.06506, over 8070.80 utterances.], giga_tot_loss[loss=0.3251, simple_loss=0.3762, pruned_loss=0.137, over 2475091.49 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07611, over 22944.27 utterances.], batch size: 34, lr: 1.05e-03
2022-08-21 00:42:25,720 INFO [train.py:927] (3/8) Epoch 2, batch 14050, giga_loss[loss=0.2915, simple_loss=0.3503, pruned_loss=0.1163, over 12345.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02412, over 45.00 utterances.], tot_loss[loss=0.3185, simple_loss=0.3723, pruned_loss=0.1323, over 2474946.42 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07678, over 20988.75 utterances.], libri_tot_loss[loss=0.3179, simple_loss=0.3728, pruned_loss=0.1315, over 2465956.74 frames. utt_duration=1222 frames, utt_pad_proportion=0.06479, over 8083.27 utterances.], giga_tot_loss[loss=0.3209, simple_loss=0.3734, pruned_loss=0.1342, over 2475365.37 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07589, over 22848.94 utterances.], batch size: 45, lr: 1.05e-03
2022-08-21 00:44:18,086 INFO [train.py:927] (3/8) Epoch 2, batch 14100, giga_loss[loss=0.2784, simple_loss=0.3659, pruned_loss=0.09547, over 12335.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02851, over 66.00 utterances.], tot_loss[loss=0.3126, simple_loss=0.3695, pruned_loss=0.1279, over 2474249.35 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07234, over 20018.31 utterances.], libri_tot_loss[loss=0.3176, simple_loss=0.3723, pruned_loss=0.1315, over 2465768.34 frames. utt_duration=1224 frames, utt_pad_proportion=0.0641, over 8069.13 utterances.], giga_tot_loss[loss=0.3147, simple_loss=0.3707, pruned_loss=0.1293, over 2475002.11 frames. utt_duration=453 frames, utt_pad_proportion=0.07227, over 21924.95 utterances.], batch size: 66, lr: 1.04e-03
2022-08-21 00:46:07,268 INFO [train.py:927] (3/8) Epoch 2, batch 14150, giga_loss[loss=0.3155, simple_loss=0.3774, pruned_loss=0.1268, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03242, over 123.00 utterances.], tot_loss[loss=0.31, simple_loss=0.3686, pruned_loss=0.1257, over 2475044.17 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06949, over 19719.65 utterances.], libri_tot_loss[loss=0.317, simple_loss=0.3716, pruned_loss=0.1312, over 2466025.19 frames. utt_duration=1217 frames, utt_pad_proportion=0.06736, over 8117.74 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.37, pruned_loss=0.127, over 2475613.43 frames. utt_duration=462.9 frames, utt_pad_proportion=0.06844, over 21458.66 utterances.], batch size: 123, lr: 1.04e-03
2022-08-21 00:47:55,682 INFO [train.py:927] (3/8) Epoch 2, batch 14200, giga_loss[loss=0.2911, simple_loss=0.3503, pruned_loss=0.116, over 12279.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02665, over 54.00 utterances.], tot_loss[loss=0.3078, simple_loss=0.3661, pruned_loss=0.1248, over 2474063.25 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07483, over 19783.95 utterances.], libri_tot_loss[loss=0.3164, simple_loss=0.3709, pruned_loss=0.131, over 2465674.73 frames. utt_duration=1218 frames, utt_pad_proportion=0.06678, over 8108.17 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3678, pruned_loss=0.1258, over 2475066.56 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07385, over 21505.25 utterances.], batch size: 54, lr: 1.04e-03
2022-08-21 00:49:42,977 INFO [train.py:927] (3/8) Epoch 2, batch 14250, giga_loss[loss=0.28, simple_loss=0.3498, pruned_loss=0.1051, over 12359.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03178, over 85.00 utterances.], tot_loss[loss=0.3066, simple_loss=0.3637, pruned_loss=0.1247, over 2473969.87 frames. utt_duration=508 frames, utt_pad_proportion=0.07781, over 19534.94 utterances.], libri_tot_loss[loss=0.317, simple_loss=0.371, pruned_loss=0.1315, over 2465753.31 frames. utt_duration=1208 frames, utt_pad_proportion=0.07036, over 8173.34 utterances.], giga_tot_loss[loss=0.3074, simple_loss=0.3648, pruned_loss=0.1249, over 2474842.36 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07578, over 21046.14 utterances.], batch size: 85, lr: 1.04e-03
2022-08-21 00:51:31,247 INFO [train.py:927] (3/8) Epoch 2, batch 14300, libri_loss[loss=0.3197, simple_loss=0.3713, pruned_loss=0.134, over 12295.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006017, over 35.00 utterances.], tot_loss[loss=0.3046, simple_loss=0.3633, pruned_loss=0.1229, over 2474297.31 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07533, over 19506.47 utterances.], libri_tot_loss[loss=0.3164, simple_loss=0.3707, pruned_loss=0.131, over 2466131.64 frames. utt_duration=1213 frames, utt_pad_proportion=0.06883, over 8141.47 utterances.], giga_tot_loss[loss=0.3055, simple_loss=0.3643, pruned_loss=0.1234, over 2474886.99 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07449, over 21074.05 utterances.], batch size: 35, lr: 1.04e-03
2022-08-21 00:53:18,086 INFO [train.py:927] (3/8) Epoch 2, batch 14350, libri_loss[loss=0.4061, simple_loss=0.4333, pruned_loss=0.1895, over 12297.00 frames. utt_duration=947.4 frames, utt_pad_proportion=0.08373, over 52.00 utterances.], tot_loss[loss=0.3039, simple_loss=0.3625, pruned_loss=0.1226, over 2474379.19 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07677, over 20049.55 utterances.], libri_tot_loss[loss=0.3165, simple_loss=0.3707, pruned_loss=0.1311, over 2466077.21 frames. utt_duration=1214 frames, utt_pad_proportion=0.06814, over 8135.81 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3632, pruned_loss=0.1227, over 2475041.01 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0763, over 21500.98 utterances.], batch size: 52, lr: 1.04e-03
2022-08-21 00:55:02,735 INFO [train.py:927] (3/8) Epoch 2, batch 14400, giga_loss[loss=0.2948, simple_loss=0.3557, pruned_loss=0.117, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3616, pruned_loss=0.1226, over 2474924.83 frames. utt_duration=503 frames, utt_pad_proportion=0.07306, over 19737.67 utterances.], libri_tot_loss[loss=0.3169, simple_loss=0.3707, pruned_loss=0.1315, over 2466223.14 frames. utt_duration=1208 frames, utt_pad_proportion=0.07032, over 8173.77 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3618, pruned_loss=0.122, over 2475621.26 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07214, over 21301.80 utterances.], batch size: 62, lr: 1.04e-03
2022-08-21 00:56:47,280 INFO [train.py:927] (3/8) Epoch 2, batch 14450, giga_loss[loss=0.262, simple_loss=0.3307, pruned_loss=0.09669, over 12459.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03426, over 98.00 utterances.], tot_loss[loss=0.3012, simple_loss=0.3595, pruned_loss=0.1214, over 2475378.15 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06799, over 19407.34 utterances.], libri_tot_loss[loss=0.3161, simple_loss=0.37, pruned_loss=0.1311, over 2466639.09 frames. utt_duration=1212 frames, utt_pad_proportion=0.06871, over 8148.79 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.36, pruned_loss=0.121, over 2475784.28 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06814, over 21005.62 utterances.], batch size: 98, lr: 1.04e-03
2022-08-21 00:58:33,141 INFO [train.py:927] (3/8) Epoch 2, batch 14500, giga_loss[loss=0.3028, simple_loss=0.3579, pruned_loss=0.1239, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03732, over 105.00 utterances.], tot_loss[loss=0.2992, simple_loss=0.3573, pruned_loss=0.1206, over 2474768.83 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06955, over 19447.84 utterances.], libri_tot_loss[loss=0.3156, simple_loss=0.3693, pruned_loss=0.1309, over 2466440.42 frames. utt_duration=1203 frames, utt_pad_proportion=0.07236, over 8208.53 utterances.], giga_tot_loss[loss=0.2992, simple_loss=0.358, pruned_loss=0.1202, over 2475508.27 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06824, over 20973.74 utterances.], batch size: 105, lr: 1.04e-03
2022-08-21 01:00:17,595 INFO [train.py:927] (3/8) Epoch 2, batch 14550, libri_loss[loss=0.3227, simple_loss=0.3746, pruned_loss=0.1354, over 12235.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005502, over 31.00 utterances.], tot_loss[loss=0.2985, simple_loss=0.3568, pruned_loss=0.12, over 2474431.25 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06991, over 19669.49 utterances.], libri_tot_loss[loss=0.3153, simple_loss=0.3692, pruned_loss=0.1307, over 2466430.83 frames. utt_duration=1207 frames, utt_pad_proportion=0.07155, over 8184.67 utterances.], giga_tot_loss[loss=0.2982, simple_loss=0.3572, pruned_loss=0.1197, over 2475221.90 frames. utt_duration=469.1 frames, utt_pad_proportion=0.0691, over 21170.41 utterances.], batch size: 31, lr: 1.04e-03
2022-08-21 01:02:01,521 INFO [train.py:927] (3/8) Epoch 2, batch 14600, giga_loss[loss=0.3192, simple_loss=0.3693, pruned_loss=0.1345, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03681, over 40.00 utterances.], tot_loss[loss=0.296, simple_loss=0.3555, pruned_loss=0.1182, over 2473796.54 frames. utt_duration=512 frames, utt_pad_proportion=0.07143, over 19382.44 utterances.], libri_tot_loss[loss=0.3138, simple_loss=0.3678, pruned_loss=0.1299, over 2466154.03 frames. utt_duration=1216 frames, utt_pad_proportion=0.06953, over 8121.48 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3566, pruned_loss=0.1182, over 2474985.33 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07145, over 21089.94 utterances.], batch size: 40, lr: 1.04e-03
2022-08-21 01:03:50,867 INFO [train.py:927] (3/8) Epoch 2, batch 14650, giga_loss[loss=0.2855, simple_loss=0.3523, pruned_loss=0.1094, over 12382.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02736, over 70.00 utterances.], tot_loss[loss=0.295, simple_loss=0.3549, pruned_loss=0.1175, over 2473065.41 frames. utt_duration=511.2 frames, utt_pad_proportion=0.07213, over 19406.95 utterances.], libri_tot_loss[loss=0.3129, simple_loss=0.3671, pruned_loss=0.1294, over 2465736.26 frames. utt_duration=1220 frames, utt_pad_proportion=0.0681, over 8093.16 utterances.], giga_tot_loss[loss=0.2957, simple_loss=0.3561, pruned_loss=0.1177, over 2474577.93 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07267, over 21107.51 utterances.], batch size: 70, lr: 1.04e-03
2022-08-21 01:05:37,594 INFO [train.py:927] (3/8) Epoch 2, batch 14700, libri_loss[loss=0.3802, simple_loss=0.4125, pruned_loss=0.1739, over 12359.00 frames. utt_duration=397 frames, utt_pad_proportion=0.3796, over 125.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.3566, pruned_loss=0.1196, over 2473464.72 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07297, over 19833.34 utterances.], libri_tot_loss[loss=0.3129, simple_loss=0.367, pruned_loss=0.1294, over 2465757.60 frames. utt_duration=1211 frames, utt_pad_proportion=0.07126, over 8152.64 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3573, pruned_loss=0.1193, over 2474961.78 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07216, over 21575.30 utterances.], batch size: 125, lr: 1.04e-03
2022-08-21 01:07:20,762 INFO [train.py:927] (3/8) Epoch 2, batch 14750, giga_loss[loss=0.4305, simple_loss=0.4533, pruned_loss=0.2039, over 12349.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3578, pruned_loss=0.1219, over 2473805.77 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07292, over 20364.19 utterances.], libri_tot_loss[loss=0.3113, simple_loss=0.3656, pruned_loss=0.1285, over 2465496.37 frames. utt_duration=1220 frames, utt_pad_proportion=0.06907, over 8093.13 utterances.], giga_tot_loss[loss=0.3017, simple_loss=0.3593, pruned_loss=0.1221, over 2475573.90 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07303, over 22327.58 utterances.], batch size: 356, lr: 1.04e-03
2022-08-21 01:09:06,089 INFO [train.py:927] (3/8) Epoch 2, batch 14800, giga_loss[loss=0.2676, simple_loss=0.3343, pruned_loss=0.1005, over 12457.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03678, over 105.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3585, pruned_loss=0.1226, over 2474384.78 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07551, over 20775.51 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.3653, pruned_loss=0.1284, over 2465642.24 frames. utt_duration=1226 frames, utt_pad_proportion=0.0679, over 8056.06 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3598, pruned_loss=0.1228, over 2475856.07 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07585, over 22665.08 utterances.], batch size: 105, lr: 1.04e-03
2022-08-21 01:10:50,008 INFO [train.py:927] (3/8) Epoch 2, batch 14850, giga_loss[loss=0.3181, simple_loss=0.383, pruned_loss=0.1266, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.0453, over 31.00 utterances.], tot_loss[loss=0.298, simple_loss=0.3565, pruned_loss=0.1197, over 2474306.96 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07352, over 20694.98 utterances.], libri_tot_loss[loss=0.3113, simple_loss=0.3654, pruned_loss=0.1286, over 2465632.51 frames. utt_duration=1224 frames, utt_pad_proportion=0.06782, over 8068.99 utterances.], giga_tot_loss[loss=0.2983, simple_loss=0.3573, pruned_loss=0.1197, over 2475597.37 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07401, over 22347.03 utterances.], batch size: 31, lr: 1.04e-03
2022-08-21 01:12:36,850 INFO [train.py:927] (3/8) Epoch 2, batch 14900, giga_loss[loss=0.3552, simple_loss=0.387, pruned_loss=0.1618, over 12408.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3532, pruned_loss=0.1176, over 2474276.46 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07315, over 20173.74 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3654, pruned_loss=0.1285, over 2465732.98 frames. utt_duration=1223 frames, utt_pad_proportion=0.06766, over 8071.24 utterances.], giga_tot_loss[loss=0.2944, simple_loss=0.3537, pruned_loss=0.1175, over 2475280.70 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07365, over 21577.85 utterances.], batch size: 133, lr: 1.03e-03
2022-08-21 01:14:20,349 INFO [train.py:927] (3/8) Epoch 2, batch 14950, giga_loss[loss=0.2778, simple_loss=0.347, pruned_loss=0.1043, over 12412.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03962, over 105.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3542, pruned_loss=0.1185, over 2474638.92 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07201, over 19888.18 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3649, pruned_loss=0.1282, over 2465855.70 frames. utt_duration=1230 frames, utt_pad_proportion=0.06631, over 8031.51 utterances.], giga_tot_loss[loss=0.2959, simple_loss=0.3549, pruned_loss=0.1184, over 2475572.70 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07302, over 21379.41 utterances.], batch size: 105, lr: 1.03e-03
2022-08-21 01:16:10,407 INFO [train.py:927] (3/8) Epoch 2, batch 15000, giga_loss[loss=0.2731, simple_loss=0.3475, pruned_loss=0.09938, over 12321.00 frames. utt_duration=914.3 frames, utt_pad_proportion=0.02323, over 54.00 utterances.], tot_loss[loss=0.2985, simple_loss=0.3594, pruned_loss=0.1188, over 2474317.59 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07336, over 20155.27 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.3656, pruned_loss=0.1282, over 2465779.22 frames. utt_duration=1231 frames, utt_pad_proportion=0.06556, over 8023.93 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.359, pruned_loss=0.1186, over 2475287.00 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0744, over 21566.45 utterances.], batch size: 54, lr: 1.03e-03
2022-08-21 01:16:10,408 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 01:16:24,137 INFO [train.py:967] (3/8) 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 01:18:07,204 INFO [train.py:927] (3/8) Epoch 2, batch 15050, giga_loss[loss=0.3147, simple_loss=0.3737, pruned_loss=0.1278, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02744, over 91.00 utterances.], tot_loss[loss=0.3025, simple_loss=0.3631, pruned_loss=0.1209, over 2474131.66 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07958, over 20478.28 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.3673, pruned_loss=0.1285, over 2465717.83 frames. utt_duration=1229 frames, utt_pad_proportion=0.0653, over 8033.37 utterances.], giga_tot_loss[loss=0.3008, simple_loss=0.3611, pruned_loss=0.1203, over 2475259.11 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08022, over 22003.49 utterances.], batch size: 91, lr: 1.03e-03
2022-08-21 01:19:53,164 INFO [train.py:927] (3/8) Epoch 2, batch 15100, giga_loss[loss=0.3913, simple_loss=0.4191, pruned_loss=0.1817, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07211, over 212.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3624, pruned_loss=0.1217, over 2474170.16 frames. utt_duration=493 frames, utt_pad_proportion=0.08033, over 20132.51 utterances.], libri_tot_loss[loss=0.312, simple_loss=0.3671, pruned_loss=0.1285, over 2465617.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06407, over 8003.79 utterances.], giga_tot_loss[loss=0.3014, simple_loss=0.3609, pruned_loss=0.1209, over 2475357.00 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08137, over 21659.66 utterances.], batch size: 212, lr: 1.03e-03
2022-08-21 01:21:38,434 INFO [train.py:927] (3/8) Epoch 2, batch 15150, giga_loss[loss=0.266, simple_loss=0.3322, pruned_loss=0.09993, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03399, over 80.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3599, pruned_loss=0.1216, over 2474213.93 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07997, over 20005.22 utterances.], libri_tot_loss[loss=0.3119, simple_loss=0.3668, pruned_loss=0.1285, over 2465673.20 frames. utt_duration=1236 frames, utt_pad_proportion=0.06337, over 7990.86 utterances.], giga_tot_loss[loss=0.3004, simple_loss=0.3589, pruned_loss=0.121, over 2475213.18 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08115, over 21387.90 utterances.], batch size: 80, lr: 1.03e-03
2022-08-21 01:23:25,790 INFO [train.py:927] (3/8) Epoch 2, batch 15200, giga_loss[loss=0.2976, simple_loss=0.3573, pruned_loss=0.1189, over 12373.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03089, over 58.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3588, pruned_loss=0.1219, over 2474643.75 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07831, over 19570.73 utterances.], libri_tot_loss[loss=0.3124, simple_loss=0.3667, pruned_loss=0.129, over 2466028.11 frames. utt_duration=1234 frames, utt_pad_proportion=0.06311, over 8005.06 utterances.], giga_tot_loss[loss=0.2997, simple_loss=0.3579, pruned_loss=0.1207, over 2475276.87 frames. utt_duration=476 frames, utt_pad_proportion=0.07958, over 20863.96 utterances.], batch size: 58, lr: 1.03e-03
2022-08-21 01:25:13,303 INFO [train.py:927] (3/8) Epoch 2, batch 15250, giga_loss[loss=0.3134, simple_loss=0.3661, pruned_loss=0.1303, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02686, over 48.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3593, pruned_loss=0.1233, over 2475105.90 frames. utt_duration=491 frames, utt_pad_proportion=0.07892, over 20225.41 utterances.], libri_tot_loss[loss=0.3128, simple_loss=0.3671, pruned_loss=0.1292, over 2466101.05 frames. utt_duration=1232 frames, utt_pad_proportion=0.06308, over 8015.78 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3581, pruned_loss=0.1221, over 2475642.68 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07996, over 21390.78 utterances.], batch size: 48, lr: 1.03e-03
2022-08-21 01:27:01,774 INFO [train.py:927] (3/8) Epoch 2, batch 15300, giga_loss[loss=0.3196, simple_loss=0.385, pruned_loss=0.1271, over 12401.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.3582, pruned_loss=0.122, over 2474209.73 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07888, over 20476.77 utterances.], libri_tot_loss[loss=0.3132, simple_loss=0.3677, pruned_loss=0.1293, over 2465775.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.06242, over 7989.70 utterances.], giga_tot_loss[loss=0.2991, simple_loss=0.3566, pruned_loss=0.1208, over 2475067.04 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07999, over 21593.72 utterances.], batch size: 133, lr: 1.03e-03
2022-08-21 01:28:48,170 INFO [train.py:927] (3/8) Epoch 2, batch 15350, giga_loss[loss=0.3197, simple_loss=0.3794, pruned_loss=0.13, over 12405.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03783, over 113.00 utterances.], tot_loss[loss=0.3038, simple_loss=0.3605, pruned_loss=0.1236, over 2475170.19 frames. utt_duration=481.6 frames, utt_pad_proportion=0.0835, over 20619.07 utterances.], libri_tot_loss[loss=0.3135, simple_loss=0.3678, pruned_loss=0.1297, over 2466512.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.06519, over 8041.77 utterances.], giga_tot_loss[loss=0.3016, simple_loss=0.359, pruned_loss=0.1221, over 2475418.86 frames. utt_duration=455.4 frames, utt_pad_proportion=0.08344, over 21814.10 utterances.], batch size: 113, lr: 1.03e-03
2022-08-21 01:30:38,284 INFO [train.py:927] (3/8) Epoch 2, batch 15400, giga_loss[loss=0.2751, simple_loss=0.3618, pruned_loss=0.09422, over 12469.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03004, over 75.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3599, pruned_loss=0.1223, over 2475317.58 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07997, over 19816.56 utterances.], libri_tot_loss[loss=0.3128, simple_loss=0.3669, pruned_loss=0.1293, over 2466861.38 frames. utt_duration=1223 frames, utt_pad_proportion=0.06735, over 8078.21 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.359, pruned_loss=0.1211, over 2475624.16 frames. utt_duration=465 frames, utt_pad_proportion=0.07977, over 21364.76 utterances.], batch size: 75, lr: 1.03e-03
2022-08-21 01:32:22,377 INFO [train.py:927] (3/8) Epoch 2, batch 15450, giga_loss[loss=0.293, simple_loss=0.3675, pruned_loss=0.1092, over 12336.00 frames. utt_duration=626.1 frames, utt_pad_proportion=0.02775, over 79.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3606, pruned_loss=0.1201, over 2475197.51 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07549, over 19114.46 utterances.], libri_tot_loss[loss=0.3125, simple_loss=0.3665, pruned_loss=0.1293, over 2466926.92 frames. utt_duration=1227 frames, utt_pad_proportion=0.06589, over 8054.93 utterances.], giga_tot_loss[loss=0.2991, simple_loss=0.3601, pruned_loss=0.119, over 2475655.90 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07624, over 20685.61 utterances.], batch size: 79, lr: 1.03e-03
2022-08-21 01:34:08,296 INFO [train.py:927] (3/8) Epoch 2, batch 15500, giga_loss[loss=0.4102, simple_loss=0.4297, pruned_loss=0.1953, over 12374.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0671, over 212.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3638, pruned_loss=0.1224, over 2475237.26 frames. utt_duration=520.7 frames, utt_pad_proportion=0.0717, over 19069.73 utterances.], libri_tot_loss[loss=0.3124, simple_loss=0.3663, pruned_loss=0.1292, over 2466820.60 frames. utt_duration=1233 frames, utt_pad_proportion=0.06449, over 8011.71 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3636, pruned_loss=0.1214, over 2475937.62 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07314, over 20672.86 utterances.], batch size: 212, lr: 1.03e-03
2022-08-21 01:35:54,858 INFO [train.py:927] (3/8) Epoch 2, batch 15550, giga_loss[loss=0.2823, simple_loss=0.3515, pruned_loss=0.1066, over 12373.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02802, over 70.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.365, pruned_loss=0.1244, over 2474401.09 frames. utt_duration=510.6 frames, utt_pad_proportion=0.07248, over 19441.17 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.366, pruned_loss=0.1291, over 2466641.18 frames. utt_duration=1236 frames, utt_pad_proportion=0.06376, over 7993.62 utterances.], giga_tot_loss[loss=0.3063, simple_loss=0.3651, pruned_loss=0.1237, over 2475224.58 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07383, over 20875.18 utterances.], batch size: 70, lr: 1.03e-03
2022-08-21 01:37:38,584 INFO [train.py:927] (3/8) Epoch 2, batch 15600, giga_loss[loss=0.2547, simple_loss=0.3377, pruned_loss=0.0859, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03354, over 75.00 utterances.], tot_loss[loss=0.3062, simple_loss=0.3644, pruned_loss=0.124, over 2474447.27 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07857, over 20524.05 utterances.], libri_tot_loss[loss=0.3114, simple_loss=0.3654, pruned_loss=0.1287, over 2466619.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06317, over 7984.01 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.3651, pruned_loss=0.1236, over 2475339.70 frames. utt_duration=451 frames, utt_pad_proportion=0.07962, over 22025.04 utterances.], batch size: 75, lr: 1.03e-03
2022-08-21 01:39:20,794 INFO [train.py:927] (3/8) Epoch 2, batch 15650, libri_loss[loss=0.3055, simple_loss=0.3666, pruned_loss=0.1222, over 12422.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01694, over 40.00 utterances.], tot_loss[loss=0.304, simple_loss=0.3641, pruned_loss=0.122, over 2474387.00 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07639, over 20069.14 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3653, pruned_loss=0.1285, over 2467062.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.06171, over 7950.27 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3646, pruned_loss=0.1217, over 2474934.43 frames. utt_duration=458 frames, utt_pad_proportion=0.07797, over 21683.23 utterances.], batch size: 40, lr: 1.03e-03
2022-08-21 01:41:05,910 INFO [train.py:927] (3/8) Epoch 2, batch 15700, giga_loss[loss=0.2709, simple_loss=0.3508, pruned_loss=0.09556, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3643, pruned_loss=0.1221, over 2474959.07 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07811, over 20434.31 utterances.], libri_tot_loss[loss=0.3114, simple_loss=0.3654, pruned_loss=0.1287, over 2467218.80 frames. utt_duration=1243 frames, utt_pad_proportion=0.06125, over 7951.75 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3646, pruned_loss=0.1217, over 2475323.27 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07941, over 21803.47 utterances.], batch size: 70, lr: 1.03e-03
2022-08-21 01:42:51,728 INFO [train.py:927] (3/8) Epoch 2, batch 15750, giga_loss[loss=0.3438, simple_loss=0.3874, pruned_loss=0.1501, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05429, over 162.00 utterances.], tot_loss[loss=0.3035, simple_loss=0.3623, pruned_loss=0.1223, over 2474908.96 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07865, over 20709.05 utterances.], libri_tot_loss[loss=0.3109, simple_loss=0.3649, pruned_loss=0.1285, over 2467047.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.06007, over 7924.19 utterances.], giga_tot_loss[loss=0.3036, simple_loss=0.3631, pruned_loss=0.122, over 2475526.05 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08012, over 22102.33 utterances.], batch size: 162, lr: 1.02e-03
2022-08-21 01:44:38,581 INFO [train.py:927] (3/8) Epoch 2, batch 15800, giga_loss[loss=0.3443, simple_loss=0.3723, pruned_loss=0.1581, over 12363.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2143, over 374.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3607, pruned_loss=0.1215, over 2475087.94 frames. utt_duration=471.7 frames, utt_pad_proportion=0.08149, over 21053.04 utterances.], libri_tot_loss[loss=0.3108, simple_loss=0.365, pruned_loss=0.1283, over 2467109.52 frames. utt_duration=1245 frames, utt_pad_proportion=0.05974, over 7933.20 utterances.], giga_tot_loss[loss=0.3017, simple_loss=0.361, pruned_loss=0.1212, over 2475697.45 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08274, over 22437.60 utterances.], batch size: 374, lr: 1.02e-03
2022-08-21 01:46:20,962 INFO [train.py:927] (3/8) Epoch 2, batch 15850, libri_loss[loss=0.3344, simple_loss=0.3757, pruned_loss=0.1465, over 12361.00 frames. utt_duration=971 frames, utt_pad_proportion=0.06091, over 51.00 utterances.], tot_loss[loss=0.3005, simple_loss=0.3591, pruned_loss=0.121, over 2474933.41 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07722, over 20808.93 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3645, pruned_loss=0.1281, over 2467159.94 frames. utt_duration=1246 frames, utt_pad_proportion=0.05874, over 7929.23 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3597, pruned_loss=0.1208, over 2475609.27 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07896, over 22280.66 utterances.], batch size: 51, lr: 1.02e-03
2022-08-21 01:48:02,230 INFO [train.py:927] (3/8) Epoch 2, batch 15900, giga_loss[loss=0.3394, simple_loss=0.3755, pruned_loss=0.1516, over 12388.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.3567, pruned_loss=0.1178, over 2475674.18 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07889, over 21886.59 utterances.], libri_tot_loss[loss=0.3119, simple_loss=0.3661, pruned_loss=0.1289, over 2467209.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.0583, over 7924.93 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.3556, pruned_loss=0.1169, over 2476230.20 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08032, over 23173.11 utterances.], batch size: 258, lr: 1.02e-03
2022-08-21 01:49:53,358 INFO [train.py:927] (3/8) Epoch 2, batch 15950, giga_loss[loss=0.2915, simple_loss=0.3456, pruned_loss=0.1187, over 12395.00 frames. utt_duration=311.2 frames, utt_pad_proportion=0.04542, over 160.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.3557, pruned_loss=0.1183, over 2475734.73 frames. utt_duration=450 frames, utt_pad_proportion=0.07676, over 22080.63 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.366, pruned_loss=0.1291, over 2467106.75 frames. utt_duration=1254 frames, utt_pad_proportion=0.05704, over 7881.72 utterances.], giga_tot_loss[loss=0.2944, simple_loss=0.3548, pruned_loss=0.117, over 2476490.64 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07852, over 23533.95 utterances.], batch size: 160, lr: 1.02e-03
2022-08-21 01:51:39,004 INFO [train.py:927] (3/8) Epoch 2, batch 16000, giga_loss[loss=0.2697, simple_loss=0.3473, pruned_loss=0.09605, over 12382.00 frames. utt_duration=661.9 frames, utt_pad_proportion=0.03656, over 75.00 utterances.], tot_loss[loss=0.2937, simple_loss=0.3533, pruned_loss=0.1171, over 2475231.64 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07476, over 21158.43 utterances.], libri_tot_loss[loss=0.3116, simple_loss=0.3653, pruned_loss=0.129, over 2467325.40 frames. utt_duration=1259 frames, utt_pad_proportion=0.05582, over 7845.87 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3528, pruned_loss=0.1159, over 2475856.47 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07694, over 22732.99 utterances.], batch size: 75, lr: 1.02e-03
2022-08-21 01:53:21,555 INFO [train.py:927] (3/8) Epoch 2, batch 16050, giga_loss[loss=0.2659, simple_loss=0.3427, pruned_loss=0.09451, over 12341.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03425, over 62.00 utterances.], tot_loss[loss=0.2925, simple_loss=0.3531, pruned_loss=0.116, over 2475622.46 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06951, over 20333.46 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.3648, pruned_loss=0.1286, over 2467717.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05488, over 7834.84 utterances.], giga_tot_loss[loss=0.2914, simple_loss=0.3528, pruned_loss=0.115, over 2475961.13 frames. utt_duration=454 frames, utt_pad_proportion=0.07207, over 21886.70 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 01:55:06,810 INFO [train.py:927] (3/8) Epoch 2, batch 16100, giga_loss[loss=0.3074, simple_loss=0.3605, pruned_loss=0.1271, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03757, over 123.00 utterances.], tot_loss[loss=0.2925, simple_loss=0.353, pruned_loss=0.116, over 2474995.66 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06927, over 20539.39 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3645, pruned_loss=0.1282, over 2467449.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05413, over 7804.42 utterances.], giga_tot_loss[loss=0.2918, simple_loss=0.3529, pruned_loss=0.1154, over 2475641.12 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07163, over 22021.76 utterances.], batch size: 123, lr: 1.02e-03
2022-08-21 01:56:53,297 INFO [train.py:927] (3/8) Epoch 2, batch 16150, libri_loss[loss=0.3294, simple_loss=0.377, pruned_loss=0.1409, over 12435.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03558, over 46.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3574, pruned_loss=0.118, over 2474431.54 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07005, over 19666.51 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.3669, pruned_loss=0.1286, over 2467353.55 frames. utt_duration=1269 frames, utt_pad_proportion=0.05283, over 7783.85 utterances.], giga_tot_loss[loss=0.2942, simple_loss=0.3548, pruned_loss=0.1168, over 2475247.65 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07262, over 21275.00 utterances.], batch size: 46, lr: 1.02e-03
2022-08-21 01:58:37,821 INFO [train.py:927] (3/8) Epoch 2, batch 16200, giga_loss[loss=0.2766, simple_loss=0.3542, pruned_loss=0.09953, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03285, over 37.00 utterances.], tot_loss[loss=0.2995, simple_loss=0.3588, pruned_loss=0.1201, over 2475208.00 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07449, over 20508.29 utterances.], libri_tot_loss[loss=0.3116, simple_loss=0.3665, pruned_loss=0.1284, over 2467586.48 frames. utt_duration=1273 frames, utt_pad_proportion=0.05185, over 7765.48 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.3569, pruned_loss=0.1191, over 2475817.27 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07661, over 22091.22 utterances.], batch size: 37, lr: 1.02e-03
2022-08-21 02:00:27,805 INFO [train.py:927] (3/8) Epoch 2, batch 16250, giga_loss[loss=0.2828, simple_loss=0.3521, pruned_loss=0.1068, over 12398.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05125, over 161.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.3607, pruned_loss=0.1218, over 2475740.40 frames. utt_duration=458.5 frames, utt_pad_proportion=0.08085, over 21669.63 utterances.], libri_tot_loss[loss=0.3113, simple_loss=0.3662, pruned_loss=0.1282, over 2467599.25 frames. utt_duration=1274 frames, utt_pad_proportion=0.05136, over 7759.10 utterances.], giga_tot_loss[loss=0.3007, simple_loss=0.3593, pruned_loss=0.1211, over 2476305.30 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08233, over 23101.91 utterances.], batch size: 161, lr: 1.02e-03
2022-08-21 02:02:12,922 INFO [train.py:927] (3/8) Epoch 2, batch 16300, giga_loss[loss=0.3112, simple_loss=0.3528, pruned_loss=0.1348, over 12335.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1942, over 364.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.36, pruned_loss=0.1215, over 2475510.76 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08215, over 22200.20 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3653, pruned_loss=0.1277, over 2467636.40 frames. utt_duration=1278 frames, utt_pad_proportion=0.05024, over 7733.63 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.3595, pruned_loss=0.1212, over 2476163.42 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08377, over 23748.63 utterances.], batch size: 364, lr: 1.02e-03
2022-08-21 02:03:59,806 INFO [train.py:927] (3/8) Epoch 2, batch 16350, giga_loss[loss=0.2878, simple_loss=0.351, pruned_loss=0.1123, over 12327.00 frames. utt_duration=796.7 frames, utt_pad_proportion=0.03192, over 62.00 utterances.], tot_loss[loss=0.3006, simple_loss=0.3586, pruned_loss=0.1213, over 2474804.26 frames. utt_duration=448.2 frames, utt_pad_proportion=0.08192, over 22155.90 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.3646, pruned_loss=0.1272, over 2467197.68 frames. utt_duration=1283 frames, utt_pad_proportion=0.04936, over 7700.54 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3589, pruned_loss=0.1214, over 2475864.47 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08365, over 23739.57 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 02:05:43,693 INFO [train.py:927] (3/8) Epoch 2, batch 16400, giga_loss[loss=0.3965, simple_loss=0.4168, pruned_loss=0.1881, over 12353.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09894, over 256.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3562, pruned_loss=0.1203, over 2474805.75 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08075, over 21774.77 utterances.], libri_tot_loss[loss=0.3086, simple_loss=0.3636, pruned_loss=0.1268, over 2467321.18 frames. utt_duration=1288 frames, utt_pad_proportion=0.04818, over 7672.43 utterances.], giga_tot_loss[loss=0.299, simple_loss=0.357, pruned_loss=0.1205, over 2475796.40 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08284, over 23510.68 utterances.], batch size: 256, lr: 1.02e-03
2022-08-21 02:07:29,613 INFO [train.py:927] (3/8) Epoch 2, batch 16450, giga_loss[loss=0.2952, simple_loss=0.3605, pruned_loss=0.115, over 12347.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03194, over 51.00 utterances.], tot_loss[loss=0.299, simple_loss=0.3564, pruned_loss=0.1208, over 2474851.31 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08316, over 21978.23 utterances.], libri_tot_loss[loss=0.3084, simple_loss=0.3634, pruned_loss=0.1267, over 2467469.14 frames. utt_duration=1289 frames, utt_pad_proportion=0.04761, over 7666.36 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3571, pruned_loss=0.1209, over 2475604.98 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08495, over 23539.72 utterances.], batch size: 51, lr: 1.02e-03
2022-08-21 02:09:16,331 INFO [train.py:927] (3/8) Epoch 2, batch 16500, giga_loss[loss=0.246, simple_loss=0.3341, pruned_loss=0.07897, over 12455.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03101, over 75.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3612, pruned_loss=0.1221, over 2475266.27 frames. utt_duration=462.6 frames, utt_pad_proportion=0.08051, over 21469.58 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.3674, pruned_loss=0.1273, over 2467537.60 frames. utt_duration=1291 frames, utt_pad_proportion=0.04684, over 7651.66 utterances.], giga_tot_loss[loss=0.3007, simple_loss=0.3582, pruned_loss=0.1216, over 2475995.00 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08261, over 23046.73 utterances.], batch size: 75, lr: 1.02e-03
2022-08-21 02:11:02,254 INFO [train.py:927] (3/8) Epoch 2, batch 16550, giga_loss[loss=0.2955, simple_loss=0.3556, pruned_loss=0.1177, over 12417.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03369, over 75.00 utterances.], tot_loss[loss=0.302, simple_loss=0.3598, pruned_loss=0.1222, over 2474341.40 frames. utt_duration=460.4 frames, utt_pad_proportion=0.0871, over 21565.53 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3671, pruned_loss=0.1277, over 2467380.92 frames. utt_duration=1269 frames, utt_pad_proportion=0.05563, over 7784.44 utterances.], giga_tot_loss[loss=0.3, simple_loss=0.3575, pruned_loss=0.1212, over 2475242.33 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08618, over 23067.13 utterances.], batch size: 75, lr: 1.02e-03
2022-08-21 02:12:47,196 INFO [train.py:927] (3/8) Epoch 2, batch 16600, giga_loss[loss=0.3024, simple_loss=0.3601, pruned_loss=0.1223, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02932, over 91.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3593, pruned_loss=0.1221, over 2474459.89 frames. utt_duration=450.9 frames, utt_pad_proportion=0.08581, over 22021.83 utterances.], libri_tot_loss[loss=0.3104, simple_loss=0.3662, pruned_loss=0.1273, over 2467422.63 frames. utt_duration=1274 frames, utt_pad_proportion=0.05496, over 7754.96 utterances.], giga_tot_loss[loss=0.3008, simple_loss=0.3582, pruned_loss=0.1217, over 2475273.74 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08553, over 23506.79 utterances.], batch size: 91, lr: 1.01e-03
2022-08-21 02:14:34,513 INFO [train.py:927] (3/8) Epoch 2, batch 16650, giga_loss[loss=0.3331, simple_loss=0.3742, pruned_loss=0.146, over 12377.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.36, pruned_loss=0.1231, over 2473880.81 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08477, over 22280.06 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.3657, pruned_loss=0.1271, over 2467315.20 frames. utt_duration=1279 frames, utt_pad_proportion=0.05371, over 7726.65 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.3593, pruned_loss=0.1227, over 2474810.73 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08521, over 23887.97 utterances.], batch size: 182, lr: 1.01e-03
2022-08-21 02:16:16,327 INFO [train.py:927] (3/8) Epoch 2, batch 16700, libri_loss[loss=0.2226, simple_loss=0.2862, pruned_loss=0.07947, over 12457.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009926, over 29.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3607, pruned_loss=0.1243, over 2473724.32 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08492, over 21822.54 utterances.], libri_tot_loss[loss=0.3089, simple_loss=0.3645, pruned_loss=0.1267, over 2467458.61 frames. utt_duration=1283 frames, utt_pad_proportion=0.05237, over 7704.62 utterances.], giga_tot_loss[loss=0.3051, simple_loss=0.3613, pruned_loss=0.1244, over 2474592.05 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08603, over 23689.62 utterances.], batch size: 29, lr: 1.01e-03
2022-08-21 02:18:00,490 INFO [train.py:927] (3/8) Epoch 2, batch 16750, giga_loss[loss=0.286, simple_loss=0.3484, pruned_loss=0.1118, over 12347.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0292, over 85.00 utterances.], tot_loss[loss=0.3061, simple_loss=0.3617, pruned_loss=0.1253, over 2473771.98 frames. utt_duration=455.6 frames, utt_pad_proportion=0.08345, over 21790.59 utterances.], libri_tot_loss[loss=0.3081, simple_loss=0.3636, pruned_loss=0.1263, over 2467727.97 frames. utt_duration=1277 frames, utt_pad_proportion=0.05485, over 7735.98 utterances.], giga_tot_loss[loss=0.3071, simple_loss=0.3629, pruned_loss=0.1257, over 2474505.70 frames. utt_duration=415.1 frames, utt_pad_proportion=0.08427, over 23929.59 utterances.], batch size: 85, lr: 1.01e-03
2022-08-21 02:19:44,464 INFO [train.py:927] (3/8) Epoch 2, batch 16800, giga_loss[loss=0.2756, simple_loss=0.3523, pruned_loss=0.09945, over 12470.00 frames. utt_duration=793.4 frames, utt_pad_proportion=0.03947, over 63.00 utterances.], tot_loss[loss=0.3028, simple_loss=0.3603, pruned_loss=0.1227, over 2474081.25 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07922, over 20475.90 utterances.], libri_tot_loss[loss=0.3078, simple_loss=0.3634, pruned_loss=0.1261, over 2467641.18 frames. utt_duration=1268 frames, utt_pad_proportion=0.05819, over 7795.23 utterances.], giga_tot_loss[loss=0.3037, simple_loss=0.3614, pruned_loss=0.123, over 2474937.38 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07946, over 22571.71 utterances.], batch size: 63, lr: 1.01e-03
2022-08-21 02:21:26,353 INFO [train.py:927] (3/8) Epoch 2, batch 16850, giga_loss[loss=0.3321, simple_loss=0.3841, pruned_loss=0.1401, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06482, over 183.00 utterances.], tot_loss[loss=0.2992, simple_loss=0.3579, pruned_loss=0.1203, over 2473971.82 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07251, over 19752.46 utterances.], libri_tot_loss[loss=0.3069, simple_loss=0.3626, pruned_loss=0.1256, over 2467729.32 frames. utt_duration=1272 frames, utt_pad_proportion=0.0571, over 7766.62 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3593, pruned_loss=0.1209, over 2474719.51 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07375, over 21707.94 utterances.], batch size: 183, lr: 1.01e-03
2022-08-21 02:23:11,171 INFO [train.py:927] (3/8) Epoch 2, batch 16900, giga_loss[loss=0.3346, simple_loss=0.3871, pruned_loss=0.1411, over 12406.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04313, over 146.00 utterances.], tot_loss[loss=0.302, simple_loss=0.3609, pruned_loss=0.1216, over 2475085.00 frames. utt_duration=495.9 frames, utt_pad_proportion=0.0725, over 20024.91 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3639, pruned_loss=0.1258, over 2467962.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.0564, over 7768.35 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3607, pruned_loss=0.1218, over 2475632.09 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07384, over 21860.21 utterances.], batch size: 146, lr: 1.01e-03
2022-08-21 02:24:57,397 INFO [train.py:927] (3/8) Epoch 2, batch 16950, libri_loss[loss=0.333, simple_loss=0.3732, pruned_loss=0.1464, over 12440.00 frames. utt_duration=755.3 frames, utt_pad_proportion=0.1338, over 66.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3597, pruned_loss=0.1217, over 2474977.94 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07205, over 19812.61 utterances.], libri_tot_loss[loss=0.3062, simple_loss=0.3626, pruned_loss=0.1249, over 2468348.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.05564, over 7754.40 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3606, pruned_loss=0.1225, over 2475341.05 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07367, over 21775.94 utterances.], batch size: 66, lr: 1.01e-03
2022-08-21 02:26:42,501 INFO [train.py:927] (3/8) Epoch 2, batch 17000, giga_loss[loss=0.2588, simple_loss=0.3244, pruned_loss=0.09658, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03038, over 45.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3596, pruned_loss=0.1219, over 2474780.55 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07415, over 19839.00 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3619, pruned_loss=0.1246, over 2468246.57 frames. utt_duration=1275 frames, utt_pad_proportion=0.05549, over 7753.73 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3609, pruned_loss=0.1228, over 2475290.17 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07549, over 21668.45 utterances.], batch size: 45, lr: 1.01e-03
2022-08-21 02:28:25,394 INFO [train.py:927] (3/8) Epoch 2, batch 17050, giga_loss[loss=0.2675, simple_loss=0.3323, pruned_loss=0.1013, over 12221.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03168, over 39.00 utterances.], tot_loss[loss=0.3022, simple_loss=0.3597, pruned_loss=0.1223, over 2474762.79 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07866, over 20541.34 utterances.], libri_tot_loss[loss=0.3043, simple_loss=0.3607, pruned_loss=0.1239, over 2468143.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.05444, over 7712.60 utterances.], giga_tot_loss[loss=0.3045, simple_loss=0.3617, pruned_loss=0.1237, over 2475418.17 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07982, over 22383.34 utterances.], batch size: 39, lr: 1.01e-03
2022-08-21 02:30:08,813 INFO [train.py:927] (3/8) Epoch 2, batch 17100, giga_loss[loss=0.2793, simple_loss=0.3411, pruned_loss=0.1087, over 12409.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04261, over 31.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3592, pruned_loss=0.1206, over 2474800.75 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07473, over 20069.65 utterances.], libri_tot_loss[loss=0.3042, simple_loss=0.361, pruned_loss=0.1237, over 2467780.91 frames. utt_duration=1285 frames, utt_pad_proportion=0.05297, over 7691.14 utterances.], giga_tot_loss[loss=0.302, simple_loss=0.3606, pruned_loss=0.1217, over 2475848.62 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0767, over 21975.33 utterances.], batch size: 31, lr: 1.01e-03
2022-08-21 02:31:50,951 INFO [train.py:927] (3/8) Epoch 2, batch 17150, libri_loss[loss=0.3052, simple_loss=0.3719, pruned_loss=0.1193, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01395, over 40.00 utterances.], tot_loss[loss=0.2981, simple_loss=0.3581, pruned_loss=0.1191, over 2474490.85 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07332, over 19915.20 utterances.], libri_tot_loss[loss=0.3038, simple_loss=0.3608, pruned_loss=0.1234, over 2467601.30 frames. utt_duration=1288 frames, utt_pad_proportion=0.05198, over 7671.19 utterances.], giga_tot_loss[loss=0.2998, simple_loss=0.3592, pruned_loss=0.1202, over 2475614.06 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07551, over 21730.48 utterances.], batch size: 40, lr: 1.01e-03
2022-08-21 02:33:36,398 INFO [train.py:927] (3/8) Epoch 2, batch 17200, giga_loss[loss=0.3174, simple_loss=0.3667, pruned_loss=0.1341, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06869, over 212.00 utterances.], tot_loss[loss=0.2955, simple_loss=0.3552, pruned_loss=0.1179, over 2473978.60 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07421, over 20246.08 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3607, pruned_loss=0.1232, over 2467483.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.05242, over 7679.90 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.3562, pruned_loss=0.1189, over 2475052.69 frames. utt_duration=455 frames, utt_pad_proportion=0.07586, over 21828.80 utterances.], batch size: 212, lr: 1.01e-03
2022-08-21 02:35:21,217 INFO [train.py:927] (3/8) Epoch 2, batch 17250, giga_loss[loss=0.343, simple_loss=0.3817, pruned_loss=0.1522, over 12368.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0754, over 212.00 utterances.], tot_loss[loss=0.2937, simple_loss=0.3531, pruned_loss=0.1172, over 2473536.70 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07148, over 20022.10 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3604, pruned_loss=0.1229, over 2467412.06 frames. utt_duration=1292 frames, utt_pad_proportion=0.05129, over 7649.79 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.354, pruned_loss=0.118, over 2474634.57 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07354, over 21646.25 utterances.], batch size: 212, lr: 1.01e-03
2022-08-21 02:37:08,002 INFO [train.py:927] (3/8) Epoch 2, batch 17300, giga_loss[loss=0.2567, simple_loss=0.3388, pruned_loss=0.08732, over 12338.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03112, over 70.00 utterances.], tot_loss[loss=0.2923, simple_loss=0.3521, pruned_loss=0.1163, over 2474224.61 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06915, over 20327.74 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3602, pruned_loss=0.1228, over 2467419.00 frames. utt_duration=1295 frames, utt_pad_proportion=0.0503, over 7628.73 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.3528, pruned_loss=0.117, over 2475248.07 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07135, over 21914.64 utterances.], batch size: 70, lr: 1.01e-03
2022-08-21 02:38:52,724 INFO [train.py:927] (3/8) Epoch 2, batch 17350, giga_loss[loss=0.2536, simple_loss=0.3313, pruned_loss=0.08796, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05236, over 161.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3497, pruned_loss=0.1128, over 2474056.07 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07118, over 21193.58 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3597, pruned_loss=0.1225, over 2467127.20 frames. utt_duration=1297 frames, utt_pad_proportion=0.04966, over 7619.88 utterances.], giga_tot_loss[loss=0.2887, simple_loss=0.3505, pruned_loss=0.1134, over 2475293.52 frames. utt_duration=435.8 frames, utt_pad_proportion=0.0731, over 22797.94 utterances.], batch size: 161, lr: 1.01e-03
2022-08-21 02:40:44,381 INFO [train.py:927] (3/8) Epoch 2, batch 17400, giga_loss[loss=0.2374, simple_loss=0.3006, pruned_loss=0.0871, over 12377.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3457, pruned_loss=0.1081, over 2474234.58 frames. utt_duration=449 frames, utt_pad_proportion=0.07424, over 22115.48 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3603, pruned_loss=0.1228, over 2467037.75 frames. utt_duration=1297 frames, utt_pad_proportion=0.04909, over 7617.59 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3457, pruned_loss=0.1082, over 2475387.47 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07578, over 23573.30 utterances.], batch size: 366, lr: 1.01e-03
2022-08-21 02:42:26,459 INFO [train.py:927] (3/8) Epoch 2, batch 17450, giga_loss[loss=0.2262, simple_loss=0.3202, pruned_loss=0.06605, over 12433.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04207, over 114.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3434, pruned_loss=0.1039, over 2474750.56 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07564, over 23143.56 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3612, pruned_loss=0.123, over 2466979.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.04957, over 7637.36 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3423, pruned_loss=0.1036, over 2475810.38 frames. utt_duration=406 frames, utt_pad_proportion=0.07672, over 24477.28 utterances.], batch size: 114, lr: 1.00e-03
2022-08-21 02:44:09,172 INFO [train.py:927] (3/8) Epoch 2, batch 17500, giga_loss[loss=0.3014, simple_loss=0.3659, pruned_loss=0.1184, over 12402.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07759, over 213.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.342, pruned_loss=0.1022, over 2474965.25 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07229, over 23199.01 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3605, pruned_loss=0.1226, over 2467371.87 frames. utt_duration=1295 frames, utt_pad_proportion=0.04924, over 7631.55 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3415, pruned_loss=0.1019, over 2475611.93 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07353, over 24523.64 utterances.], batch size: 213, lr: 1.00e-03
2022-08-21 02:45:51,750 INFO [train.py:927] (3/8) Epoch 2, batch 17550, giga_loss[loss=0.244, simple_loss=0.3222, pruned_loss=0.08293, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.0347, over 113.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3386, pruned_loss=0.09895, over 2475707.27 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07035, over 23195.73 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3605, pruned_loss=0.1226, over 2467174.01 frames. utt_duration=1297 frames, utt_pad_proportion=0.04867, over 7618.14 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3379, pruned_loss=0.09841, over 2476511.44 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07167, over 24470.94 utterances.], batch size: 113, lr: 1.00e-03
2022-08-21 02:47:34,176 INFO [train.py:927] (3/8) Epoch 2, batch 17600, giga_loss[loss=0.2752, simple_loss=0.3247, pruned_loss=0.1129, over 12354.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1845, over 360.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.337, pruned_loss=0.09768, over 2475553.42 frames. utt_duration=420.9 frames, utt_pad_proportion=0.07115, over 23606.23 utterances.], libri_tot_loss[loss=0.3025, simple_loss=0.3602, pruned_loss=0.1224, over 2467028.56 frames. utt_duration=1296 frames, utt_pad_proportion=0.04862, over 7624.99 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3365, pruned_loss=0.09724, over 2476390.79 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07222, over 24742.54 utterances.], batch size: 360, lr: 1.00e-03
2022-08-21 02:49:15,429 INFO [train.py:927] (3/8) Epoch 2, batch 17650, giga_loss[loss=0.193, simple_loss=0.2741, pruned_loss=0.05599, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03017, over 48.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.335, pruned_loss=0.09565, over 2475343.62 frames. utt_duration=411.7 frames, utt_pad_proportion=0.0692, over 24137.32 utterances.], libri_tot_loss[loss=0.3033, simple_loss=0.3611, pruned_loss=0.1227, over 2466906.35 frames. utt_duration=1297 frames, utt_pad_proportion=0.04751, over 7616.34 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3332, pruned_loss=0.09433, over 2476352.70 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07058, over 25499.31 utterances.], batch size: 48, lr: 1.00e-03
2022-08-21 02:50:59,450 INFO [train.py:927] (3/8) Epoch 2, batch 17700, giga_loss[loss=0.2463, simple_loss=0.3192, pruned_loss=0.08668, over 12412.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03935, over 133.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3305, pruned_loss=0.09319, over 2475494.31 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06878, over 24464.47 utterances.], libri_tot_loss[loss=0.303, simple_loss=0.3608, pruned_loss=0.1226, over 2467021.08 frames. utt_duration=1299 frames, utt_pad_proportion=0.04639, over 7602.96 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3286, pruned_loss=0.09151, over 2476409.68 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07035, over 25992.22 utterances.], batch size: 133, lr: 1.00e-03
2022-08-21 02:52:44,063 INFO [train.py:927] (3/8) Epoch 2, batch 17750, giga_loss[loss=0.2768, simple_loss=0.3467, pruned_loss=0.1034, over 12458.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04058, over 114.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3285, pruned_loss=0.0927, over 2475979.06 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07638, over 25658.53 utterances.], libri_tot_loss[loss=0.3025, simple_loss=0.3602, pruned_loss=0.1223, over 2467266.74 frames. utt_duration=1299 frames, utt_pad_proportion=0.04649, over 7607.01 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3266, pruned_loss=0.0908, over 2476721.18 frames. utt_duration=363.5 frames, utt_pad_proportion=0.07736, over 27361.61 utterances.], batch size: 114, lr: 1.00e-03
2022-08-21 02:54:41,137 INFO [train.py:927] (3/8) Epoch 2, batch 17800, giga_loss[loss=0.2604, simple_loss=0.3408, pruned_loss=0.08996, over 12380.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3301, pruned_loss=0.09231, over 2476179.05 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07359, over 24451.68 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3598, pruned_loss=0.1222, over 2467474.63 frames. utt_duration=1302 frames, utt_pad_proportion=0.04549, over 7591.23 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3279, pruned_loss=0.08991, over 2476855.88 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07507, over 26392.85 utterances.], batch size: 62, lr: 1.00e-03
2022-08-21 02:56:44,376 INFO [train.py:927] (3/8) Epoch 2, batch 17850, giga_loss[loss=0.203, simple_loss=0.2927, pruned_loss=0.05667, over 12422.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03779, over 105.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3291, pruned_loss=0.09125, over 2476472.25 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06987, over 23530.82 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3595, pruned_loss=0.1221, over 2467562.68 frames. utt_duration=1304 frames, utt_pad_proportion=0.0444, over 7580.77 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3268, pruned_loss=0.08842, over 2477218.97 frames. utt_duration=388.1 frames, utt_pad_proportion=0.07193, over 25623.86 utterances.], batch size: 105, lr: 1.00e-03
2022-08-21 02:58:40,552 INFO [train.py:927] (3/8) Epoch 2, batch 17900, giga_loss[loss=0.2554, simple_loss=0.3216, pruned_loss=0.09463, over 12385.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3278, pruned_loss=0.09, over 2476572.11 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06983, over 23791.00 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3593, pruned_loss=0.1221, over 2467561.48 frames. utt_duration=1304 frames, utt_pad_proportion=0.04391, over 7577.06 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.325, pruned_loss=0.08672, over 2477481.87 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07185, over 26031.67 utterances.], batch size: 257, lr: 1.00e-03
2022-08-21 03:00:47,217 INFO [train.py:927] (3/8) Epoch 2, batch 17950, giga_loss[loss=0.2367, simple_loss=0.3134, pruned_loss=0.07996, over 12442.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.0452, over 134.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3254, pruned_loss=0.08914, over 2476728.87 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06642, over 23861.13 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3583, pruned_loss=0.1217, over 2467716.41 frames. utt_duration=1306 frames, utt_pad_proportion=0.04355, over 7567.18 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.323, pruned_loss=0.08581, over 2477624.39 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06862, over 26181.34 utterances.], batch size: 134, lr: 9.99e-04
2022-08-21 03:02:39,102 INFO [train.py:927] (3/8) Epoch 2, batch 18000, giga_loss[loss=0.2584, simple_loss=0.3358, pruned_loss=0.09053, over 12403.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.02933, over 122.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3231, pruned_loss=0.08775, over 2476162.28 frames. utt_duration=407.8 frames, utt_pad_proportion=0.068, over 24363.46 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3578, pruned_loss=0.1213, over 2467462.69 frames. utt_duration=1308 frames, utt_pad_proportion=0.04298, over 7555.81 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3212, pruned_loss=0.08488, over 2477248.59 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06983, over 26491.56 utterances.], batch size: 122, lr: 9.99e-04
2022-08-21 03:02:39,102 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 03:02:53,874 INFO [train.py:967] (3/8) 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 03:04:58,773 INFO [train.py:927] (3/8) Epoch 2, batch 18050, giga_loss[loss=0.2118, simple_loss=0.2979, pruned_loss=0.06282, over 12371.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04926, over 34.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3253, pruned_loss=0.08817, over 2476178.35 frames. utt_duration=413 frames, utt_pad_proportion=0.06816, over 24060.11 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3579, pruned_loss=0.1213, over 2467430.92 frames. utt_duration=1312 frames, utt_pad_proportion=0.04203, over 7531.38 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3227, pruned_loss=0.08498, over 2477327.71 frames. utt_duration=378.8 frames, utt_pad_proportion=0.07007, over 26249.71 utterances.], batch size: 34, lr: 9.98e-04
2022-08-21 03:07:06,756 INFO [train.py:927] (3/8) Epoch 2, batch 18100, giga_loss[loss=0.2283, simple_loss=0.3137, pruned_loss=0.07148, over 12410.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3224, pruned_loss=0.0865, over 2476199.62 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06708, over 23970.70 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3574, pruned_loss=0.1211, over 2467468.25 frames. utt_duration=1314 frames, utt_pad_proportion=0.0416, over 7521.49 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3203, pruned_loss=0.08369, over 2477184.34 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06889, over 25928.57 utterances.], batch size: 146, lr: 9.98e-04
2022-08-21 03:09:10,423 INFO [train.py:927] (3/8) Epoch 2, batch 18150, giga_loss[loss=0.1817, simple_loss=0.2544, pruned_loss=0.05444, over 12373.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1794, over 358.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.325, pruned_loss=0.0867, over 2477348.99 frames. utt_duration=384.1 frames, utt_pad_proportion=0.0717, over 25883.07 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3574, pruned_loss=0.1211, over 2467468.25 frames. utt_duration=1314 frames, utt_pad_proportion=0.0416, over 7521.49 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3234, pruned_loss=0.08451, over 2478115.41 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07278, over 27406.91 utterances.], batch size: 358, lr: 9.97e-04
2022-08-21 03:11:18,524 INFO [train.py:927] (3/8) Epoch 2, batch 18200, giga_loss[loss=0.2313, simple_loss=0.3179, pruned_loss=0.07233, over 12457.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02912, over 80.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3254, pruned_loss=0.08499, over 2477733.51 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06828, over 25279.28 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3575, pruned_loss=0.1214, over 2467568.12 frames. utt_duration=1315 frames, utt_pad_proportion=0.04128, over 7516.69 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3237, pruned_loss=0.08263, over 2478375.51 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06951, over 26710.93 utterances.], batch size: 80, lr: 9.96e-04
2022-08-21 03:13:21,395 INFO [train.py:927] (3/8) Epoch 2, batch 18250, giga_loss[loss=0.2279, simple_loss=0.308, pruned_loss=0.07385, over 12325.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02601, over 45.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3265, pruned_loss=0.08668, over 2477726.46 frames. utt_duration=386.7 frames, utt_pad_proportion=0.07057, over 25709.26 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3576, pruned_loss=0.1214, over 2467526.90 frames. utt_duration=1316 frames, utt_pad_proportion=0.04063, over 7510.71 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3243, pruned_loss=0.08399, over 2478523.18 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07178, over 27271.96 utterances.], batch size: 45, lr: 9.96e-04
2022-08-21 03:15:50,448 INFO [train.py:927] (3/8) Epoch 2, batch 18300, giga_loss[loss=0.2307, simple_loss=0.3066, pruned_loss=0.07735, over 12433.00 frames. utt_duration=508.2 frames, utt_pad_proportion=0.03749, over 98.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3288, pruned_loss=0.08827, over 2477480.13 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06925, over 24839.61 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3592, pruned_loss=0.122, over 2467539.97 frames. utt_duration=1309 frames, utt_pad_proportion=0.0409, over 7547.22 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3248, pruned_loss=0.0847, over 2478369.65 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07048, over 26536.28 utterances.], batch size: 98, lr: 9.95e-04
2022-08-21 03:18:00,130 INFO [train.py:927] (3/8) Epoch 2, batch 18350, giga_loss[loss=0.2031, simple_loss=0.2926, pruned_loss=0.05679, over 12349.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02645, over 66.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3252, pruned_loss=0.08644, over 2478103.39 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07058, over 24718.70 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.359, pruned_loss=0.1218, over 2467708.65 frames. utt_duration=1310 frames, utt_pad_proportion=0.04019, over 7541.64 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3215, pruned_loss=0.08295, over 2478888.69 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07188, over 26480.30 utterances.], batch size: 66, lr: 9.95e-04
2022-08-21 03:20:03,571 INFO [train.py:927] (3/8) Epoch 2, batch 18400, giga_loss[loss=0.2669, simple_loss=0.353, pruned_loss=0.0904, over 12407.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.034, over 113.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3235, pruned_loss=0.08601, over 2478641.46 frames. utt_duration=393.4 frames, utt_pad_proportion=0.0737, over 25276.17 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3584, pruned_loss=0.1217, over 2467720.88 frames. utt_duration=1312 frames, utt_pad_proportion=0.03999, over 7530.84 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3204, pruned_loss=0.08266, over 2479452.26 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07477, over 26999.04 utterances.], batch size: 113, lr: 9.94e-04
2022-08-21 03:22:03,296 INFO [train.py:927] (3/8) Epoch 2, batch 18450, giga_loss[loss=0.2503, simple_loss=0.3269, pruned_loss=0.08683, over 12436.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02697, over 122.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3235, pruned_loss=0.08624, over 2477979.14 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07, over 24645.33 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3573, pruned_loss=0.1212, over 2467190.66 frames. utt_duration=1311 frames, utt_pad_proportion=0.04019, over 7536.91 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.321, pruned_loss=0.08298, over 2479434.88 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07137, over 26568.82 utterances.], batch size: 122, lr: 9.94e-04
2022-08-21 03:24:08,708 INFO [train.py:927] (3/8) Epoch 2, batch 18500, giga_loss[loss=0.2277, simple_loss=0.3061, pruned_loss=0.07463, over 12377.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3232, pruned_loss=0.08704, over 2477774.23 frames. utt_duration=396.5 frames, utt_pad_proportion=0.07278, over 25071.22 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3565, pruned_loss=0.1205, over 2467055.68 frames. utt_duration=1316 frames, utt_pad_proportion=0.03951, over 7505.77 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3212, pruned_loss=0.0843, over 2479283.52 frames. utt_duration=368.4 frames, utt_pad_proportion=0.074, over 27006.63 utterances.], batch size: 97, lr: 9.93e-04
2022-08-21 03:26:20,984 INFO [train.py:927] (3/8) Epoch 2, batch 18550, giga_loss[loss=0.2228, simple_loss=0.3119, pruned_loss=0.06683, over 12320.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03286, over 51.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3246, pruned_loss=0.08672, over 2477355.91 frames. utt_duration=397 frames, utt_pad_proportion=0.06998, over 25034.36 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3559, pruned_loss=0.1201, over 2466610.04 frames. utt_duration=1319 frames, utt_pad_proportion=0.03896, over 7489.80 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.323, pruned_loss=0.08426, over 2479106.53 frames. utt_duration=370 frames, utt_pad_proportion=0.07142, over 26882.63 utterances.], batch size: 51, lr: 9.93e-04
2022-08-21 03:28:36,674 INFO [train.py:927] (3/8) Epoch 2, batch 18600, giga_loss[loss=0.2589, simple_loss=0.3198, pruned_loss=0.09896, over 12309.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.02814, over 70.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.08645, over 2477808.67 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06816, over 24759.08 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3556, pruned_loss=0.1199, over 2466831.66 frames. utt_duration=1317 frames, utt_pad_proportion=0.03941, over 7502.63 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3214, pruned_loss=0.08409, over 2479197.29 frames. utt_duration=375 frames, utt_pad_proportion=0.06949, over 26529.04 utterances.], batch size: 70, lr: 9.92e-04
2022-08-21 03:30:34,198 INFO [train.py:927] (3/8) Epoch 2, batch 18650, giga_loss[loss=0.2166, simple_loss=0.293, pruned_loss=0.07011, over 12393.00 frames. utt_duration=235 frames, utt_pad_proportion=0.06727, over 212.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3197, pruned_loss=0.08589, over 2477737.43 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06643, over 24608.61 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3554, pruned_loss=0.1198, over 2466798.42 frames. utt_duration=1316 frames, utt_pad_proportion=0.03865, over 7507.14 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3172, pruned_loss=0.08282, over 2479362.73 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06813, over 26735.44 utterances.], batch size: 212, lr: 9.92e-04
2022-08-21 03:32:31,586 INFO [train.py:927] (3/8) Epoch 2, batch 18700, giga_loss[loss=0.2249, simple_loss=0.3095, pruned_loss=0.07016, over 12406.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04864, over 161.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3193, pruned_loss=0.08565, over 2477823.72 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06786, over 25134.16 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3557, pruned_loss=0.1198, over 2466981.73 frames. utt_duration=1316 frames, utt_pad_proportion=0.0383, over 7507.48 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3166, pruned_loss=0.08277, over 2479068.35 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06929, over 27045.34 utterances.], batch size: 161, lr: 9.91e-04
2022-08-21 03:34:36,945 INFO [train.py:927] (3/8) Epoch 2, batch 18750, giga_loss[loss=0.2331, simple_loss=0.3042, pruned_loss=0.08101, over 12348.00 frames. utt_duration=626.3 frames, utt_pad_proportion=0.02595, over 79.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3169, pruned_loss=0.08345, over 2478234.74 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07017, over 25499.17 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3555, pruned_loss=0.1197, over 2467130.22 frames. utt_duration=1318 frames, utt_pad_proportion=0.03781, over 7493.37 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3143, pruned_loss=0.0806, over 2479276.51 frames. utt_duration=363.8 frames, utt_pad_proportion=0.07141, over 27351.50 utterances.], batch size: 79, lr: 9.91e-04
2022-08-21 03:36:56,206 INFO [train.py:927] (3/8) Epoch 2, batch 18800, giga_loss[loss=0.2164, simple_loss=0.2828, pruned_loss=0.07501, over 12390.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1739, over 356.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3155, pruned_loss=0.08284, over 2478032.97 frames. utt_duration=392.5 frames, utt_pad_proportion=0.0709, over 25332.89 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3557, pruned_loss=0.12, over 2467136.17 frames. utt_duration=1305 frames, utt_pad_proportion=0.04312, over 7571.05 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3127, pruned_loss=0.07977, over 2479002.92 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07057, over 26977.19 utterances.], batch size: 356, lr: 9.90e-04
2022-08-21 03:38:55,443 INFO [train.py:927] (3/8) Epoch 2, batch 18850, giga_loss[loss=0.2089, simple_loss=0.2969, pruned_loss=0.06041, over 12388.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.02411, over 62.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3165, pruned_loss=0.08405, over 2478141.42 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06921, over 24396.29 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3555, pruned_loss=0.1202, over 2466785.30 frames. utt_duration=1296 frames, utt_pad_proportion=0.04666, over 7624.15 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3131, pruned_loss=0.08027, over 2479582.28 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06845, over 26211.78 utterances.], batch size: 62, lr: 9.89e-04
2022-08-21 03:40:51,834 INFO [train.py:927] (3/8) Epoch 2, batch 18900, giga_loss[loss=0.2245, simple_loss=0.3084, pruned_loss=0.07036, over 12436.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02924, over 122.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3155, pruned_loss=0.08327, over 2478119.06 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07169, over 25371.82 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3555, pruned_loss=0.1201, over 2466598.46 frames. utt_duration=1298 frames, utt_pad_proportion=0.04612, over 7610.86 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3124, pruned_loss=0.07989, over 2479554.34 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07116, over 27031.02 utterances.], batch size: 122, lr: 9.89e-04
2022-08-21 03:42:53,300 INFO [train.py:927] (3/8) Epoch 2, batch 18950, giga_loss[loss=0.2372, simple_loss=0.3183, pruned_loss=0.07805, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03533, over 37.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3174, pruned_loss=0.08193, over 2478529.14 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06803, over 25032.79 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3557, pruned_loss=0.1202, over 2466571.47 frames. utt_duration=1296 frames, utt_pad_proportion=0.04623, over 7623.81 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3145, pruned_loss=0.07908, over 2479724.96 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06781, over 26397.35 utterances.], batch size: 37, lr: 9.88e-04
2022-08-21 03:44:49,072 INFO [train.py:927] (3/8) Epoch 2, batch 19000, giga_loss[loss=0.2738, simple_loss=0.3431, pruned_loss=0.1023, over 12468.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03401, over 98.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3217, pruned_loss=0.08388, over 2477991.69 frames. utt_duration=404 frames, utt_pad_proportion=0.06672, over 24609.31 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3584, pruned_loss=0.1211, over 2466603.60 frames. utt_duration=1283 frames, utt_pad_proportion=0.0502, over 7698.68 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3159, pruned_loss=0.07962, over 2479315.27 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06582, over 26186.70 utterances.], batch size: 98, lr: 9.88e-04
2022-08-21 03:46:49,264 INFO [train.py:927] (3/8) Epoch 2, batch 19050, giga_loss[loss=0.2285, simple_loss=0.311, pruned_loss=0.07299, over 12402.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06669, over 211.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3201, pruned_loss=0.08255, over 2477541.28 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06214, over 23305.26 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3585, pruned_loss=0.1212, over 2466161.14 frames. utt_duration=1286 frames, utt_pad_proportion=0.04929, over 7682.31 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3143, pruned_loss=0.07791, over 2479337.76 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06206, over 25087.06 utterances.], batch size: 211, lr: 9.87e-04
2022-08-21 03:48:48,075 INFO [train.py:927] (3/8) Epoch 2, batch 19100, giga_loss[loss=0.2322, simple_loss=0.3132, pruned_loss=0.07557, over 12389.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3188, pruned_loss=0.08234, over 2477943.45 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06087, over 22989.02 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3575, pruned_loss=0.1203, over 2466552.13 frames. utt_duration=1287 frames, utt_pad_proportion=0.04806, over 7675.92 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3134, pruned_loss=0.07781, over 2479527.87 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06138, over 25072.29 utterances.], batch size: 146, lr: 9.87e-04
2022-08-21 03:50:54,844 INFO [train.py:927] (3/8) Epoch 2, batch 19150, libri_loss[loss=0.3139, simple_loss=0.3601, pruned_loss=0.1338, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.007349, over 37.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3198, pruned_loss=0.08298, over 2477653.58 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06121, over 23128.82 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3568, pruned_loss=0.1201, over 2466404.67 frames. utt_duration=1291 frames, utt_pad_proportion=0.0473, over 7651.31 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3152, pruned_loss=0.07866, over 2479293.23 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06189, over 25172.25 utterances.], batch size: 37, lr: 9.86e-04
2022-08-21 03:52:52,869 INFO [train.py:927] (3/8) Epoch 2, batch 19200, giga_loss[loss=0.2745, simple_loss=0.3499, pruned_loss=0.09956, over 12453.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3224, pruned_loss=0.0851, over 2477797.33 frames. utt_duration=416.9 frames, utt_pad_proportion=0.0639, over 23843.87 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.357, pruned_loss=0.1203, over 2466428.15 frames. utt_duration=1278 frames, utt_pad_proportion=0.05154, over 7730.02 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3178, pruned_loss=0.08061, over 2479341.91 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06313, over 25747.00 utterances.], batch size: 105, lr: 9.86e-04
2022-08-21 03:54:52,800 INFO [train.py:927] (3/8) Epoch 2, batch 19250, giga_loss[loss=0.2404, simple_loss=0.3151, pruned_loss=0.08283, over 12338.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03114, over 51.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3247, pruned_loss=0.08546, over 2477482.81 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06567, over 23467.42 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3584, pruned_loss=0.1207, over 2466608.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05566, over 7797.27 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3189, pruned_loss=0.08063, over 2478871.42 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06403, over 25386.63 utterances.], batch size: 51, lr: 9.85e-04
2022-08-21 03:57:12,944 INFO [train.py:927] (3/8) Epoch 2, batch 19300, giga_loss[loss=0.2272, simple_loss=0.3098, pruned_loss=0.0723, over 12388.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03007, over 62.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3219, pruned_loss=0.08417, over 2478277.47 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06834, over 24532.74 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3584, pruned_loss=0.1207, over 2466608.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05566, over 7797.27 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3174, pruned_loss=0.08041, over 2479358.25 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06694, over 26026.49 utterances.], batch size: 62, lr: 9.85e-04
2022-08-21 03:59:12,570 INFO [train.py:927] (3/8) Epoch 2, batch 19350, giga_loss[loss=0.2375, simple_loss=0.3147, pruned_loss=0.08011, over 12403.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02959, over 122.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3212, pruned_loss=0.08389, over 2478326.66 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06712, over 24157.43 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3582, pruned_loss=0.1204, over 2466893.46 frames. utt_duration=1269 frames, utt_pad_proportion=0.05424, over 7786.38 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3165, pruned_loss=0.07989, over 2479316.91 frames. utt_duration=384 frames, utt_pad_proportion=0.06658, over 25908.45 utterances.], batch size: 122, lr: 9.84e-04
2022-08-21 04:01:27,623 INFO [train.py:927] (3/8) Epoch 2, batch 19400, giga_loss[loss=0.2344, simple_loss=0.3191, pruned_loss=0.07488, over 12392.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.03429, over 105.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3195, pruned_loss=0.08362, over 2478031.68 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06614, over 24224.61 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.358, pruned_loss=0.1205, over 2466951.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05385, over 7772.55 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3158, pruned_loss=0.08014, over 2478860.38 frames. utt_duration=386.1 frames, utt_pad_proportion=0.0659, over 25761.55 utterances.], batch size: 105, lr: 9.84e-04
2022-08-21 04:03:30,922 INFO [train.py:927] (3/8) Epoch 2, batch 19450, libri_loss[loss=0.2919, simple_loss=0.3601, pruned_loss=0.1118, over 12364.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02469, over 43.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3188, pruned_loss=0.08281, over 2476875.39 frames. utt_duration=419 frames, utt_pad_proportion=0.06618, over 23714.54 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3577, pruned_loss=0.1205, over 2466654.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.05689, over 7825.42 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3148, pruned_loss=0.07885, over 2478160.61 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06533, over 25419.94 utterances.], batch size: 43, lr: 9.83e-04
2022-08-21 04:05:21,720 INFO [train.py:927] (3/8) Epoch 2, batch 19500, giga_loss[loss=0.2582, simple_loss=0.3428, pruned_loss=0.08677, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04551, over 146.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3197, pruned_loss=0.0818, over 2476343.39 frames. utt_duration=426.4 frames, utt_pad_proportion=0.0685, over 23297.96 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3573, pruned_loss=0.1203, over 2466150.80 frames. utt_duration=1242 frames, utt_pad_proportion=0.06521, over 7950.16 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3157, pruned_loss=0.07763, over 2478112.54 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06552, over 25032.40 utterances.], batch size: 146, lr: 9.83e-04
2022-08-21 04:07:31,690 INFO [train.py:927] (3/8) Epoch 2, batch 19550, giga_loss[loss=0.2308, simple_loss=0.3141, pruned_loss=0.0737, over 12447.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03568, over 98.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3191, pruned_loss=0.08106, over 2476881.93 frames. utt_duration=418.6 frames, utt_pad_proportion=0.067, over 23737.09 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3565, pruned_loss=0.1197, over 2466032.30 frames. utt_duration=1246 frames, utt_pad_proportion=0.06428, over 7925.40 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.316, pruned_loss=0.0776, over 2478562.93 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06501, over 25395.72 utterances.], batch size: 98, lr: 9.82e-04
2022-08-21 04:09:44,932 INFO [train.py:927] (3/8) Epoch 2, batch 19600, giga_loss[loss=0.2871, simple_loss=0.3611, pruned_loss=0.1066, over 12368.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3195, pruned_loss=0.08128, over 2477587.95 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06832, over 24093.13 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3553, pruned_loss=0.1191, over 2466392.75 frames. utt_duration=1254 frames, utt_pad_proportion=0.06238, over 7879.33 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3166, pruned_loss=0.07768, over 2479007.86 frames. utt_duration=382 frames, utt_pad_proportion=0.06723, over 26039.59 utterances.], batch size: 97, lr: 9.81e-04
2022-08-21 04:11:56,045 INFO [train.py:927] (3/8) Epoch 2, batch 19650, giga_loss[loss=0.2605, simple_loss=0.3417, pruned_loss=0.08965, over 12371.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03263, over 113.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3205, pruned_loss=0.08151, over 2477596.67 frames. utt_duration=421.5 frames, utt_pad_proportion=0.0658, over 23576.99 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3546, pruned_loss=0.1187, over 2466277.74 frames. utt_duration=1258 frames, utt_pad_proportion=0.0607, over 7849.90 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3178, pruned_loss=0.07778, over 2479189.40 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06557, over 25655.96 utterances.], batch size: 113, lr: 9.81e-04
2022-08-21 04:14:14,541 INFO [train.py:927] (3/8) Epoch 2, batch 19700, giga_loss[loss=0.2088, simple_loss=0.2866, pruned_loss=0.06553, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03667, over 40.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3205, pruned_loss=0.08125, over 2477777.55 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06558, over 23229.45 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3537, pruned_loss=0.1182, over 2466385.48 frames. utt_duration=1263 frames, utt_pad_proportion=0.06, over 7818.18 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3186, pruned_loss=0.07808, over 2479150.18 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06563, over 25174.15 utterances.], batch size: 40, lr: 9.80e-04
2022-08-21 04:16:36,403 INFO [train.py:927] (3/8) Epoch 2, batch 19750, giga_loss[loss=0.2253, simple_loss=0.3127, pruned_loss=0.06895, over 12390.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06776, over 212.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3181, pruned_loss=0.07983, over 2477898.18 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06396, over 23154.33 utterances.], libri_tot_loss[loss=0.2954, simple_loss=0.3538, pruned_loss=0.1185, over 2466309.86 frames. utt_duration=1260 frames, utt_pad_proportion=0.06041, over 7839.87 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3162, pruned_loss=0.07682, over 2479134.09 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06402, over 24793.11 utterances.], batch size: 212, lr: 9.80e-04
2022-08-21 04:18:36,392 INFO [train.py:927] (3/8) Epoch 2, batch 19800, giga_loss[loss=0.2394, simple_loss=0.3258, pruned_loss=0.07653, over 12476.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02648, over 80.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3187, pruned_loss=0.07989, over 2477938.05 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07077, over 24204.06 utterances.], libri_tot_loss[loss=0.2954, simple_loss=0.3543, pruned_loss=0.1182, over 2466448.82 frames. utt_duration=1261 frames, utt_pad_proportion=0.06037, over 7835.83 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3162, pruned_loss=0.07702, over 2479022.35 frames. utt_duration=385.3 frames, utt_pad_proportion=0.07052, over 25816.15 utterances.], batch size: 80, lr: 9.79e-04
2022-08-21 04:20:32,290 INFO [train.py:927] (3/8) Epoch 2, batch 19850, giga_loss[loss=0.2486, simple_loss=0.3255, pruned_loss=0.08581, over 12363.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02899, over 91.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3216, pruned_loss=0.08202, over 2477842.71 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07115, over 24641.45 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3547, pruned_loss=0.1186, over 2466711.34 frames. utt_duration=1247 frames, utt_pad_proportion=0.06429, over 7919.25 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3187, pruned_loss=0.07882, over 2478671.10 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07003, over 26131.89 utterances.], batch size: 91, lr: 9.79e-04
2022-08-21 04:22:26,221 INFO [train.py:927] (3/8) Epoch 2, batch 19900, giga_loss[loss=0.2676, simple_loss=0.3427, pruned_loss=0.09629, over 12393.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04112, over 133.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3201, pruned_loss=0.08185, over 2477898.27 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07099, over 25415.95 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3547, pruned_loss=0.1187, over 2466765.67 frames. utt_duration=1249 frames, utt_pad_proportion=0.06352, over 7907.55 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3173, pruned_loss=0.07871, over 2478654.12 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07037, over 26841.77 utterances.], batch size: 133, lr: 9.78e-04
2022-08-21 04:24:18,435 INFO [train.py:927] (3/8) Epoch 2, batch 19950, libri_loss[loss=0.3487, simple_loss=0.4034, pruned_loss=0.147, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006841, over 37.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3244, pruned_loss=0.08583, over 2477387.97 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07429, over 25197.38 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3544, pruned_loss=0.1185, over 2466914.88 frames. utt_duration=1240 frames, utt_pad_proportion=0.06668, over 7966.98 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3215, pruned_loss=0.08254, over 2478135.84 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07289, over 26759.79 utterances.], batch size: 37, lr: 9.78e-04
2022-08-21 04:25:58,791 INFO [train.py:927] (3/8) Epoch 2, batch 20000, giga_loss[loss=0.2802, simple_loss=0.3522, pruned_loss=0.1041, over 12261.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02798, over 54.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3309, pruned_loss=0.0899, over 2475967.97 frames. utt_duration=415 frames, utt_pad_proportion=0.07334, over 23938.98 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3532, pruned_loss=0.1177, over 2466689.52 frames. utt_duration=1250 frames, utt_pad_proportion=0.06483, over 7904.34 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3287, pruned_loss=0.08684, over 2477111.31 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07277, over 25854.31 utterances.], batch size: 54, lr: 9.77e-04
2022-08-21 04:27:39,601 INFO [train.py:927] (3/8) Epoch 2, batch 20050, giga_loss[loss=0.3202, simple_loss=0.381, pruned_loss=0.1297, over 12399.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0637, over 183.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3292, pruned_loss=0.09076, over 2475712.95 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07236, over 23060.52 utterances.], libri_tot_loss[loss=0.2937, simple_loss=0.3524, pruned_loss=0.1175, over 2466419.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.06436, over 7870.94 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3279, pruned_loss=0.08814, over 2477009.69 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07213, over 24826.71 utterances.], batch size: 183, lr: 9.77e-04
2022-08-21 04:29:21,490 INFO [train.py:927] (3/8) Epoch 2, batch 20100, giga_loss[loss=0.1941, simple_loss=0.267, pruned_loss=0.0606, over 12368.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04637, over 146.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3232, pruned_loss=0.08914, over 2475591.51 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07641, over 22901.76 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3528, pruned_loss=0.1177, over 2466616.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.06399, over 7886.71 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3213, pruned_loss=0.08626, over 2476655.26 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07616, over 24625.57 utterances.], batch size: 146, lr: 9.76e-04
2022-08-21 04:31:03,670 INFO [train.py:927] (3/8) Epoch 2, batch 20150, giga_loss[loss=0.2617, simple_loss=0.3076, pruned_loss=0.1079, over 12358.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3152, pruned_loss=0.08514, over 2474691.82 frames. utt_duration=452 frames, utt_pad_proportion=0.07303, over 21964.48 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3533, pruned_loss=0.1175, over 2466883.08 frames. utt_duration=1253 frames, utt_pad_proportion=0.0635, over 7887.45 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3127, pruned_loss=0.08264, over 2475410.14 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07322, over 23519.79 utterances.], batch size: 257, lr: 9.76e-04
2022-08-21 04:32:46,765 INFO [train.py:927] (3/8) Epoch 2, batch 20200, giga_loss[loss=0.2056, simple_loss=0.2738, pruned_loss=0.0687, over 12447.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03554, over 86.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3132, pruned_loss=0.08378, over 2474809.09 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07725, over 21999.44 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3568, pruned_loss=0.1178, over 2466907.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.06714, over 7950.57 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3077, pruned_loss=0.08098, over 2475489.69 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07622, over 23420.37 utterances.], batch size: 86, lr: 9.75e-04
2022-08-21 04:34:27,801 INFO [train.py:927] (3/8) Epoch 2, batch 20250, giga_loss[loss=0.2068, simple_loss=0.2809, pruned_loss=0.06639, over 12265.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3105, pruned_loss=0.0839, over 2473828.82 frames. utt_duration=487 frames, utt_pad_proportion=0.07314, over 20377.03 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3564, pruned_loss=0.1181, over 2466846.73 frames. utt_duration=1236 frames, utt_pad_proportion=0.06801, over 7993.77 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3033, pruned_loss=0.07911, over 2474933.36 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07244, over 22377.91 utterances.], batch size: 54, lr: 9.75e-04
2022-08-21 04:36:12,027 INFO [train.py:927] (3/8) Epoch 2, batch 20300, giga_loss[loss=0.2112, simple_loss=0.2854, pruned_loss=0.06855, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05207, over 161.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3041, pruned_loss=0.08137, over 2473461.74 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07146, over 20143.68 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3556, pruned_loss=0.1179, over 2466342.47 frames. utt_duration=1244 frames, utt_pad_proportion=0.06671, over 7942.63 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.2977, pruned_loss=0.07675, over 2474988.08 frames. utt_duration=449 frames, utt_pad_proportion=0.07148, over 22121.02 utterances.], batch size: 161, lr: 9.74e-04
2022-08-21 04:37:54,686 INFO [train.py:927] (3/8) Epoch 2, batch 20350, giga_loss[loss=0.2119, simple_loss=0.265, pruned_loss=0.07941, over 12345.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1889, over 362.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.2991, pruned_loss=0.07962, over 2473572.77 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07369, over 19881.44 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3555, pruned_loss=0.1183, over 2466626.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.06593, over 7964.34 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2924, pruned_loss=0.0743, over 2474772.98 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07386, over 21842.34 utterances.], batch size: 362, lr: 9.74e-04
2022-08-21 04:39:37,537 INFO [train.py:927] (3/8) Epoch 2, batch 20400, giga_loss[loss=0.2015, simple_loss=0.2751, pruned_loss=0.06391, over 12404.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.0348, over 75.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.2923, pruned_loss=0.0758, over 2473521.87 frames. utt_duration=512.2 frames, utt_pad_proportion=0.0697, over 19372.01 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3551, pruned_loss=0.1182, over 2466565.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.06532, over 7954.86 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2866, pruned_loss=0.07124, over 2474608.43 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07037, over 21075.46 utterances.], batch size: 75, lr: 9.73e-04
2022-08-21 04:41:22,596 INFO [train.py:927] (3/8) Epoch 2, batch 20450, libri_loss[loss=0.2754, simple_loss=0.336, pruned_loss=0.1074, over 12285.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.04355, over 27.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.297, pruned_loss=0.07833, over 2472930.54 frames. utt_duration=508.7 frames, utt_pad_proportion=0.07003, over 19499.58 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.355, pruned_loss=0.1181, over 2466517.68 frames. utt_duration=1244 frames, utt_pad_proportion=0.06525, over 7942.09 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.2923, pruned_loss=0.07462, over 2473860.53 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07057, over 20902.92 utterances.], batch size: 27, lr: 9.73e-04
2022-08-21 04:43:04,955 INFO [train.py:927] (3/8) Epoch 2, batch 20500, libri_loss[loss=0.2726, simple_loss=0.3275, pruned_loss=0.1089, over 12342.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005694, over 33.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3087, pruned_loss=0.08495, over 2472874.77 frames. utt_duration=525.8 frames, utt_pad_proportion=0.07073, over 18864.84 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3548, pruned_loss=0.1182, over 2466586.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.07228, over 8081.64 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3031, pruned_loss=0.08041, over 2473833.39 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06877, over 20358.16 utterances.], batch size: 33, lr: 9.72e-04
2022-08-21 04:44:48,533 INFO [train.py:927] (3/8) Epoch 2, batch 20550, giga_loss[loss=0.2608, simple_loss=0.3324, pruned_loss=0.09457, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.03781, over 31.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3171, pruned_loss=0.08846, over 2472777.07 frames. utt_duration=523 frames, utt_pad_proportion=0.07163, over 18965.27 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3553, pruned_loss=0.1186, over 2466823.10 frames. utt_duration=1206 frames, utt_pad_proportion=0.07622, over 8189.61 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3114, pruned_loss=0.08391, over 2473432.02 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06848, over 20244.46 utterances.], batch size: 31, lr: 9.72e-04
2022-08-21 04:46:33,070 INFO [train.py:927] (3/8) Epoch 2, batch 20600, giga_loss[loss=0.2254, simple_loss=0.2984, pruned_loss=0.07616, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03339, over 28.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3201, pruned_loss=0.08892, over 2472870.15 frames. utt_duration=522.4 frames, utt_pad_proportion=0.0691, over 18986.89 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.355, pruned_loss=0.1184, over 2466931.47 frames. utt_duration=1210 frames, utt_pad_proportion=0.07539, over 8165.86 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3154, pruned_loss=0.08509, over 2473378.04 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06701, over 20173.76 utterances.], batch size: 28, lr: 9.71e-04
2022-08-21 04:48:16,976 INFO [train.py:927] (3/8) Epoch 2, batch 20650, giga_loss[loss=0.2529, simple_loss=0.3317, pruned_loss=0.08707, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02658, over 48.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3266, pruned_loss=0.09259, over 2473185.47 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07215, over 19307.12 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3564, pruned_loss=0.1185, over 2466969.91 frames. utt_duration=1207 frames, utt_pad_proportion=0.0756, over 8183.23 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3213, pruned_loss=0.0892, over 2473609.38 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07025, over 20323.18 utterances.], batch size: 48, lr: 9.71e-04
2022-08-21 04:49:59,495 INFO [train.py:927] (3/8) Epoch 2, batch 20700, giga_loss[loss=0.2557, simple_loss=0.3303, pruned_loss=0.09054, over 12363.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03142, over 97.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3313, pruned_loss=0.09468, over 2473081.67 frames. utt_duration=519 frames, utt_pad_proportion=0.07463, over 19116.62 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3565, pruned_loss=0.1184, over 2466938.51 frames. utt_duration=1213 frames, utt_pad_proportion=0.07455, over 8147.82 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3264, pruned_loss=0.09169, over 2473553.30 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07333, over 20142.45 utterances.], batch size: 97, lr: 9.70e-04
2022-08-21 04:51:40,796 INFO [train.py:927] (3/8) Epoch 2, batch 20750, giga_loss[loss=0.2814, simple_loss=0.3485, pruned_loss=0.1071, over 12406.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3334, pruned_loss=0.0955, over 2472941.81 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07637, over 18937.80 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3557, pruned_loss=0.1181, over 2467441.46 frames. utt_duration=1220 frames, utt_pad_proportion=0.07236, over 8099.05 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3293, pruned_loss=0.09248, over 2473081.49 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07609, over 20205.32 utterances.], batch size: 183, lr: 9.70e-04
2022-08-21 04:53:23,806 INFO [train.py:927] (3/8) Epoch 2, batch 20800, giga_loss[loss=0.2458, simple_loss=0.3301, pruned_loss=0.08077, over 12435.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03247, over 75.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3333, pruned_loss=0.09404, over 2472986.11 frames. utt_duration=550.9 frames, utt_pad_proportion=0.07051, over 18005.04 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3552, pruned_loss=0.1179, over 2467362.28 frames. utt_duration=1224 frames, utt_pad_proportion=0.07102, over 8070.98 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.33, pruned_loss=0.09133, over 2473293.66 frames. utt_duration=514.8 frames, utt_pad_proportion=0.07114, over 19271.20 utterances.], batch size: 75, lr: 9.69e-04
2022-08-21 04:55:07,958 INFO [train.py:927] (3/8) Epoch 2, batch 20850, giga_loss[loss=0.358, simple_loss=0.3954, pruned_loss=0.1603, over 12379.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07005, over 211.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3374, pruned_loss=0.09518, over 2472987.29 frames. utt_duration=564.6 frames, utt_pad_proportion=0.07047, over 17565.72 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3574, pruned_loss=0.118, over 2467227.38 frames. utt_duration=1214 frames, utt_pad_proportion=0.07451, over 8138.62 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3317, pruned_loss=0.09197, over 2473553.15 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06948, over 18876.47 utterances.], batch size: 211, lr: 9.69e-04
2022-08-21 04:56:53,261 INFO [train.py:927] (3/8) Epoch 2, batch 20900, giga_loss[loss=0.3124, simple_loss=0.3668, pruned_loss=0.129, over 12410.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0474, over 161.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3415, pruned_loss=0.0997, over 2472936.54 frames. utt_duration=561.5 frames, utt_pad_proportion=0.07614, over 17662.79 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3587, pruned_loss=0.1186, over 2467466.44 frames. utt_duration=1202 frames, utt_pad_proportion=0.07842, over 8221.86 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3357, pruned_loss=0.09627, over 2473284.58 frames. utt_duration=528.2 frames, utt_pad_proportion=0.07338, over 18782.71 utterances.], batch size: 161, lr: 9.68e-04
2022-08-21 04:58:35,736 INFO [train.py:927] (3/8) Epoch 2, batch 20950, giga_loss[loss=0.223, simple_loss=0.2982, pruned_loss=0.07393, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.046, over 31.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.34, pruned_loss=0.1004, over 2473657.74 frames. utt_duration=562.7 frames, utt_pad_proportion=0.07218, over 17631.00 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3578, pruned_loss=0.1182, over 2467479.14 frames. utt_duration=1209 frames, utt_pad_proportion=0.07753, over 8176.75 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3359, pruned_loss=0.09768, over 2474015.88 frames. utt_duration=530.3 frames, utt_pad_proportion=0.0705, over 18715.02 utterances.], batch size: 31, lr: 9.68e-04
2022-08-21 05:00:19,235 INFO [train.py:927] (3/8) Epoch 2, batch 21000, giga_loss[loss=0.2801, simple_loss=0.3526, pruned_loss=0.1038, over 12273.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02703, over 45.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3391, pruned_loss=0.1004, over 2473789.55 frames. utt_duration=579 frames, utt_pad_proportion=0.06821, over 17135.27 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.358, pruned_loss=0.1187, over 2467798.94 frames. utt_duration=1200 frames, utt_pad_proportion=0.08013, over 8237.85 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3352, pruned_loss=0.09744, over 2473944.36 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06604, over 18150.89 utterances.], batch size: 45, lr: 9.67e-04
2022-08-21 05:00:19,236 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 05:00:33,101 INFO [train.py:967] (3/8) 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 05:02:13,094 INFO [train.py:927] (3/8) Epoch 2, batch 21050, giga_loss[loss=0.2344, simple_loss=0.308, pruned_loss=0.08041, over 12444.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03125, over 80.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3363, pruned_loss=0.09863, over 2474023.01 frames. utt_duration=556 frames, utt_pad_proportion=0.06662, over 17847.49 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3567, pruned_loss=0.118, over 2467600.83 frames. utt_duration=1207 frames, utt_pad_proportion=0.07822, over 8187.19 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3337, pruned_loss=0.09631, over 2474512.07 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06564, over 18997.45 utterances.], batch size: 80, lr: 9.67e-04
2022-08-21 05:03:57,496 INFO [train.py:927] (3/8) Epoch 2, batch 21100, giga_loss[loss=0.2338, simple_loss=0.3129, pruned_loss=0.07733, over 12323.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.02934, over 66.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3323, pruned_loss=0.09637, over 2474466.28 frames. utt_duration=557 frames, utt_pad_proportion=0.06427, over 17817.62 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3566, pruned_loss=0.1183, over 2467349.20 frames. utt_duration=1213 frames, utt_pad_proportion=0.07643, over 8149.02 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3297, pruned_loss=0.09372, over 2475270.02 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06417, over 19027.56 utterances.], batch size: 66, lr: 9.66e-04
2022-08-21 05:05:40,577 INFO [train.py:927] (3/8) Epoch 2, batch 21150, giga_loss[loss=0.2355, simple_loss=0.3085, pruned_loss=0.08126, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3288, pruned_loss=0.09444, over 2474168.60 frames. utt_duration=528.6 frames, utt_pad_proportion=0.07118, over 18775.92 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3587, pruned_loss=0.119, over 2467252.02 frames. utt_duration=1204 frames, utt_pad_proportion=0.07923, over 8209.95 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3245, pruned_loss=0.09133, over 2475031.86 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06977, over 19863.91 utterances.], batch size: 146, lr: 9.66e-04
2022-08-21 05:07:25,420 INFO [train.py:927] (3/8) Epoch 2, batch 21200, giga_loss[loss=0.2416, simple_loss=0.315, pruned_loss=0.08417, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3266, pruned_loss=0.09316, over 2474071.71 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07626, over 19237.63 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.358, pruned_loss=0.1185, over 2467261.22 frames. utt_duration=1207 frames, utt_pad_proportion=0.07785, over 8185.97 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3231, pruned_loss=0.09056, over 2474901.87 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07546, over 20385.59 utterances.], batch size: 113, lr: 9.65e-04
2022-08-21 05:09:09,224 INFO [train.py:927] (3/8) Epoch 2, batch 21250, giga_loss[loss=0.2342, simple_loss=0.2944, pruned_loss=0.08695, over 12079.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04056, over 30.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3251, pruned_loss=0.09314, over 2473717.89 frames. utt_duration=514.1 frames, utt_pad_proportion=0.0752, over 19302.83 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3578, pruned_loss=0.1187, over 2467195.20 frames. utt_duration=1197 frames, utt_pad_proportion=0.08025, over 8251.51 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3215, pruned_loss=0.09012, over 2474623.78 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07378, over 20503.57 utterances.], batch size: 30, lr: 9.65e-04
2022-08-21 05:10:50,989 INFO [train.py:927] (3/8) Epoch 2, batch 21300, giga_loss[loss=0.2376, simple_loss=0.3085, pruned_loss=0.08331, over 12377.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3206, pruned_loss=0.09145, over 2473311.36 frames. utt_duration=514 frames, utt_pad_proportion=0.07571, over 19304.58 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3572, pruned_loss=0.1184, over 2467342.76 frames. utt_duration=1199 frames, utt_pad_proportion=0.07954, over 8242.10 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3175, pruned_loss=0.08873, over 2474042.40 frames. utt_duration=484 frames, utt_pad_proportion=0.07477, over 20510.90 utterances.], batch size: 62, lr: 9.64e-04
2022-08-21 05:12:35,027 INFO [train.py:927] (3/8) Epoch 2, batch 21350, libri_loss[loss=0.2818, simple_loss=0.3594, pruned_loss=0.1021, over 12449.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006063, over 32.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3155, pruned_loss=0.08828, over 2473190.48 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06905, over 17934.01 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3573, pruned_loss=0.1182, over 2467660.71 frames. utt_duration=1202 frames, utt_pad_proportion=0.07847, over 8222.41 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3123, pruned_loss=0.08578, over 2473584.68 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06899, over 19094.73 utterances.], batch size: 32, lr: 9.64e-04
2022-08-21 05:14:25,164 INFO [train.py:927] (3/8) Epoch 2, batch 21400, giga_loss[loss=0.2364, simple_loss=0.3044, pruned_loss=0.08413, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03085, over 62.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3133, pruned_loss=0.08732, over 2472762.65 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06927, over 17717.16 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3579, pruned_loss=0.1184, over 2467527.02 frames. utt_duration=1204 frames, utt_pad_proportion=0.07762, over 8207.19 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3095, pruned_loss=0.08476, over 2473243.51 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06947, over 18772.64 utterances.], batch size: 62, lr: 9.63e-04
2022-08-21 05:16:08,346 INFO [train.py:927] (3/8) Epoch 2, batch 21450, giga_loss[loss=0.2466, simple_loss=0.3203, pruned_loss=0.08648, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3109, pruned_loss=0.08633, over 2472836.43 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06798, over 17107.92 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3583, pruned_loss=0.1189, over 2467719.08 frames. utt_duration=1192 frames, utt_pad_proportion=0.08141, over 8293.55 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3065, pruned_loss=0.08312, over 2473174.90 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06649, over 18078.78 utterances.], batch size: 113, lr: 9.63e-04
2022-08-21 05:17:51,056 INFO [train.py:927] (3/8) Epoch 2, batch 21500, giga_loss[loss=0.3741, simple_loss=0.4028, pruned_loss=0.1727, over 12391.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3115, pruned_loss=0.08756, over 2472731.34 frames. utt_duration=569.2 frames, utt_pad_proportion=0.07079, over 17423.51 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3583, pruned_loss=0.1193, over 2467777.81 frames. utt_duration=1184 frames, utt_pad_proportion=0.08445, over 8347.88 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3071, pruned_loss=0.08407, over 2473046.64 frames. utt_duration=542 frames, utt_pad_proportion=0.06793, over 18303.04 utterances.], batch size: 259, lr: 9.62e-04
2022-08-21 05:19:36,241 INFO [train.py:927] (3/8) Epoch 2, batch 21550, giga_loss[loss=0.2846, simple_loss=0.3549, pruned_loss=0.1072, over 12446.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3155, pruned_loss=0.0899, over 2473213.99 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06738, over 17283.06 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3584, pruned_loss=0.1196, over 2467738.66 frames. utt_duration=1175 frames, utt_pad_proportion=0.08765, over 8409.34 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3114, pruned_loss=0.08646, over 2473593.22 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06385, over 18046.15 utterances.], batch size: 105, lr: 9.62e-04
2022-08-21 05:21:18,448 INFO [train.py:927] (3/8) Epoch 2, batch 21600, giga_loss[loss=0.2747, simple_loss=0.3452, pruned_loss=0.1021, over 12429.00 frames. utt_duration=509 frames, utt_pad_proportion=0.03604, over 98.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3229, pruned_loss=0.09482, over 2474223.44 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06598, over 18122.02 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3578, pruned_loss=0.1193, over 2467698.24 frames. utt_duration=1182 frames, utt_pad_proportion=0.08537, over 8361.86 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3188, pruned_loss=0.09143, over 2474756.87 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06406, over 19079.82 utterances.], batch size: 98, lr: 9.61e-04
2022-08-21 05:23:01,805 INFO [train.py:927] (3/8) Epoch 2, batch 21650, giga_loss[loss=0.2682, simple_loss=0.3271, pruned_loss=0.1047, over 12287.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02697, over 42.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3279, pruned_loss=0.09657, over 2473484.75 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06982, over 18148.48 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3572, pruned_loss=0.119, over 2467454.37 frames. utt_duration=1188 frames, utt_pad_proportion=0.08318, over 8317.63 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3242, pruned_loss=0.09338, over 2474345.96 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06872, over 19263.09 utterances.], batch size: 42, lr: 9.61e-04
2022-08-21 05:24:43,144 INFO [train.py:927] (3/8) Epoch 2, batch 21700, giga_loss[loss=0.2907, simple_loss=0.364, pruned_loss=0.1087, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03134, over 58.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3343, pruned_loss=0.1006, over 2473523.37 frames. utt_duration=525.9 frames, utt_pad_proportion=0.07591, over 18868.47 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3572, pruned_loss=0.1193, over 2467726.71 frames. utt_duration=1177 frames, utt_pad_proportion=0.08577, over 8398.49 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3302, pruned_loss=0.09696, over 2474248.69 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07355, over 20125.17 utterances.], batch size: 58, lr: 9.60e-04
2022-08-21 05:26:26,627 INFO [train.py:927] (3/8) Epoch 2, batch 21750, giga_loss[loss=0.2503, simple_loss=0.327, pruned_loss=0.08684, over 12330.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.02527, over 66.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3334, pruned_loss=0.09868, over 2473487.79 frames. utt_duration=517 frames, utt_pad_proportion=0.07896, over 19191.76 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3589, pruned_loss=0.12, over 2468209.21 frames. utt_duration=1167 frames, utt_pad_proportion=0.08895, over 8468.50 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3281, pruned_loss=0.09465, over 2473711.74 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07556, over 20330.85 utterances.], batch size: 66, lr: 9.60e-04
2022-08-21 05:28:10,391 INFO [train.py:927] (3/8) Epoch 2, batch 21800, giga_loss[loss=0.2695, simple_loss=0.3433, pruned_loss=0.09785, over 12426.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03897, over 123.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3332, pruned_loss=0.0972, over 2473782.40 frames. utt_duration=532.6 frames, utt_pad_proportion=0.07611, over 18632.60 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3589, pruned_loss=0.1199, over 2468179.49 frames. utt_duration=1160 frames, utt_pad_proportion=0.09187, over 8523.44 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3285, pruned_loss=0.09366, over 2474087.06 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07206, over 19673.12 utterances.], batch size: 123, lr: 9.59e-04
2022-08-21 05:29:53,305 INFO [train.py:927] (3/8) Epoch 2, batch 21850, giga_loss[loss=0.2681, simple_loss=0.3416, pruned_loss=0.09733, over 12125.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04199, over 28.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3352, pruned_loss=0.09827, over 2473261.42 frames. utt_duration=536.3 frames, utt_pad_proportion=0.07658, over 18497.92 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3593, pruned_loss=0.12, over 2468042.90 frames. utt_duration=1153 frames, utt_pad_proportion=0.09389, over 8575.71 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3304, pruned_loss=0.09475, over 2473768.46 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07236, over 19558.99 utterances.], batch size: 28, lr: 9.59e-04
2022-08-21 05:31:37,810 INFO [train.py:927] (3/8) Epoch 2, batch 21900, giga_loss[loss=0.2824, simple_loss=0.3517, pruned_loss=0.1066, over 12364.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04226, over 133.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3349, pruned_loss=0.09786, over 2472854.06 frames. utt_duration=547.2 frames, utt_pad_proportion=0.07299, over 18127.33 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3589, pruned_loss=0.1198, over 2467897.69 frames. utt_duration=1154 frames, utt_pad_proportion=0.09359, over 8562.84 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09524, over 2473415.88 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06987, over 19016.96 utterances.], batch size: 133, lr: 9.58e-04
2022-08-21 05:33:23,541 INFO [train.py:927] (3/8) Epoch 2, batch 21950, giga_loss[loss=0.2497, simple_loss=0.3219, pruned_loss=0.08869, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02837, over 48.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3359, pruned_loss=0.09828, over 2473515.53 frames. utt_duration=556.9 frames, utt_pad_proportion=0.0673, over 17815.04 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3588, pruned_loss=0.1198, over 2467867.20 frames. utt_duration=1155 frames, utt_pad_proportion=0.09323, over 8555.02 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3331, pruned_loss=0.09612, over 2474003.53 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06512, over 18558.02 utterances.], batch size: 48, lr: 9.58e-04
2022-08-21 05:35:06,913 INFO [train.py:927] (3/8) Epoch 2, batch 22000, giga_loss[loss=0.2652, simple_loss=0.3379, pruned_loss=0.09621, over 12248.00 frames. utt_duration=1886 frames, utt_pad_proportion=0.05521, over 26.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3369, pruned_loss=0.09887, over 2472480.81 frames. utt_duration=556.8 frames, utt_pad_proportion=0.07159, over 17809.30 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3584, pruned_loss=0.1199, over 2467875.77 frames. utt_duration=1161 frames, utt_pad_proportion=0.09156, over 8511.53 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3346, pruned_loss=0.09664, over 2472972.90 frames. utt_duration=531.7 frames, utt_pad_proportion=0.0702, over 18656.75 utterances.], batch size: 26, lr: 9.57e-04
2022-08-21 05:36:50,256 INFO [train.py:927] (3/8) Epoch 2, batch 22050, giga_loss[loss=0.2937, simple_loss=0.3616, pruned_loss=0.1129, over 12391.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03381, over 80.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3401, pruned_loss=0.1005, over 2472182.20 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06845, over 17341.03 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3602, pruned_loss=0.1204, over 2468022.56 frames. utt_duration=1154 frames, utt_pad_proportion=0.09248, over 8562.09 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3357, pruned_loss=0.09736, over 2472635.86 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06653, over 18316.05 utterances.], batch size: 80, lr: 9.57e-04
2022-08-21 05:38:34,670 INFO [train.py:927] (3/8) Epoch 2, batch 22100, giga_loss[loss=0.2544, simple_loss=0.3234, pruned_loss=0.09269, over 12427.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05451, over 162.00 utterances.], tot_loss[loss=0.27, simple_loss=0.339, pruned_loss=0.1005, over 2473301.45 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06681, over 17383.14 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3602, pruned_loss=0.1206, over 2468209.03 frames. utt_duration=1157 frames, utt_pad_proportion=0.09096, over 8543.70 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3351, pruned_loss=0.09737, over 2473615.50 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06572, over 18417.64 utterances.], batch size: 162, lr: 9.56e-04
2022-08-21 05:40:17,081 INFO [train.py:927] (3/8) Epoch 2, batch 22150, giga_loss[loss=0.2699, simple_loss=0.3415, pruned_loss=0.09914, over 12425.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03006, over 80.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3388, pruned_loss=0.1007, over 2472674.16 frames. utt_duration=585.4 frames, utt_pad_proportion=0.06574, over 16940.08 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3599, pruned_loss=0.1205, over 2468342.28 frames. utt_duration=1158 frames, utt_pad_proportion=0.08912, over 8534.38 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3353, pruned_loss=0.09776, over 2472933.29 frames. utt_duration=551 frames, utt_pad_proportion=0.06537, over 18001.18 utterances.], batch size: 80, lr: 9.56e-04
2022-08-21 05:41:59,728 INFO [train.py:927] (3/8) Epoch 2, batch 22200, giga_loss[loss=0.2563, simple_loss=0.3288, pruned_loss=0.09187, over 12143.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04235, over 28.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3376, pruned_loss=0.09895, over 2472202.03 frames. utt_duration=598.3 frames, utt_pad_proportion=0.06724, over 16569.18 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.36, pruned_loss=0.1207, over 2468324.35 frames. utt_duration=1160 frames, utt_pad_proportion=0.08843, over 8522.06 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3346, pruned_loss=0.09633, over 2472456.43 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06708, over 17484.23 utterances.], batch size: 28, lr: 9.55e-04
2022-08-21 05:43:42,109 INFO [train.py:927] (3/8) Epoch 2, batch 22250, giga_loss[loss=0.2733, simple_loss=0.3343, pruned_loss=0.1062, over 12371.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.03535, over 132.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3371, pruned_loss=0.09871, over 2472492.02 frames. utt_duration=609 frames, utt_pad_proportion=0.06609, over 16280.24 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3593, pruned_loss=0.1202, over 2468500.73 frames. utt_duration=1170 frames, utt_pad_proportion=0.08593, over 8449.49 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3345, pruned_loss=0.09619, over 2472691.86 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06679, over 17373.33 utterances.], batch size: 132, lr: 9.55e-04
2022-08-21 05:45:26,164 INFO [train.py:927] (3/8) Epoch 2, batch 22300, giga_loss[loss=0.2175, simple_loss=0.2946, pruned_loss=0.07016, over 12360.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03458, over 80.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3334, pruned_loss=0.0964, over 2472281.89 frames. utt_duration=601.2 frames, utt_pad_proportion=0.06676, over 16489.66 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3587, pruned_loss=0.12, over 2468268.07 frames. utt_duration=1175 frames, utt_pad_proportion=0.08508, over 8414.91 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3315, pruned_loss=0.09428, over 2472688.84 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06759, over 17496.99 utterances.], batch size: 80, lr: 9.54e-04
2022-08-21 05:47:08,575 INFO [train.py:927] (3/8) Epoch 2, batch 22350, giga_loss[loss=0.2419, simple_loss=0.3136, pruned_loss=0.08507, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03136, over 42.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3338, pruned_loss=0.09737, over 2472220.93 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06661, over 16910.99 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3591, pruned_loss=0.1202, over 2468284.68 frames. utt_duration=1179 frames, utt_pad_proportion=0.08348, over 8381.66 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3313, pruned_loss=0.09487, over 2472649.98 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06777, over 17981.54 utterances.], batch size: 42, lr: 9.54e-04
2022-08-21 05:48:51,769 INFO [train.py:927] (3/8) Epoch 2, batch 22400, giga_loss[loss=0.2457, simple_loss=0.3189, pruned_loss=0.08619, over 12400.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3313, pruned_loss=0.09588, over 2472654.20 frames. utt_duration=602 frames, utt_pad_proportion=0.06115, over 16470.18 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.359, pruned_loss=0.1197, over 2468406.05 frames. utt_duration=1184 frames, utt_pad_proportion=0.08202, over 8353.26 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3286, pruned_loss=0.09355, over 2473043.72 frames. utt_duration=562.7 frames, utt_pad_proportion=0.0628, over 17628.15 utterances.], batch size: 133, lr: 9.53e-04
2022-08-21 05:50:33,531 INFO [train.py:927] (3/8) Epoch 2, batch 22450, libri_loss[loss=0.3274, simple_loss=0.379, pruned_loss=0.138, over 12362.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01504, over 41.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3274, pruned_loss=0.09446, over 2472876.46 frames. utt_duration=593.2 frames, utt_pad_proportion=0.06269, over 16716.59 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3586, pruned_loss=0.1195, over 2468409.82 frames. utt_duration=1187 frames, utt_pad_proportion=0.08079, over 8330.38 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3251, pruned_loss=0.09235, over 2473259.52 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06433, over 17813.02 utterances.], batch size: 41, lr: 9.53e-04
2022-08-21 05:52:15,514 INFO [train.py:927] (3/8) Epoch 2, batch 22500, giga_loss[loss=0.3638, simple_loss=0.3989, pruned_loss=0.1644, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07003, over 212.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3256, pruned_loss=0.09378, over 2472962.31 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06094, over 16948.11 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3587, pruned_loss=0.1198, over 2468620.84 frames. utt_duration=1186 frames, utt_pad_proportion=0.07979, over 8333.64 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3231, pruned_loss=0.09139, over 2473150.76 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06259, over 17966.81 utterances.], batch size: 212, lr: 9.52e-04
2022-08-21 05:53:56,609 INFO [train.py:927] (3/8) Epoch 2, batch 22550, giga_loss[loss=0.278, simple_loss=0.3554, pruned_loss=0.1003, over 12375.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3261, pruned_loss=0.09381, over 2472491.12 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05833, over 16454.18 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3585, pruned_loss=0.1203, over 2468532.82 frames. utt_duration=1180 frames, utt_pad_proportion=0.08241, over 8380.52 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3232, pruned_loss=0.0906, over 2472836.90 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05813, over 17486.21 utterances.], batch size: 133, lr: 9.52e-04
2022-08-21 05:55:37,221 INFO [train.py:927] (3/8) Epoch 2, batch 22600, giga_loss[loss=0.2275, simple_loss=0.303, pruned_loss=0.07595, over 12297.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02795, over 45.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3263, pruned_loss=0.09224, over 2472540.48 frames. utt_duration=608 frames, utt_pad_proportion=0.05441, over 16307.08 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3586, pruned_loss=0.1201, over 2468613.16 frames. utt_duration=1182 frames, utt_pad_proportion=0.08145, over 8365.85 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3234, pruned_loss=0.08957, over 2472801.18 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05472, over 17242.10 utterances.], batch size: 45, lr: 9.51e-04
2022-08-21 05:57:17,138 INFO [train.py:927] (3/8) Epoch 2, batch 22650, giga_loss[loss=0.2343, simple_loss=0.3001, pruned_loss=0.08423, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02892, over 48.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3269, pruned_loss=0.09185, over 2473398.62 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05601, over 17235.32 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3595, pruned_loss=0.1202, over 2468453.98 frames. utt_duration=1185 frames, utt_pad_proportion=0.08024, over 8346.01 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3232, pruned_loss=0.08902, over 2473820.35 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05644, over 18180.05 utterances.], batch size: 48, lr: 9.51e-04
2022-08-21 05:58:59,013 INFO [train.py:927] (3/8) Epoch 2, batch 22700, giga_loss[loss=0.2335, simple_loss=0.3155, pruned_loss=0.07577, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02726, over 66.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3288, pruned_loss=0.09275, over 2473229.11 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05383, over 17974.75 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3601, pruned_loss=0.1204, over 2468200.43 frames. utt_duration=1188 frames, utt_pad_proportion=0.07903, over 8323.19 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3247, pruned_loss=0.08987, over 2473890.22 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05456, over 18909.42 utterances.], batch size: 66, lr: 9.50e-04
2022-08-21 06:00:39,080 INFO [train.py:927] (3/8) Epoch 2, batch 22750, giga_loss[loss=0.2428, simple_loss=0.3248, pruned_loss=0.08035, over 12354.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02919, over 91.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.33, pruned_loss=0.09359, over 2473541.40 frames. utt_duration=557.1 frames, utt_pad_proportion=0.0515, over 17807.80 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3597, pruned_loss=0.1202, over 2467967.11 frames. utt_duration=1195 frames, utt_pad_proportion=0.07707, over 8271.70 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3262, pruned_loss=0.09053, over 2474482.37 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05269, over 18911.46 utterances.], batch size: 91, lr: 9.50e-04
2022-08-21 06:02:20,463 INFO [train.py:927] (3/8) Epoch 2, batch 22800, giga_loss[loss=0.2482, simple_loss=0.3271, pruned_loss=0.08466, over 12316.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03642, over 51.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3304, pruned_loss=0.09354, over 2473329.58 frames. utt_duration=564.7 frames, utt_pad_proportion=0.0516, over 17567.38 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3593, pruned_loss=0.1199, over 2468006.69 frames. utt_duration=1198 frames, utt_pad_proportion=0.07622, over 8247.74 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3274, pruned_loss=0.09109, over 2474087.01 frames. utt_duration=533.9 frames, utt_pad_proportion=0.05277, over 18588.73 utterances.], batch size: 51, lr: 9.49e-04
2022-08-21 06:04:00,833 INFO [train.py:927] (3/8) Epoch 2, batch 22850, libri_loss[loss=0.2747, simple_loss=0.3206, pruned_loss=0.1144, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0072, over 31.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3307, pruned_loss=0.09381, over 2473873.44 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05505, over 17677.77 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3587, pruned_loss=0.1196, over 2468378.88 frames. utt_duration=1203 frames, utt_pad_proportion=0.07449, over 8216.36 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3279, pruned_loss=0.0913, over 2474333.18 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05624, over 18818.91 utterances.], batch size: 31, lr: 9.49e-04
2022-08-21 06:05:41,941 INFO [train.py:927] (3/8) Epoch 2, batch 22900, libri_loss[loss=0.3339, simple_loss=0.3803, pruned_loss=0.1438, over 12421.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02282, over 43.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3298, pruned_loss=0.09306, over 2473752.35 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05238, over 17167.05 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3585, pruned_loss=0.1195, over 2468336.50 frames. utt_duration=1206 frames, utt_pad_proportion=0.07337, over 8198.24 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3273, pruned_loss=0.09061, over 2474251.24 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05381, over 18258.14 utterances.], batch size: 43, lr: 9.49e-04
2022-08-21 06:07:22,038 INFO [train.py:927] (3/8) Epoch 2, batch 22950, giga_loss[loss=0.2145, simple_loss=0.2923, pruned_loss=0.06838, over 12360.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.0292, over 70.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3272, pruned_loss=0.09214, over 2473096.79 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05275, over 16926.76 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3584, pruned_loss=0.1195, over 2468413.72 frames. utt_duration=1200 frames, utt_pad_proportion=0.07592, over 8235.93 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3246, pruned_loss=0.08965, over 2473542.10 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05258, over 17965.07 utterances.], batch size: 70, lr: 9.48e-04
2022-08-21 06:09:03,650 INFO [train.py:927] (3/8) Epoch 2, batch 23000, libri_loss[loss=0.3935, simple_loss=0.437, pruned_loss=0.175, over 12464.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007022, over 39.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3267, pruned_loss=0.09155, over 2473540.92 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05553, over 17080.16 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3589, pruned_loss=0.1202, over 2468539.52 frames. utt_duration=1203 frames, utt_pad_proportion=0.07452, over 8215.34 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3235, pruned_loss=0.08823, over 2473900.63 frames. utt_duration=547 frames, utt_pad_proportion=0.05568, over 18141.19 utterances.], batch size: 39, lr: 9.48e-04
2022-08-21 06:10:45,851 INFO [train.py:927] (3/8) Epoch 2, batch 23050, giga_loss[loss=0.241, simple_loss=0.3258, pruned_loss=0.0781, over 12331.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03003, over 66.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3286, pruned_loss=0.09218, over 2473061.08 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05764, over 17428.46 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3598, pruned_loss=0.1208, over 2468324.85 frames. utt_duration=1208 frames, utt_pad_proportion=0.07395, over 8183.28 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3248, pruned_loss=0.08863, over 2473601.25 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05777, over 18405.06 utterances.], batch size: 66, lr: 9.47e-04
2022-08-21 06:12:24,507 INFO [train.py:927] (3/8) Epoch 2, batch 23100, giga_loss[loss=0.2566, simple_loss=0.3189, pruned_loss=0.09714, over 12343.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.0292, over 66.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3295, pruned_loss=0.09427, over 2472655.89 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05477, over 17045.02 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3609, pruned_loss=0.1215, over 2468264.57 frames. utt_duration=1210 frames, utt_pad_proportion=0.07259, over 8166.95 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3248, pruned_loss=0.09029, over 2473227.10 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05539, over 18030.62 utterances.], batch size: 66, lr: 9.47e-04
2022-08-21 06:14:04,730 INFO [train.py:927] (3/8) Epoch 2, batch 23150, giga_loss[loss=0.2495, simple_loss=0.3222, pruned_loss=0.08834, over 12382.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02995, over 62.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3268, pruned_loss=0.09364, over 2473367.56 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05213, over 17110.79 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3606, pruned_loss=0.1212, over 2468425.80 frames. utt_duration=1213 frames, utt_pad_proportion=0.07186, over 8148.60 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.323, pruned_loss=0.09036, over 2473735.88 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05294, over 18024.35 utterances.], batch size: 62, lr: 9.46e-04
2022-08-21 06:15:45,527 INFO [train.py:927] (3/8) Epoch 2, batch 23200, giga_loss[loss=0.2693, simple_loss=0.3324, pruned_loss=0.1031, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02939, over 48.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3247, pruned_loss=0.09315, over 2473196.57 frames. utt_duration=578 frames, utt_pad_proportion=0.05492, over 17160.19 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3607, pruned_loss=0.1212, over 2468485.22 frames. utt_duration=1209 frames, utt_pad_proportion=0.07148, over 8174.04 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3207, pruned_loss=0.08978, over 2473550.25 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05532, over 18101.23 utterances.], batch size: 48, lr: 9.46e-04
2022-08-21 06:17:23,211 INFO [train.py:927] (3/8) Epoch 2, batch 23250, giga_loss[loss=0.2113, simple_loss=0.2838, pruned_loss=0.0694, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02666, over 45.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3204, pruned_loss=0.09104, over 2473104.23 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05292, over 17204.67 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3602, pruned_loss=0.121, over 2468406.75 frames. utt_duration=1210 frames, utt_pad_proportion=0.07107, over 8167.54 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3165, pruned_loss=0.08776, over 2473585.12 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05334, over 18222.51 utterances.], batch size: 45, lr: 9.45e-04
2022-08-21 06:19:04,640 INFO [train.py:927] (3/8) Epoch 2, batch 23300, giga_loss[loss=0.2697, simple_loss=0.3435, pruned_loss=0.09794, over 12393.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.0514, over 161.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.322, pruned_loss=0.09211, over 2472985.27 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05956, over 17332.40 utterances.], libri_tot_loss[loss=0.3024, simple_loss=0.3611, pruned_loss=0.1218, over 2468757.89 frames. utt_duration=1190 frames, utt_pad_proportion=0.07626, over 8309.82 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3167, pruned_loss=0.08773, over 2473197.39 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05695, over 18299.41 utterances.], batch size: 161, lr: 9.45e-04
2022-08-21 06:20:45,250 INFO [train.py:927] (3/8) Epoch 2, batch 23350, giga_loss[loss=0.2831, simple_loss=0.3421, pruned_loss=0.1121, over 12349.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1907, over 363.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3247, pruned_loss=0.09293, over 2472577.58 frames. utt_duration=568 frames, utt_pad_proportion=0.06094, over 17459.04 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3605, pruned_loss=0.1213, over 2468606.25 frames. utt_duration=1195 frames, utt_pad_proportion=0.0747, over 8272.11 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.32, pruned_loss=0.08908, over 2472971.31 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05923, over 18516.36 utterances.], batch size: 363, lr: 9.44e-04
2022-08-21 06:22:35,367 INFO [train.py:927] (3/8) Epoch 2, batch 23400, giga_loss[loss=0.2622, simple_loss=0.3395, pruned_loss=0.09247, over 12415.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04115, over 40.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3276, pruned_loss=0.09435, over 2472306.45 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06034, over 17256.92 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3598, pruned_loss=0.121, over 2468274.31 frames. utt_duration=1199 frames, utt_pad_proportion=0.07395, over 8242.15 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.324, pruned_loss=0.09126, over 2472938.19 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05922, over 18228.84 utterances.], batch size: 40, lr: 9.44e-04
2022-08-21 06:24:21,359 INFO [train.py:927] (3/8) Epoch 2, batch 23450, giga_loss[loss=0.3114, simple_loss=0.3673, pruned_loss=0.1277, over 12450.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.02771, over 55.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3332, pruned_loss=0.09919, over 2472523.58 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06025, over 17175.61 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3595, pruned_loss=0.1208, over 2468232.60 frames. utt_duration=1202 frames, utt_pad_proportion=0.07314, over 8223.58 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3302, pruned_loss=0.09656, over 2473102.71 frames. utt_duration=548.7 frames, utt_pad_proportion=0.0596, over 18078.95 utterances.], batch size: 55, lr: 9.43e-04
2022-08-21 06:26:02,625 INFO [train.py:927] (3/8) Epoch 2, batch 23500, giga_loss[loss=0.293, simple_loss=0.3586, pruned_loss=0.1137, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03724, over 113.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3411, pruned_loss=0.1054, over 2472806.54 frames. utt_duration=535.5 frames, utt_pad_proportion=0.0723, over 18521.76 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.36, pruned_loss=0.1211, over 2468169.26 frames. utt_duration=1194 frames, utt_pad_proportion=0.07629, over 8279.84 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3378, pruned_loss=0.1026, over 2473434.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07004, over 19396.54 utterances.], batch size: 113, lr: 9.43e-04
2022-08-21 06:27:43,681 INFO [train.py:927] (3/8) Epoch 2, batch 23550, giga_loss[loss=0.3639, simple_loss=0.4013, pruned_loss=0.1632, over 12433.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3487, pruned_loss=0.1122, over 2473383.44 frames. utt_duration=518.1 frames, utt_pad_proportion=0.07376, over 19149.18 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3596, pruned_loss=0.1207, over 2467861.46 frames. utt_duration=1198 frames, utt_pad_proportion=0.0749, over 8248.15 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3462, pruned_loss=0.11, over 2474244.35 frames. utt_duration=494 frames, utt_pad_proportion=0.07238, over 20092.53 utterances.], batch size: 161, lr: 9.42e-04
2022-08-21 06:29:29,250 INFO [train.py:927] (3/8) Epoch 2, batch 23600, giga_loss[loss=0.2908, simple_loss=0.3638, pruned_loss=0.1089, over 12389.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02674, over 66.00 utterances.], tot_loss[loss=0.2949, simple_loss=0.3552, pruned_loss=0.1173, over 2473679.81 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07007, over 19519.23 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3595, pruned_loss=0.1209, over 2467847.12 frames. utt_duration=1203 frames, utt_pad_proportion=0.07347, over 8217.18 utterances.], giga_tot_loss[loss=0.2917, simple_loss=0.353, pruned_loss=0.1152, over 2474477.91 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06964, over 20533.25 utterances.], batch size: 66, lr: 9.42e-04
2022-08-21 06:31:13,617 INFO [train.py:927] (3/8) Epoch 2, batch 23650, libri_loss[loss=0.2746, simple_loss=0.3471, pruned_loss=0.101, over 12250.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005132, over 34.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3603, pruned_loss=0.1227, over 2473952.28 frames. utt_duration=469.4 frames, utt_pad_proportion=0.08195, over 21147.92 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3598, pruned_loss=0.121, over 2467890.73 frames. utt_duration=1205 frames, utt_pad_proportion=0.07202, over 8199.70 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3582, pruned_loss=0.121, over 2474727.31 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08174, over 22327.67 utterances.], batch size: 34, lr: 9.42e-04
2022-08-21 06:33:03,198 INFO [train.py:927] (3/8) Epoch 2, batch 23700, giga_loss[loss=0.3189, simple_loss=0.3818, pruned_loss=0.128, over 12331.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.05106, over 31.00 utterances.], tot_loss[loss=0.31, simple_loss=0.3652, pruned_loss=0.1274, over 2473742.70 frames. utt_duration=457.5 frames, utt_pad_proportion=0.08499, over 21697.20 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.359, pruned_loss=0.1206, over 2467724.80 frames. utt_duration=1209 frames, utt_pad_proportion=0.07092, over 8172.97 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3643, pruned_loss=0.1265, over 2474633.01 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08517, over 22951.30 utterances.], batch size: 31, lr: 9.41e-04
2022-08-21 06:34:51,871 INFO [train.py:927] (3/8) Epoch 2, batch 23750, giga_loss[loss=0.3695, simple_loss=0.4059, pruned_loss=0.1666, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.3125, simple_loss=0.3665, pruned_loss=0.1293, over 2474180.96 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08171, over 22155.35 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3588, pruned_loss=0.1205, over 2467728.77 frames. utt_duration=1212 frames, utt_pad_proportion=0.07012, over 8153.49 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3661, pruned_loss=0.1287, over 2474949.65 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08227, over 23336.02 utterances.], batch size: 146, lr: 9.41e-04
2022-08-21 06:36:37,904 INFO [train.py:927] (3/8) Epoch 2, batch 23800, giga_loss[loss=0.3052, simple_loss=0.3726, pruned_loss=0.1188, over 12396.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04, over 133.00 utterances.], tot_loss[loss=0.3153, simple_loss=0.3689, pruned_loss=0.1308, over 2473910.35 frames. utt_duration=437.9 frames, utt_pad_proportion=0.08307, over 22673.55 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3588, pruned_loss=0.1206, over 2467491.39 frames. utt_duration=1215 frames, utt_pad_proportion=0.0694, over 8135.26 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3687, pruned_loss=0.1305, over 2474813.58 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08369, over 23809.87 utterances.], batch size: 133, lr: 9.40e-04
2022-08-21 06:38:20,875 INFO [train.py:927] (3/8) Epoch 2, batch 23850, giga_loss[loss=0.3185, simple_loss=0.3764, pruned_loss=0.1302, over 12384.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.3166, simple_loss=0.3705, pruned_loss=0.1314, over 2473987.13 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08174, over 22082.50 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3586, pruned_loss=0.12, over 2467860.98 frames. utt_duration=1208 frames, utt_pad_proportion=0.07148, over 8181.40 utterances.], giga_tot_loss[loss=0.318, simple_loss=0.3713, pruned_loss=0.1323, over 2474815.31 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08186, over 23926.27 utterances.], batch size: 183, lr: 9.40e-04
2022-08-21 06:40:10,611 INFO [train.py:927] (3/8) Epoch 2, batch 23900, giga_loss[loss=0.2918, simple_loss=0.3672, pruned_loss=0.1082, over 12446.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03508, over 105.00 utterances.], tot_loss[loss=0.3136, simple_loss=0.369, pruned_loss=0.1291, over 2474216.75 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08233, over 22308.65 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3581, pruned_loss=0.1198, over 2467703.77 frames. utt_duration=1212 frames, utt_pad_proportion=0.07023, over 8157.19 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3703, pruned_loss=0.1303, over 2475155.95 frames. utt_duration=412.1 frames, utt_pad_proportion=0.08279, over 24108.28 utterances.], batch size: 105, lr: 9.39e-04
2022-08-21 06:41:56,899 INFO [train.py:927] (3/8) Epoch 2, batch 23950, libri_loss[loss=0.3075, simple_loss=0.3614, pruned_loss=0.1268, over 12381.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009112, over 38.00 utterances.], tot_loss[loss=0.3086, simple_loss=0.3654, pruned_loss=0.1258, over 2473897.30 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08183, over 22223.16 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3569, pruned_loss=0.1192, over 2467065.26 frames. utt_duration=1219 frames, utt_pad_proportion=0.06838, over 8105.93 utterances.], giga_tot_loss[loss=0.3116, simple_loss=0.368, pruned_loss=0.1277, over 2475487.41 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08293, over 24256.58 utterances.], batch size: 38, lr: 9.39e-04
2022-08-21 06:43:40,705 INFO [train.py:927] (3/8) Epoch 2, batch 24000, giga_loss[loss=0.3159, simple_loss=0.3763, pruned_loss=0.1277, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02828, over 45.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.3625, pruned_loss=0.1239, over 2473874.06 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08365, over 22253.53 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3565, pruned_loss=0.1193, over 2467156.55 frames. utt_duration=1213 frames, utt_pad_proportion=0.07109, over 8148.31 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.365, pruned_loss=0.1254, over 2475212.33 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08362, over 24168.08 utterances.], batch size: 45, lr: 9.38e-04
2022-08-21 06:43:40,707 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 06:43:54,397 INFO [train.py:967] (3/8) 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 06:45:43,300 INFO [train.py:927] (3/8) Epoch 2, batch 24050, giga_loss[loss=0.2794, simple_loss=0.3513, pruned_loss=0.1038, over 12369.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02701, over 66.00 utterances.], tot_loss[loss=0.3026, simple_loss=0.3614, pruned_loss=0.1219, over 2474139.98 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07945, over 21228.77 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3565, pruned_loss=0.1189, over 2466870.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.06946, over 8092.07 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3636, pruned_loss=0.1235, over 2475680.06 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08033, over 23252.85 utterances.], batch size: 66, lr: 9.38e-04
2022-08-21 06:47:36,348 INFO [train.py:927] (3/8) Epoch 2, batch 24100, giga_loss[loss=0.2506, simple_loss=0.3405, pruned_loss=0.08031, over 12376.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2999, simple_loss=0.3614, pruned_loss=0.1192, over 2474228.42 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0775, over 21132.48 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3577, pruned_loss=0.1191, over 2466998.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.06917, over 8088.61 utterances.], giga_tot_loss[loss=0.3013, simple_loss=0.3619, pruned_loss=0.1204, over 2475343.58 frames. utt_duration=436 frames, utt_pad_proportion=0.07846, over 22784.51 utterances.], batch size: 62, lr: 9.37e-04
2022-08-21 06:49:21,286 INFO [train.py:927] (3/8) Epoch 2, batch 24150, giga_loss[loss=0.3793, simple_loss=0.4033, pruned_loss=0.1777, over 12403.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1102, over 260.00 utterances.], tot_loss[loss=0.2987, simple_loss=0.3605, pruned_loss=0.1184, over 2473322.72 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07817, over 20906.90 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3564, pruned_loss=0.1184, over 2466387.22 frames. utt_duration=1229 frames, utt_pad_proportion=0.06762, over 8035.33 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.3622, pruned_loss=0.1199, over 2474996.03 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07953, over 22708.30 utterances.], batch size: 260, lr: 9.37e-04
2022-08-21 06:51:05,304 INFO [train.py:927] (3/8) Epoch 2, batch 24200, giga_loss[loss=0.2901, simple_loss=0.3507, pruned_loss=0.1147, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05013, over 161.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.3593, pruned_loss=0.118, over 2473437.67 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07458, over 20385.17 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.356, pruned_loss=0.1183, over 2466244.99 frames. utt_duration=1232 frames, utt_pad_proportion=0.06668, over 8015.66 utterances.], giga_tot_loss[loss=0.2999, simple_loss=0.3612, pruned_loss=0.1193, over 2475145.51 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07635, over 22300.04 utterances.], batch size: 161, lr: 9.36e-04
2022-08-21 06:52:54,093 INFO [train.py:927] (3/8) Epoch 2, batch 24250, giga_loss[loss=0.2577, simple_loss=0.3317, pruned_loss=0.09186, over 12354.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03255, over 51.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3568, pruned_loss=0.1175, over 2473878.02 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07615, over 21068.25 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3556, pruned_loss=0.1182, over 2466201.27 frames. utt_duration=1235 frames, utt_pad_proportion=0.0657, over 7995.58 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3587, pruned_loss=0.1186, over 2475387.46 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07774, over 22828.08 utterances.], batch size: 51, lr: 9.36e-04
2022-08-21 06:54:42,472 INFO [train.py:927] (3/8) Epoch 2, batch 24300, giga_loss[loss=0.3153, simple_loss=0.3711, pruned_loss=0.1298, over 12430.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06133, over 183.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3551, pruned_loss=0.1158, over 2473718.97 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07719, over 21051.44 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.355, pruned_loss=0.1181, over 2466444.13 frames. utt_duration=1240 frames, utt_pad_proportion=0.06503, over 7967.76 utterances.], giga_tot_loss[loss=0.2953, simple_loss=0.3571, pruned_loss=0.1168, over 2474789.72 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07866, over 22650.30 utterances.], batch size: 183, lr: 9.36e-04
2022-08-21 06:56:26,588 INFO [train.py:927] (3/8) Epoch 2, batch 24350, giga_loss[loss=0.2933, simple_loss=0.3551, pruned_loss=0.1158, over 12399.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03046, over 80.00 utterances.], tot_loss[loss=0.2917, simple_loss=0.3543, pruned_loss=0.1145, over 2473701.92 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07573, over 20582.41 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3554, pruned_loss=0.1184, over 2466665.21 frames. utt_duration=1237 frames, utt_pad_proportion=0.06463, over 7988.26 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.3556, pruned_loss=0.115, over 2474484.17 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07721, over 22056.31 utterances.], batch size: 80, lr: 9.35e-04
2022-08-21 06:58:11,952 INFO [train.py:927] (3/8) Epoch 2, batch 24400, libri_loss[loss=0.2505, simple_loss=0.3172, pruned_loss=0.09189, over 12296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005697, over 32.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3526, pruned_loss=0.114, over 2473769.41 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07691, over 20472.67 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3552, pruned_loss=0.1182, over 2466811.85 frames. utt_duration=1229 frames, utt_pad_proportion=0.06691, over 8039.10 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3538, pruned_loss=0.1144, over 2474514.52 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07752, over 22092.35 utterances.], batch size: 32, lr: 9.35e-04
2022-08-21 07:00:00,718 INFO [train.py:927] (3/8) Epoch 2, batch 24450, giga_loss[loss=0.281, simple_loss=0.3469, pruned_loss=0.1075, over 12395.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03498, over 80.00 utterances.], tot_loss[loss=0.2901, simple_loss=0.3521, pruned_loss=0.114, over 2473874.44 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07993, over 20774.00 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3549, pruned_loss=0.1178, over 2466554.98 frames. utt_duration=1234 frames, utt_pad_proportion=0.06596, over 8005.56 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3532, pruned_loss=0.1147, over 2474823.05 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0806, over 22326.69 utterances.], batch size: 80, lr: 9.34e-04
2022-08-21 07:01:45,287 INFO [train.py:927] (3/8) Epoch 2, batch 24500, libri_loss[loss=0.3081, simple_loss=0.3539, pruned_loss=0.1311, over 12318.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004802, over 35.00 utterances.], tot_loss[loss=0.2891, simple_loss=0.3505, pruned_loss=0.1138, over 2474356.39 frames. utt_duration=486.1 frames, utt_pad_proportion=0.0757, over 20422.83 utterances.], libri_tot_loss[loss=0.295, simple_loss=0.3545, pruned_loss=0.1178, over 2466811.80 frames. utt_duration=1237 frames, utt_pad_proportion=0.06426, over 7986.68 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3517, pruned_loss=0.1142, over 2475167.97 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0772, over 22149.69 utterances.], batch size: 35, lr: 9.34e-04
2022-08-21 07:03:32,093 INFO [train.py:927] (3/8) Epoch 2, batch 24550, giga_loss[loss=0.2795, simple_loss=0.3369, pruned_loss=0.111, over 12362.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03734, over 80.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.3503, pruned_loss=0.1141, over 2473512.95 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07225, over 20152.46 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3543, pruned_loss=0.1178, over 2466703.81 frames. utt_duration=1239 frames, utt_pad_proportion=0.06364, over 7973.98 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3513, pruned_loss=0.1143, over 2474317.37 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07393, over 21686.76 utterances.], batch size: 80, lr: 9.33e-04
2022-08-21 07:05:15,746 INFO [train.py:927] (3/8) Epoch 2, batch 24600, giga_loss[loss=0.2826, simple_loss=0.3511, pruned_loss=0.1071, over 12445.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03457, over 86.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.35, pruned_loss=0.1133, over 2474343.64 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06903, over 20148.84 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3538, pruned_loss=0.1177, over 2466809.17 frames. utt_duration=1242 frames, utt_pad_proportion=0.06289, over 7953.71 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3511, pruned_loss=0.1134, over 2475015.81 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07084, over 21595.70 utterances.], batch size: 86, lr: 9.33e-04
2022-08-21 07:07:03,419 INFO [train.py:927] (3/8) Epoch 2, batch 24650, giga_loss[loss=0.3476, simple_loss=0.393, pruned_loss=0.1511, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03321, over 75.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3505, pruned_loss=0.1133, over 2474806.87 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06559, over 19819.99 utterances.], libri_tot_loss[loss=0.2944, simple_loss=0.3537, pruned_loss=0.1176, over 2466658.75 frames. utt_duration=1244 frames, utt_pad_proportion=0.06242, over 7940.20 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3515, pruned_loss=0.1135, over 2475551.44 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06743, over 21084.49 utterances.], batch size: 75, lr: 9.32e-04
2022-08-21 07:08:50,139 INFO [train.py:927] (3/8) Epoch 2, batch 24700, giga_loss[loss=0.3903, simple_loss=0.4159, pruned_loss=0.1824, over 12387.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07034, over 211.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3531, pruned_loss=0.1167, over 2474057.06 frames. utt_duration=480.6 frames, utt_pad_proportion=0.0707, over 20654.46 utterances.], libri_tot_loss[loss=0.2937, simple_loss=0.3534, pruned_loss=0.117, over 2466284.52 frames. utt_duration=1249 frames, utt_pad_proportion=0.06151, over 7908.64 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3542, pruned_loss=0.1174, over 2475176.83 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07222, over 21930.75 utterances.], batch size: 211, lr: 9.32e-04
2022-08-21 07:10:35,089 INFO [train.py:927] (3/8) Epoch 2, batch 24750, libri_loss[loss=0.2881, simple_loss=0.3649, pruned_loss=0.1056, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0136, over 40.00 utterances.], tot_loss[loss=0.2936, simple_loss=0.3535, pruned_loss=0.1168, over 2474763.38 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07204, over 20198.62 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3544, pruned_loss=0.117, over 2466689.67 frames. utt_duration=1251 frames, utt_pad_proportion=0.06048, over 7898.06 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3533, pruned_loss=0.1174, over 2475605.13 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0737, over 21708.31 utterances.], batch size: 40, lr: 9.31e-04
2022-08-21 07:12:22,463 INFO [train.py:927] (3/8) Epoch 2, batch 24800, giga_loss[loss=0.3078, simple_loss=0.3656, pruned_loss=0.125, over 12125.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03734, over 30.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.3539, pruned_loss=0.1165, over 2474648.59 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07719, over 20973.66 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.355, pruned_loss=0.1171, over 2466552.07 frames. utt_duration=1253 frames, utt_pad_proportion=0.06006, over 7881.14 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.3532, pruned_loss=0.1168, over 2475516.10 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07835, over 22297.52 utterances.], batch size: 30, lr: 9.31e-04
2022-08-21 07:14:05,514 INFO [train.py:927] (3/8) Epoch 2, batch 24850, giga_loss[loss=0.2862, simple_loss=0.3521, pruned_loss=0.1102, over 12295.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02353, over 54.00 utterances.], tot_loss[loss=0.2904, simple_loss=0.352, pruned_loss=0.1144, over 2474137.65 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07985, over 21209.84 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3546, pruned_loss=0.1168, over 2466466.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.05899, over 7869.89 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3518, pruned_loss=0.1149, over 2475152.08 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08113, over 22653.86 utterances.], batch size: 54, lr: 9.31e-04
2022-08-21 07:15:52,288 INFO [train.py:927] (3/8) Epoch 2, batch 24900, giga_loss[loss=0.292, simple_loss=0.3539, pruned_loss=0.115, over 12361.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02661, over 70.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.349, pruned_loss=0.1127, over 2474456.44 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07426, over 20211.15 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.3545, pruned_loss=0.1167, over 2466709.43 frames. utt_duration=1256 frames, utt_pad_proportion=0.05851, over 7865.19 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3488, pruned_loss=0.1132, over 2475106.95 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07585, over 21464.67 utterances.], batch size: 70, lr: 9.30e-04
2022-08-21 07:17:37,378 INFO [train.py:927] (3/8) Epoch 2, batch 24950, giga_loss[loss=0.3649, simple_loss=0.3952, pruned_loss=0.1673, over 12412.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09931, over 257.00 utterances.], tot_loss[loss=0.291, simple_loss=0.3512, pruned_loss=0.1154, over 2474594.21 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07789, over 20409.00 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3532, pruned_loss=0.1162, over 2466473.58 frames. utt_duration=1266 frames, utt_pad_proportion=0.05696, over 7802.74 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3522, pruned_loss=0.1161, over 2475633.97 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07965, over 21938.75 utterances.], batch size: 257, lr: 9.30e-04
2022-08-21 07:19:24,951 INFO [train.py:927] (3/8) Epoch 2, batch 25000, giga_loss[loss=0.2925, simple_loss=0.3648, pruned_loss=0.1101, over 12390.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02689, over 70.00 utterances.], tot_loss[loss=0.2913, simple_loss=0.3543, pruned_loss=0.1141, over 2473696.64 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07289, over 19757.68 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3528, pruned_loss=0.116, over 2466356.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05582, over 7792.96 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.3554, pruned_loss=0.1149, over 2474833.32 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07523, over 21324.56 utterances.], batch size: 70, lr: 9.29e-04
2022-08-21 07:21:09,053 INFO [train.py:927] (3/8) Epoch 2, batch 25050, giga_loss[loss=0.3034, simple_loss=0.3493, pruned_loss=0.1288, over 12384.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04126, over 133.00 utterances.], tot_loss[loss=0.2924, simple_loss=0.3557, pruned_loss=0.1146, over 2473989.70 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07425, over 19740.38 utterances.], libri_tot_loss[loss=0.2924, simple_loss=0.3532, pruned_loss=0.1158, over 2466462.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05459, over 7780.42 utterances.], giga_tot_loss[loss=0.2935, simple_loss=0.3563, pruned_loss=0.1153, over 2475023.23 frames. utt_duration=465.5 frames, utt_pad_proportion=0.0766, over 21335.42 utterances.], batch size: 133, lr: 9.29e-04
2022-08-21 07:22:56,956 INFO [train.py:927] (3/8) Epoch 2, batch 25100, giga_loss[loss=0.2974, simple_loss=0.3597, pruned_loss=0.1175, over 12452.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03489, over 105.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3556, pruned_loss=0.1156, over 2473389.89 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07396, over 19713.22 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.3529, pruned_loss=0.1156, over 2466119.29 frames. utt_duration=1274 frames, utt_pad_proportion=0.05394, over 7751.98 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3564, pruned_loss=0.1163, over 2474642.21 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07614, over 21211.79 utterances.], batch size: 105, lr: 9.28e-04
2022-08-21 07:24:41,338 INFO [train.py:927] (3/8) Epoch 2, batch 25150, giga_loss[loss=0.2654, simple_loss=0.3276, pruned_loss=0.1016, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.2936, simple_loss=0.3551, pruned_loss=0.1161, over 2474217.05 frames. utt_duration=489 frames, utt_pad_proportion=0.07726, over 20300.46 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3531, pruned_loss=0.1159, over 2466451.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05787, over 7841.06 utterances.], giga_tot_loss[loss=0.2942, simple_loss=0.3556, pruned_loss=0.1165, over 2475045.50 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07777, over 21629.45 utterances.], batch size: 58, lr: 9.28e-04
2022-08-21 07:26:27,618 INFO [train.py:927] (3/8) Epoch 2, batch 25200, libri_loss[loss=0.3169, simple_loss=0.3819, pruned_loss=0.126, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004768, over 34.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.355, pruned_loss=0.1164, over 2474412.38 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07163, over 20067.63 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.353, pruned_loss=0.1157, over 2466067.83 frames. utt_duration=1264 frames, utt_pad_proportion=0.05703, over 7811.51 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3555, pruned_loss=0.1169, over 2475504.90 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07271, over 21359.29 utterances.], batch size: 34, lr: 9.27e-04
2022-08-21 07:28:12,862 INFO [train.py:927] (3/8) Epoch 2, batch 25250, giga_loss[loss=0.3694, simple_loss=0.4085, pruned_loss=0.1652, over 12417.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07617, over 213.00 utterances.], tot_loss[loss=0.2936, simple_loss=0.3541, pruned_loss=0.1166, over 2475246.41 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07132, over 19748.95 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3527, pruned_loss=0.1155, over 2466296.61 frames. utt_duration=1255 frames, utt_pad_proportion=0.06098, over 7869.51 utterances.], giga_tot_loss[loss=0.2944, simple_loss=0.3547, pruned_loss=0.1171, over 2476138.23 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07093, over 21045.60 utterances.], batch size: 213, lr: 9.27e-04
2022-08-21 07:29:56,308 INFO [train.py:927] (3/8) Epoch 2, batch 25300, giga_loss[loss=0.282, simple_loss=0.3508, pruned_loss=0.1065, over 12406.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03152, over 80.00 utterances.], tot_loss[loss=0.2908, simple_loss=0.3522, pruned_loss=0.1147, over 2475210.81 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06893, over 19135.96 utterances.], libri_tot_loss[loss=0.291, simple_loss=0.3522, pruned_loss=0.1149, over 2466576.88 frames. utt_duration=1259 frames, utt_pad_proportion=0.05929, over 7845.55 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3531, pruned_loss=0.1157, over 2475990.00 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06951, over 20639.20 utterances.], batch size: 80, lr: 9.27e-04
2022-08-21 07:31:39,412 INFO [train.py:927] (3/8) Epoch 2, batch 25350, giga_loss[loss=0.2759, simple_loss=0.3415, pruned_loss=0.1052, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03087, over 85.00 utterances.], tot_loss[loss=0.2923, simple_loss=0.3532, pruned_loss=0.1157, over 2475233.77 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07303, over 19796.33 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.3518, pruned_loss=0.1148, over 2466432.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.06189, over 7892.32 utterances.], giga_tot_loss[loss=0.2937, simple_loss=0.3543, pruned_loss=0.1165, over 2476189.18 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07244, over 21245.40 utterances.], batch size: 85, lr: 9.26e-04
2022-08-21 07:33:32,954 INFO [train.py:927] (3/8) Epoch 2, batch 25400, giga_loss[loss=0.275, simple_loss=0.3524, pruned_loss=0.09884, over 12420.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03743, over 123.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3536, pruned_loss=0.115, over 2475706.98 frames. utt_duration=511.5 frames, utt_pad_proportion=0.07164, over 19417.83 utterances.], libri_tot_loss[loss=0.2909, simple_loss=0.3517, pruned_loss=0.1151, over 2466857.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.0646, over 7948.98 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.3546, pruned_loss=0.1154, over 2476346.66 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0705, over 20847.03 utterances.], batch size: 123, lr: 9.26e-04
2022-08-21 07:35:18,118 INFO [train.py:927] (3/8) Epoch 2, batch 25450, libri_loss[loss=0.3036, simple_loss=0.3573, pruned_loss=0.125, over 12295.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005573, over 35.00 utterances.], tot_loss[loss=0.2927, simple_loss=0.3558, pruned_loss=0.1148, over 2475076.56 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06974, over 18965.63 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.352, pruned_loss=0.1152, over 2466917.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06331, over 7940.25 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3565, pruned_loss=0.1151, over 2475749.14 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06943, over 20373.76 utterances.], batch size: 35, lr: 9.25e-04
2022-08-21 07:37:02,573 INFO [train.py:927] (3/8) Epoch 2, batch 25500, libri_loss[loss=0.2836, simple_loss=0.3471, pruned_loss=0.11, over 12401.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.006879, over 38.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.358, pruned_loss=0.1166, over 2475006.99 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06758, over 18978.99 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.3517, pruned_loss=0.1149, over 2466726.59 frames. utt_duration=1247 frames, utt_pad_proportion=0.06202, over 7921.96 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3589, pruned_loss=0.1171, over 2475905.74 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06795, over 20367.65 utterances.], batch size: 38, lr: 9.25e-04
2022-08-21 07:38:45,866 INFO [train.py:927] (3/8) Epoch 2, batch 25550, giga_loss[loss=0.2813, simple_loss=0.3441, pruned_loss=0.1093, over 12443.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03572, over 105.00 utterances.], tot_loss[loss=0.2974, simple_loss=0.3589, pruned_loss=0.118, over 2475411.76 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06997, over 19773.28 utterances.], libri_tot_loss[loss=0.2903, simple_loss=0.3514, pruned_loss=0.1146, over 2466835.44 frames. utt_duration=1234 frames, utt_pad_proportion=0.06578, over 8003.34 utterances.], giga_tot_loss[loss=0.2987, simple_loss=0.3601, pruned_loss=0.1187, over 2476257.18 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0688, over 21106.44 utterances.], batch size: 105, lr: 9.24e-04
2022-08-21 07:40:30,274 INFO [train.py:927] (3/8) Epoch 2, batch 25600, giga_loss[loss=0.2896, simple_loss=0.3594, pruned_loss=0.1099, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02947, over 80.00 utterances.], tot_loss[loss=0.2952, simple_loss=0.3582, pruned_loss=0.1161, over 2475131.90 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07046, over 20130.60 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3514, pruned_loss=0.1145, over 2466535.76 frames. utt_duration=1233 frames, utt_pad_proportion=0.06579, over 8014.24 utterances.], giga_tot_loss[loss=0.2964, simple_loss=0.3593, pruned_loss=0.1167, over 2476175.25 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06955, over 21333.89 utterances.], batch size: 80, lr: 9.24e-04
2022-08-21 07:42:14,300 INFO [train.py:927] (3/8) Epoch 2, batch 25650, giga_loss[loss=0.4079, simple_loss=0.418, pruned_loss=0.1989, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.296, simple_loss=0.3595, pruned_loss=0.1163, over 2474865.32 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07669, over 20482.55 utterances.], libri_tot_loss[loss=0.2905, simple_loss=0.3519, pruned_loss=0.1145, over 2466564.12 frames. utt_duration=1234 frames, utt_pad_proportion=0.0647, over 8002.70 utterances.], giga_tot_loss[loss=0.2969, simple_loss=0.36, pruned_loss=0.1169, over 2475943.04 frames. utt_duration=455 frames, utt_pad_proportion=0.07604, over 21837.15 utterances.], batch size: 258, lr: 9.23e-04
2022-08-21 07:43:58,226 INFO [train.py:927] (3/8) Epoch 2, batch 25700, giga_loss[loss=0.3754, simple_loss=0.4014, pruned_loss=0.1747, over 12362.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1128, over 260.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3597, pruned_loss=0.1173, over 2475006.21 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07622, over 20847.02 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3513, pruned_loss=0.1142, over 2466562.70 frames. utt_duration=1239 frames, utt_pad_proportion=0.06363, over 7972.90 utterances.], giga_tot_loss[loss=0.2985, simple_loss=0.3608, pruned_loss=0.1181, over 2476045.35 frames. utt_duration=447 frames, utt_pad_proportion=0.07612, over 22228.88 utterances.], batch size: 260, lr: 9.23e-04
2022-08-21 07:45:45,698 INFO [train.py:927] (3/8) Epoch 2, batch 25750, libri_loss[loss=0.257, simple_loss=0.3145, pruned_loss=0.09974, over 12190.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008089, over 30.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3563, pruned_loss=0.1158, over 2474541.50 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08045, over 21195.58 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.351, pruned_loss=0.1141, over 2466158.81 frames. utt_duration=1238 frames, utt_pad_proportion=0.06369, over 7979.10 utterances.], giga_tot_loss[loss=0.2954, simple_loss=0.3576, pruned_loss=0.1166, over 2475866.84 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08024, over 22467.71 utterances.], batch size: 30, lr: 9.23e-04
2022-08-21 07:47:31,146 INFO [train.py:927] (3/8) Epoch 2, batch 25800, giga_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.08343, over 12320.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 85.00 utterances.], tot_loss[loss=0.292, simple_loss=0.3539, pruned_loss=0.1151, over 2474197.15 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07822, over 21190.53 utterances.], libri_tot_loss[loss=0.288, simple_loss=0.3496, pruned_loss=0.1132, over 2465785.92 frames. utt_duration=1244 frames, utt_pad_proportion=0.06275, over 7941.31 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3565, pruned_loss=0.1166, over 2476016.65 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07877, over 22880.37 utterances.], batch size: 85, lr: 9.22e-04
2022-08-21 07:49:11,454 INFO [train.py:927] (3/8) Epoch 2, batch 25850, giga_loss[loss=0.2518, simple_loss=0.3238, pruned_loss=0.08988, over 12429.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03087, over 80.00 utterances.], tot_loss[loss=0.2906, simple_loss=0.3524, pruned_loss=0.1143, over 2474462.39 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07473, over 20538.78 utterances.], libri_tot_loss[loss=0.2879, simple_loss=0.3495, pruned_loss=0.1132, over 2465908.39 frames. utt_duration=1245 frames, utt_pad_proportion=0.06183, over 7932.58 utterances.], giga_tot_loss[loss=0.2929, simple_loss=0.3546, pruned_loss=0.1156, over 2475947.59 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0758, over 22127.60 utterances.], batch size: 80, lr: 9.22e-04
2022-08-21 07:50:52,293 INFO [train.py:927] (3/8) Epoch 2, batch 25900, giga_loss[loss=0.2501, simple_loss=0.3258, pruned_loss=0.08723, over 12340.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03136, over 85.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3495, pruned_loss=0.1112, over 2474638.31 frames. utt_duration=478.6 frames, utt_pad_proportion=0.0714, over 20745.48 utterances.], libri_tot_loss[loss=0.2877, simple_loss=0.3494, pruned_loss=0.113, over 2466097.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.06089, over 7913.41 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.3514, pruned_loss=0.1124, over 2475850.77 frames. utt_duration=445 frames, utt_pad_proportion=0.07283, over 22332.04 utterances.], batch size: 85, lr: 9.21e-04
2022-08-21 07:52:43,653 INFO [train.py:927] (3/8) Epoch 2, batch 25950, giga_loss[loss=0.2272, simple_loss=0.2981, pruned_loss=0.07812, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04082, over 33.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.347, pruned_loss=0.1099, over 2474385.37 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07408, over 21339.11 utterances.], libri_tot_loss[loss=0.2871, simple_loss=0.3489, pruned_loss=0.1127, over 2466031.57 frames. utt_duration=1249 frames, utt_pad_proportion=0.061, over 7909.92 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.349, pruned_loss=0.1111, over 2475570.22 frames. utt_duration=435 frames, utt_pad_proportion=0.07506, over 22841.26 utterances.], batch size: 33, lr: 9.21e-04
2022-08-21 07:54:25,337 INFO [train.py:927] (3/8) Epoch 2, batch 26000, giga_loss[loss=0.3012, simple_loss=0.3717, pruned_loss=0.1153, over 12410.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02394, over 66.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3455, pruned_loss=0.1088, over 2474551.20 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07423, over 21384.02 utterances.], libri_tot_loss[loss=0.2864, simple_loss=0.3485, pruned_loss=0.1121, over 2465948.67 frames. utt_duration=1249 frames, utt_pad_proportion=0.06103, over 7909.66 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3473, pruned_loss=0.1101, over 2475716.66 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07511, over 22832.14 utterances.], batch size: 66, lr: 9.20e-04
2022-08-21 07:56:07,339 INFO [train.py:927] (3/8) Epoch 2, batch 26050, giga_loss[loss=0.2436, simple_loss=0.3178, pruned_loss=0.08466, over 12352.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02785, over 91.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3475, pruned_loss=0.1091, over 2475289.93 frames. utt_duration=461 frames, utt_pad_proportion=0.0701, over 21543.58 utterances.], libri_tot_loss[loss=0.2872, simple_loss=0.3497, pruned_loss=0.1124, over 2465976.85 frames. utt_duration=1249 frames, utt_pad_proportion=0.06072, over 7904.53 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3479, pruned_loss=0.1099, over 2476261.19 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07115, over 22806.77 utterances.], batch size: 91, lr: 9.20e-04
2022-08-21 07:57:48,451 INFO [train.py:927] (3/8) Epoch 2, batch 26100, giga_loss[loss=0.3887, simple_loss=0.4169, pruned_loss=0.1803, over 12402.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3489, pruned_loss=0.1102, over 2475041.08 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06697, over 20845.71 utterances.], libri_tot_loss[loss=0.2883, simple_loss=0.3509, pruned_loss=0.1129, over 2466056.05 frames. utt_duration=1239 frames, utt_pad_proportion=0.0638, over 7968.93 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3482, pruned_loss=0.1104, over 2475904.19 frames. utt_duration=451.1 frames, utt_pad_proportion=0.06714, over 22024.26 utterances.], batch size: 259, lr: 9.20e-04
2022-08-21 07:59:30,883 INFO [train.py:927] (3/8) Epoch 2, batch 26150, giga_loss[loss=0.2864, simple_loss=0.3532, pruned_loss=0.1098, over 12389.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03275, over 80.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.35, pruned_loss=0.1114, over 2475030.71 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07436, over 20637.40 utterances.], libri_tot_loss[loss=0.289, simple_loss=0.3513, pruned_loss=0.1134, over 2466356.82 frames. utt_duration=1203 frames, utt_pad_proportion=0.07646, over 8211.74 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.349, pruned_loss=0.111, over 2475644.31 frames. utt_duration=459 frames, utt_pad_proportion=0.06974, over 21641.64 utterances.], batch size: 80, lr: 9.19e-04
2022-08-21 08:00:16,865 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-21 08:02:46,698 INFO [train.py:927] (3/8) Epoch 3, batch 50, giga_loss[loss=0.2301, simple_loss=0.3032, pruned_loss=0.07845, over 12387.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.02884, over 51.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3504, pruned_loss=0.0988, over 548786.21 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06172, over 4113.62 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3232, pruned_loss=0.0854, over 61287.69 frames. utt_duration=1174 frames, utt_pad_proportion=0.06141, over 209.07 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3532, pruned_loss=0.1002, over 499875.55 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06156, over 3960.61 utterances.], batch size: 51, lr: 9.12e-04
2022-08-21 08:04:30,697 INFO [train.py:927] (3/8) Epoch 3, batch 100, giga_loss[loss=0.2349, simple_loss=0.3089, pruned_loss=0.08048, over 12386.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06373, over 183.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3286, pruned_loss=0.08812, over 975767.06 frames. utt_duration=544.7 frames, utt_pad_proportion=0.07187, over 7185.43 utterances.], libri_tot_loss[loss=0.2641, simple_loss=0.3496, pruned_loss=0.08933, over 132781.68 frames. utt_duration=1315 frames, utt_pad_proportion=0.03486, over 404.27 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3256, pruned_loss=0.08802, over 890760.80 frames. utt_duration=508 frames, utt_pad_proportion=0.07349, over 7034.94 utterances.], batch size: 183, lr: 9.11e-04
2022-08-21 08:06:13,043 INFO [train.py:927] (3/8) Epoch 3, batch 150, giga_loss[loss=0.1974, simple_loss=0.2695, pruned_loss=0.06263, over 12249.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02806, over 54.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3139, pruned_loss=0.0805, over 1308000.18 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06619, over 9361.18 utterances.], libri_tot_loss[loss=0.2764, simple_loss=0.3676, pruned_loss=0.09262, over 190980.20 frames. utt_duration=1345 frames, utt_pad_proportion=0.02645, over 568.54 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3072, pruned_loss=0.07918, over 1210339.74 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06814, over 9271.00 utterances.], batch size: 54, lr: 9.11e-04
2022-08-21 08:07:55,727 INFO [train.py:927] (3/8) Epoch 3, batch 200, giga_loss[loss=0.208, simple_loss=0.2774, pruned_loss=0.06927, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3011, pruned_loss=0.07528, over 1565858.35 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06148, over 11166.43 utterances.], libri_tot_loss[loss=0.2638, simple_loss=0.3503, pruned_loss=0.08859, over 279862.19 frames. utt_duration=1364 frames, utt_pad_proportion=0.03103, over 821.44 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2952, pruned_loss=0.07388, over 1450372.27 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06331, over 11214.22 utterances.], batch size: 97, lr: 9.11e-04
2022-08-21 08:09:38,841 INFO [train.py:927] (3/8) Epoch 3, batch 250, giga_loss[loss=0.2167, simple_loss=0.2816, pruned_loss=0.07588, over 12412.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07663, over 213.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.2944, pruned_loss=0.07314, over 1766448.58 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0765, over 13400.06 utterances.], libri_tot_loss[loss=0.2622, simple_loss=0.3462, pruned_loss=0.08907, over 333681.86 frames. utt_duration=1193 frames, utt_pad_proportion=0.09033, over 1119.92 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2888, pruned_loss=0.07144, over 1656808.10 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07403, over 13434.71 utterances.], batch size: 213, lr: 9.10e-04
2022-08-21 08:11:20,706 INFO [train.py:927] (3/8) Epoch 3, batch 300, giga_loss[loss=0.192, simple_loss=0.2737, pruned_loss=0.05511, over 12329.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.0252, over 45.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.289, pruned_loss=0.07097, over 1923030.02 frames. utt_duration=515.5 frames, utt_pad_proportion=0.07733, over 14964.86 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3437, pruned_loss=0.08864, over 365395.21 frames. utt_duration=1139 frames, utt_pad_proportion=0.111, over 1284.76 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2841, pruned_loss=0.06938, over 1828257.53 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07364, over 15016.42 utterances.], batch size: 45, lr: 9.10e-04
2022-08-21 08:13:01,485 INFO [train.py:927] (3/8) Epoch 3, batch 350, giga_loss[loss=0.2293, simple_loss=0.2937, pruned_loss=0.08246, over 12404.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05783, over 182.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2865, pruned_loss=0.07011, over 2045681.84 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07668, over 16626.15 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3408, pruned_loss=0.08767, over 417871.15 frames. utt_duration=1176 frames, utt_pad_proportion=0.09865, over 1423.18 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2817, pruned_loss=0.06857, over 1958917.63 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0747, over 16865.52 utterances.], batch size: 182, lr: 9.09e-04
2022-08-21 08:14:43,358 INFO [train.py:927] (3/8) Epoch 3, batch 400, giga_loss[loss=0.2004, simple_loss=0.2744, pruned_loss=0.06316, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.282, pruned_loss=0.06761, over 2140523.89 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07415, over 16892.03 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3399, pruned_loss=0.08888, over 478565.53 frames. utt_duration=1145 frames, utt_pad_proportion=0.1101, over 1673.51 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2767, pruned_loss=0.06555, over 2060964.44 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07129, over 17254.85 utterances.], batch size: 162, lr: 9.09e-04
2022-08-21 08:16:26,677 INFO [train.py:927] (3/8) Epoch 3, batch 450, giga_loss[loss=0.1575, simple_loss=0.2389, pruned_loss=0.03804, over 12345.00 frames. utt_duration=668.8 frames, utt_pad_proportion=0.02652, over 74.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2781, pruned_loss=0.06478, over 2214232.01 frames. utt_duration=531 frames, utt_pad_proportion=0.07035, over 16725.62 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3447, pruned_loss=0.08919, over 507926.73 frames. utt_duration=1109 frames, utt_pad_proportion=0.1232, over 1834.15 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.272, pruned_loss=0.06272, over 2147813.51 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06658, over 17072.60 utterances.], batch size: 74, lr: 9.08e-04
2022-08-21 08:18:08,479 INFO [train.py:927] (3/8) Epoch 3, batch 500, giga_loss[loss=0.266, simple_loss=0.3374, pruned_loss=0.09734, over 12411.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04983, over 147.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2852, pruned_loss=0.06896, over 2271801.33 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07139, over 17885.46 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3435, pruned_loss=0.08896, over 565972.88 frames. utt_duration=1083 frames, utt_pad_proportion=0.1257, over 2093.09 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.279, pruned_loss=0.06684, over 2212549.44 frames. utt_duration=483.6 frames, utt_pad_proportion=0.0676, over 18359.20 utterances.], batch size: 147, lr: 9.08e-04
2022-08-21 08:19:53,279 INFO [train.py:927] (3/8) Epoch 3, batch 550, giga_loss[loss=0.2572, simple_loss=0.3312, pruned_loss=0.0916, over 12435.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03011, over 80.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.299, pruned_loss=0.07631, over 2317196.20 frames. utt_duration=532 frames, utt_pad_proportion=0.06635, over 17472.77 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3425, pruned_loss=0.08983, over 613052.78 frames. utt_duration=1106 frames, utt_pad_proportion=0.1165, over 2220.38 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2935, pruned_loss=0.07421, over 2266046.65 frames. utt_duration=503 frames, utt_pad_proportion=0.06392, over 18073.43 utterances.], batch size: 80, lr: 9.08e-04
2022-08-21 08:21:37,179 INFO [train.py:927] (3/8) Epoch 3, batch 600, giga_loss[loss=0.242, simple_loss=0.3274, pruned_loss=0.07826, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0336, over 122.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.308, pruned_loss=0.08041, over 2352387.24 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06573, over 18020.38 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.342, pruned_loss=0.08998, over 622426.51 frames. utt_duration=1112 frames, utt_pad_proportion=0.115, over 2241.28 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3038, pruned_loss=0.07878, over 2311704.37 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06397, over 18538.59 utterances.], batch size: 122, lr: 9.07e-04
2022-08-21 08:23:18,691 INFO [train.py:927] (3/8) Epoch 3, batch 650, giga_loss[loss=0.2556, simple_loss=0.3358, pruned_loss=0.08772, over 12353.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03488, over 104.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3126, pruned_loss=0.08201, over 2379395.77 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06596, over 18501.67 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3408, pruned_loss=0.09027, over 677168.09 frames. utt_duration=1139 frames, utt_pad_proportion=0.106, over 2380.32 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3087, pruned_loss=0.08044, over 2343970.53 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06513, over 19230.18 utterances.], batch size: 104, lr: 9.07e-04
2022-08-21 08:25:02,341 INFO [train.py:927] (3/8) Epoch 3, batch 700, giga_loss[loss=0.2611, simple_loss=0.3352, pruned_loss=0.09352, over 12207.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03268, over 39.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.316, pruned_loss=0.08406, over 2400432.98 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06269, over 17572.93 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3381, pruned_loss=0.08935, over 730234.54 frames. utt_duration=1151 frames, utt_pad_proportion=0.1002, over 2541.00 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.313, pruned_loss=0.0829, over 2369935.57 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06237, over 18430.86 utterances.], batch size: 39, lr: 9.06e-04
2022-08-21 08:26:44,204 INFO [train.py:927] (3/8) Epoch 3, batch 750, libri_loss[loss=0.2793, simple_loss=0.3536, pruned_loss=0.1025, over 12207.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004847, over 33.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3202, pruned_loss=0.08586, over 2416036.98 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0661, over 17424.73 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3373, pruned_loss=0.08952, over 781265.04 frames. utt_duration=1137 frames, utt_pad_proportion=0.1056, over 2751.93 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3176, pruned_loss=0.08477, over 2390412.61 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06453, over 18323.22 utterances.], batch size: 33, lr: 9.06e-04
2022-08-21 08:28:26,350 INFO [train.py:927] (3/8) Epoch 3, batch 800, libri_loss[loss=0.2558, simple_loss=0.3228, pruned_loss=0.09437, over 12411.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007509, over 30.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3247, pruned_loss=0.08795, over 2428616.44 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06823, over 17780.76 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3358, pruned_loss=0.08912, over 839739.08 frames. utt_duration=1131 frames, utt_pad_proportion=0.1077, over 2974.87 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3226, pruned_loss=0.08712, over 2406239.10 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06596, over 18760.06 utterances.], batch size: 30, lr: 9.05e-04
2022-08-21 08:30:09,558 INFO [train.py:927] (3/8) Epoch 3, batch 850, giga_loss[loss=0.2944, simple_loss=0.3436, pruned_loss=0.1226, over 12358.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3263, pruned_loss=0.08733, over 2438253.21 frames. utt_duration=559.8 frames, utt_pad_proportion=0.0665, over 17469.21 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3355, pruned_loss=0.08887, over 855991.69 frames. utt_duration=1138 frames, utt_pad_proportion=0.1054, over 3013.04 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3247, pruned_loss=0.08674, over 2420346.00 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06494, over 18327.84 utterances.], batch size: 258, lr: 9.05e-04
2022-08-21 08:31:52,177 INFO [train.py:927] (3/8) Epoch 3, batch 900, giga_loss[loss=0.3238, simple_loss=0.3796, pruned_loss=0.134, over 12393.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3268, pruned_loss=0.08701, over 2445406.73 frames. utt_duration=569 frames, utt_pad_proportion=0.06415, over 17236.18 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3354, pruned_loss=0.08851, over 880126.75 frames. utt_duration=1139 frames, utt_pad_proportion=0.1039, over 3095.26 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3254, pruned_loss=0.08664, over 2430847.67 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06295, over 18038.16 utterances.], batch size: 146, lr: 9.05e-04
2022-08-21 08:33:37,572 INFO [train.py:927] (3/8) Epoch 3, batch 950, giga_loss[loss=0.2843, simple_loss=0.3495, pruned_loss=0.1096, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03198, over 97.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3322, pruned_loss=0.09101, over 2451200.78 frames. utt_duration=578 frames, utt_pad_proportion=0.06313, over 17007.49 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3417, pruned_loss=0.08998, over 934889.41 frames. utt_duration=1147 frames, utt_pad_proportion=0.09833, over 3263.67 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3286, pruned_loss=0.09018, over 2438834.44 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06256, over 17935.63 utterances.], batch size: 97, lr: 9.04e-04
2022-08-21 08:35:20,293 INFO [train.py:927] (3/8) Epoch 3, batch 1000, giga_loss[loss=0.2222, simple_loss=0.3009, pruned_loss=0.07171, over 12350.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03234, over 85.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3312, pruned_loss=0.09175, over 2454763.18 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06354, over 16942.07 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.339, pruned_loss=0.08882, over 1002605.26 frames. utt_duration=1174 frames, utt_pad_proportion=0.09037, over 3419.58 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3289, pruned_loss=0.09159, over 2444015.12 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06394, over 18117.12 utterances.], batch size: 85, lr: 9.04e-04
2022-08-21 08:37:02,631 INFO [train.py:927] (3/8) Epoch 3, batch 1050, giga_loss[loss=0.2362, simple_loss=0.3087, pruned_loss=0.08183, over 12423.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03327, over 75.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3298, pruned_loss=0.09181, over 2459110.04 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06439, over 17041.89 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3382, pruned_loss=0.08845, over 1024651.61 frames. utt_duration=1154 frames, utt_pad_proportion=0.09823, over 3557.17 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3282, pruned_loss=0.09187, over 2450312.90 frames. utt_duration=545 frames, utt_pad_proportion=0.06318, over 18033.22 utterances.], batch size: 75, lr: 9.03e-04
2022-08-21 08:38:48,559 INFO [train.py:927] (3/8) Epoch 3, batch 1100, giga_loss[loss=0.2341, simple_loss=0.3097, pruned_loss=0.0792, over 12438.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03826, over 123.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3278, pruned_loss=0.09069, over 2462270.58 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06755, over 17419.32 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3374, pruned_loss=0.08821, over 1039021.22 frames. utt_duration=1157 frames, utt_pad_proportion=0.09657, over 3596.53 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3268, pruned_loss=0.09085, over 2455311.54 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06662, over 18281.98 utterances.], batch size: 123, lr: 9.03e-04
2022-08-21 08:40:33,814 INFO [train.py:927] (3/8) Epoch 3, batch 1150, giga_loss[loss=0.2169, simple_loss=0.2886, pruned_loss=0.07261, over 12365.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04677, over 146.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3223, pruned_loss=0.08782, over 2464386.14 frames. utt_duration=553.4 frames, utt_pad_proportion=0.07084, over 17859.29 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3354, pruned_loss=0.08746, over 1087850.83 frames. utt_duration=1178 frames, utt_pad_proportion=0.09111, over 3699.01 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3219, pruned_loss=0.08828, over 2459057.30 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07066, over 18916.21 utterances.], batch size: 146, lr: 9.03e-04
2022-08-21 08:42:20,106 INFO [train.py:927] (3/8) Epoch 3, batch 1200, giga_loss[loss=0.2247, simple_loss=0.277, pruned_loss=0.08624, over 12368.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2159, over 375.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3185, pruned_loss=0.08572, over 2466321.24 frames. utt_duration=530.1 frames, utt_pad_proportion=0.07185, over 18661.71 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3365, pruned_loss=0.08755, over 1122126.51 frames. utt_duration=1190 frames, utt_pad_proportion=0.08756, over 3776.77 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3173, pruned_loss=0.08602, over 2461930.77 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07209, over 19766.89 utterances.], batch size: 375, lr: 9.02e-04
2022-08-21 08:44:13,080 INFO [train.py:927] (3/8) Epoch 3, batch 1250, giga_loss[loss=0.2192, simple_loss=0.2953, pruned_loss=0.07153, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3179, pruned_loss=0.08553, over 2468283.64 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06638, over 18338.08 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3361, pruned_loss=0.08739, over 1142304.85 frames. utt_duration=1195 frames, utt_pad_proportion=0.08529, over 3828.84 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3169, pruned_loss=0.0858, over 2464749.37 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06716, over 19365.33 utterances.], batch size: 58, lr: 9.02e-04
2022-08-21 08:45:56,611 INFO [train.py:927] (3/8) Epoch 3, batch 1300, giga_loss[loss=0.1954, simple_loss=0.272, pruned_loss=0.05944, over 12423.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02101, over 48.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3141, pruned_loss=0.08385, over 2469028.38 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06589, over 17788.10 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3357, pruned_loss=0.08738, over 1148778.33 frames. utt_duration=1199 frames, utt_pad_proportion=0.08474, over 3838.69 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3133, pruned_loss=0.08406, over 2466404.28 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06662, over 18646.54 utterances.], batch size: 48, lr: 9.01e-04
2022-08-21 08:47:40,235 INFO [train.py:927] (3/8) Epoch 3, batch 1350, giga_loss[loss=0.2125, simple_loss=0.2844, pruned_loss=0.07034, over 12342.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03308, over 51.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3108, pruned_loss=0.08253, over 2469655.96 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06073, over 17025.62 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3353, pruned_loss=0.08787, over 1187558.67 frames. utt_duration=1206 frames, utt_pad_proportion=0.08107, over 3943.00 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3098, pruned_loss=0.08236, over 2467901.59 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06207, over 17986.06 utterances.], batch size: 51, lr: 9.01e-04
2022-08-21 08:49:20,722 INFO [train.py:927] (3/8) Epoch 3, batch 1400, giga_loss[loss=0.2433, simple_loss=0.3075, pruned_loss=0.08959, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03168, over 39.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3072, pruned_loss=0.08104, over 2468488.98 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05625, over 15998.20 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3344, pruned_loss=0.08772, over 1225216.59 frames. utt_duration=1215 frames, utt_pad_proportion=0.07747, over 4038.57 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3061, pruned_loss=0.08081, over 2467373.99 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05814, over 17018.60 utterances.], batch size: 39, lr: 9.01e-04
2022-08-21 08:51:04,021 INFO [train.py:927] (3/8) Epoch 3, batch 1450, giga_loss[loss=0.2322, simple_loss=0.3, pruned_loss=0.08219, over 12401.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3045, pruned_loss=0.07989, over 2469742.04 frames. utt_duration=609.2 frames, utt_pad_proportion=0.06055, over 16256.86 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3339, pruned_loss=0.0875, over 1262081.66 frames. utt_duration=1220 frames, utt_pad_proportion=0.07444, over 4144.17 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3031, pruned_loss=0.07961, over 2468843.19 frames. utt_duration=572.5 frames, utt_pad_proportion=0.0622, over 17295.94 utterances.], batch size: 183, lr: 9.00e-04
2022-08-21 08:52:46,497 INFO [train.py:927] (3/8) Epoch 3, batch 1500, giga_loss[loss=0.2156, simple_loss=0.2865, pruned_loss=0.07232, over 12442.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04073, over 146.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.301, pruned_loss=0.07802, over 2470463.20 frames. utt_duration=630.1 frames, utt_pad_proportion=0.05633, over 15720.58 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3335, pruned_loss=0.08716, over 1279642.92 frames. utt_duration=1228 frames, utt_pad_proportion=0.07326, over 4173.88 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.2997, pruned_loss=0.07784, over 2470173.71 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05809, over 16672.90 utterances.], batch size: 146, lr: 9.00e-04
2022-08-21 08:54:30,000 INFO [train.py:927] (3/8) Epoch 3, batch 1550, giga_loss[loss=0.2196, simple_loss=0.2954, pruned_loss=0.07192, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03031, over 48.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3023, pruned_loss=0.07883, over 2471615.41 frames. utt_duration=636.7 frames, utt_pad_proportion=0.05374, over 15564.06 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3333, pruned_loss=0.08751, over 1303401.81 frames. utt_duration=1234 frames, utt_pad_proportion=0.07106, over 4228.99 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3007, pruned_loss=0.07835, over 2471297.03 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05567, over 16478.60 utterances.], batch size: 48, lr: 8.99e-04
2022-08-21 08:56:12,951 INFO [train.py:927] (3/8) Epoch 3, batch 1600, libri_loss[loss=0.1998, simple_loss=0.2752, pruned_loss=0.06219, over 12302.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.06794, over 27.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3076, pruned_loss=0.0824, over 2471967.94 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06238, over 16364.13 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3319, pruned_loss=0.08678, over 1343482.47 frames. utt_duration=1222 frames, utt_pad_proportion=0.07593, over 4401.56 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3062, pruned_loss=0.08215, over 2471928.05 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06202, over 17303.93 utterances.], batch size: 27, lr: 8.99e-04
2022-08-21 08:57:55,750 INFO [train.py:927] (3/8) Epoch 3, batch 1650, giga_loss[loss=0.2418, simple_loss=0.3352, pruned_loss=0.0742, over 12386.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03728, over 113.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3146, pruned_loss=0.08598, over 2472568.98 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06208, over 16674.92 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3309, pruned_loss=0.08628, over 1382008.52 frames. utt_duration=1236 frames, utt_pad_proportion=0.0726, over 4478.36 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3134, pruned_loss=0.08599, over 2472900.64 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06239, over 17747.45 utterances.], batch size: 113, lr: 8.98e-04
2022-08-21 08:59:38,718 INFO [train.py:927] (3/8) Epoch 3, batch 1700, giga_loss[loss=0.299, simple_loss=0.3624, pruned_loss=0.1178, over 12379.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07462, over 212.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.322, pruned_loss=0.08981, over 2472793.60 frames. utt_duration=564.9 frames, utt_pad_proportion=0.0697, over 17556.59 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3317, pruned_loss=0.08613, over 1408964.77 frames. utt_duration=1244 frames, utt_pad_proportion=0.07015, over 4535.79 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3203, pruned_loss=0.08994, over 2473108.38 frames. utt_duration=532.1 frames, utt_pad_proportion=0.07, over 18644.70 utterances.], batch size: 212, lr: 8.98e-04
2022-08-21 09:01:18,029 INFO [train.py:927] (3/8) Epoch 3, batch 1750, giga_loss[loss=0.2256, simple_loss=0.2993, pruned_loss=0.07594, over 12413.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.326, pruned_loss=0.09227, over 2472838.37 frames. utt_duration=530.8 frames, utt_pad_proportion=0.07342, over 18688.37 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3318, pruned_loss=0.08666, over 1445284.13 frames. utt_duration=1239 frames, utt_pad_proportion=0.06932, over 4671.21 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3244, pruned_loss=0.09228, over 2473431.35 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07374, over 19893.22 utterances.], batch size: 105, lr: 8.98e-04
2022-08-21 09:02:59,155 INFO [train.py:927] (3/8) Epoch 3, batch 1800, giga_loss[loss=0.2663, simple_loss=0.3328, pruned_loss=0.09993, over 12377.00 frames. utt_duration=1102 frames, utt_pad_proportion=0.02262, over 45.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3235, pruned_loss=0.08959, over 2472958.95 frames. utt_duration=522.1 frames, utt_pad_proportion=0.07507, over 19000.89 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3312, pruned_loss=0.08633, over 1470611.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06857, over 4759.69 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3224, pruned_loss=0.08988, over 2473528.98 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07543, over 20197.69 utterances.], batch size: 45, lr: 8.97e-04
2022-08-21 09:04:41,913 INFO [train.py:927] (3/8) Epoch 3, batch 1850, giga_loss[loss=0.2691, simple_loss=0.3458, pruned_loss=0.09624, over 12309.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02803, over 79.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3252, pruned_loss=0.08983, over 2473232.69 frames. utt_duration=527.8 frames, utt_pad_proportion=0.07386, over 18796.73 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3309, pruned_loss=0.08613, over 1480584.85 frames. utt_duration=1238 frames, utt_pad_proportion=0.0678, over 4789.99 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3244, pruned_loss=0.09019, over 2473704.04 frames. utt_duration=500.3 frames, utt_pad_proportion=0.0744, over 19836.25 utterances.], batch size: 79, lr: 8.97e-04
2022-08-21 09:06:25,885 INFO [train.py:927] (3/8) Epoch 3, batch 1900, giga_loss[loss=0.2251, simple_loss=0.3104, pruned_loss=0.06996, over 12446.00 frames. utt_duration=906.6 frames, utt_pad_proportion=0.02826, over 55.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3275, pruned_loss=0.09105, over 2473650.23 frames. utt_duration=550.5 frames, utt_pad_proportion=0.07058, over 18021.96 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3314, pruned_loss=0.08655, over 1514902.24 frames. utt_duration=1247 frames, utt_pad_proportion=0.06482, over 4865.22 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3264, pruned_loss=0.09126, over 2473967.53 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07197, over 19236.87 utterances.], batch size: 55, lr: 8.96e-04
2022-08-21 09:08:09,075 INFO [train.py:927] (3/8) Epoch 3, batch 1950, giga_loss[loss=0.2388, simple_loss=0.3145, pruned_loss=0.08152, over 12158.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03994, over 33.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3282, pruned_loss=0.09169, over 2473492.78 frames. utt_duration=558 frames, utt_pad_proportion=0.0699, over 17778.53 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3308, pruned_loss=0.08601, over 1547862.42 frames. utt_duration=1235 frames, utt_pad_proportion=0.06853, over 5021.38 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3277, pruned_loss=0.09238, over 2473849.68 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07043, over 19043.36 utterances.], batch size: 33, lr: 8.96e-04
2022-08-21 09:09:53,200 INFO [train.py:927] (3/8) Epoch 3, batch 2000, giga_loss[loss=0.2259, simple_loss=0.3073, pruned_loss=0.07222, over 12140.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04312, over 28.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3293, pruned_loss=0.09221, over 2472948.73 frames. utt_duration=553.6 frames, utt_pad_proportion=0.07027, over 17916.91 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3306, pruned_loss=0.08589, over 1556795.45 frames. utt_duration=1239 frames, utt_pad_proportion=0.06781, over 5031.14 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.329, pruned_loss=0.09287, over 2473493.94 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07085, over 19018.00 utterances.], batch size: 28, lr: 8.96e-04
2022-08-21 09:11:32,685 INFO [train.py:927] (3/8) Epoch 3, batch 2050, libri_loss[loss=0.2237, simple_loss=0.3027, pruned_loss=0.07236, over 12194.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005967, over 33.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3309, pruned_loss=0.09219, over 2472454.59 frames. utt_duration=556.5 frames, utt_pad_proportion=0.07341, over 17820.97 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3312, pruned_loss=0.08607, over 1583554.06 frames. utt_duration=1207 frames, utt_pad_proportion=0.0778, over 5252.49 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3303, pruned_loss=0.09279, over 2473248.22 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07133, over 18856.42 utterances.], batch size: 33, lr: 8.95e-04
2022-08-21 09:13:16,198 INFO [train.py:927] (3/8) Epoch 3, batch 2100, giga_loss[loss=0.2525, simple_loss=0.3185, pruned_loss=0.0933, over 12410.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03527, over 40.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.33, pruned_loss=0.09163, over 2471864.87 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06975, over 16957.07 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3314, pruned_loss=0.08646, over 1605585.70 frames. utt_duration=1196 frames, utt_pad_proportion=0.08174, over 5376.50 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3294, pruned_loss=0.09202, over 2472450.18 frames. utt_duration=552.5 frames, utt_pad_proportion=0.067, over 17948.07 utterances.], batch size: 40, lr: 8.95e-04
2022-08-21 09:14:57,945 INFO [train.py:927] (3/8) Epoch 3, batch 2150, giga_loss[loss=0.2636, simple_loss=0.3367, pruned_loss=0.09521, over 12487.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.0396, over 31.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3286, pruned_loss=0.09138, over 2472207.45 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06559, over 16923.32 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3312, pruned_loss=0.08639, over 1618333.07 frames. utt_duration=1200 frames, utt_pad_proportion=0.08027, over 5402.70 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3282, pruned_loss=0.09178, over 2472841.53 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06391, over 17830.03 utterances.], batch size: 31, lr: 8.94e-04
2022-08-21 09:16:40,046 INFO [train.py:927] (3/8) Epoch 3, batch 2200, libri_loss[loss=0.2461, simple_loss=0.3286, pruned_loss=0.08177, over 12324.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005962, over 36.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3284, pruned_loss=0.09058, over 2471110.55 frames. utt_duration=627.2 frames, utt_pad_proportion=0.06202, over 15798.28 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3322, pruned_loss=0.08672, over 1647785.22 frames. utt_duration=1190 frames, utt_pad_proportion=0.08234, over 5544.25 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3274, pruned_loss=0.09085, over 2471577.69 frames. utt_duration=592 frames, utt_pad_proportion=0.05969, over 16743.84 utterances.], batch size: 36, lr: 8.94e-04
2022-08-21 09:18:21,992 INFO [train.py:927] (3/8) Epoch 3, batch 2250, libri_loss[loss=0.3069, simple_loss=0.3756, pruned_loss=0.1192, over 12419.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02312, over 43.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3288, pruned_loss=0.09027, over 2471397.66 frames. utt_duration=629.6 frames, utt_pad_proportion=0.06041, over 15738.10 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3323, pruned_loss=0.08691, over 1655918.50 frames. utt_duration=1193 frames, utt_pad_proportion=0.08151, over 5560.80 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3278, pruned_loss=0.09038, over 2471818.85 frames. utt_duration=598.6 frames, utt_pad_proportion=0.0588, over 16557.45 utterances.], batch size: 43, lr: 8.94e-04
2022-08-21 09:20:06,130 INFO [train.py:927] (3/8) Epoch 3, batch 2300, giga_loss[loss=0.3449, simple_loss=0.3771, pruned_loss=0.1564, over 12406.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09946, over 257.00 utterances.], tot_loss[loss=0.254, simple_loss=0.328, pruned_loss=0.09, over 2471670.96 frames. utt_duration=635.6 frames, utt_pad_proportion=0.05961, over 15591.02 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3321, pruned_loss=0.08664, over 1668342.69 frames. utt_duration=1197 frames, utt_pad_proportion=0.08013, over 5583.29 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3273, pruned_loss=0.09029, over 2471771.57 frames. utt_duration=606 frames, utt_pad_proportion=0.05867, over 16355.11 utterances.], batch size: 257, lr: 8.93e-04
2022-08-21 09:21:49,736 INFO [train.py:927] (3/8) Epoch 3, batch 2350, libri_loss[loss=0.271, simple_loss=0.3416, pruned_loss=0.1002, over 12284.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007967, over 37.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3253, pruned_loss=0.08867, over 2470880.77 frames. utt_duration=627.7 frames, utt_pad_proportion=0.06036, over 15782.36 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3313, pruned_loss=0.08626, over 1691650.09 frames. utt_duration=1206 frames, utt_pad_proportion=0.07755, over 5616.45 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3251, pruned_loss=0.0892, over 2471427.20 frames. utt_duration=595.6 frames, utt_pad_proportion=0.06013, over 16639.24 utterances.], batch size: 37, lr: 8.93e-04
2022-08-21 09:23:32,135 INFO [train.py:927] (3/8) Epoch 3, batch 2400, giga_loss[loss=0.2129, simple_loss=0.2848, pruned_loss=0.07051, over 12413.00 frames. utt_duration=753.8 frames, utt_pad_proportion=0.02359, over 66.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3239, pruned_loss=0.0883, over 2471255.37 frames. utt_duration=620.5 frames, utt_pad_proportion=0.06321, over 15969.18 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3308, pruned_loss=0.08607, over 1710677.21 frames. utt_duration=1212 frames, utt_pad_proportion=0.07552, over 5654.62 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.324, pruned_loss=0.0889, over 2471938.93 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06341, over 16851.22 utterances.], batch size: 66, lr: 8.92e-04
2022-08-21 09:25:15,838 INFO [train.py:927] (3/8) Epoch 3, batch 2450, giga_loss[loss=0.2138, simple_loss=0.2879, pruned_loss=0.06985, over 12431.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03955, over 37.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3213, pruned_loss=0.08703, over 2471902.27 frames. utt_duration=640.4 frames, utt_pad_proportion=0.05825, over 15476.69 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3308, pruned_loss=0.08617, over 1725874.00 frames. utt_duration=1217 frames, utt_pad_proportion=0.07397, over 5680.27 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3211, pruned_loss=0.08746, over 2472350.16 frames. utt_duration=607 frames, utt_pad_proportion=0.05902, over 16331.85 utterances.], batch size: 37, lr: 8.92e-04
2022-08-21 09:26:55,880 INFO [train.py:927] (3/8) Epoch 3, batch 2500, giga_loss[loss=0.2083, simple_loss=0.285, pruned_loss=0.06581, over 12272.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02522, over 54.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3204, pruned_loss=0.08699, over 2472826.56 frames. utt_duration=645.5 frames, utt_pad_proportion=0.05958, over 15358.08 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3326, pruned_loss=0.08713, over 1755167.50 frames. utt_duration=1198 frames, utt_pad_proportion=0.07855, over 5868.39 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3188, pruned_loss=0.08673, over 2473220.03 frames. utt_duration=611 frames, utt_pad_proportion=0.05827, over 16231.21 utterances.], batch size: 54, lr: 8.92e-04
2022-08-21 09:28:38,337 INFO [train.py:927] (3/8) Epoch 3, batch 2550, giga_loss[loss=0.2204, simple_loss=0.3018, pruned_loss=0.06945, over 12305.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.0356, over 51.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3175, pruned_loss=0.08593, over 2472808.90 frames. utt_duration=616.4 frames, utt_pad_proportion=0.0645, over 16084.35 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3315, pruned_loss=0.08664, over 1769293.39 frames. utt_duration=1204 frames, utt_pad_proportion=0.07715, over 5884.92 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3167, pruned_loss=0.08601, over 2473229.46 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06361, over 16932.72 utterances.], batch size: 51, lr: 8.91e-04
2022-08-21 09:30:20,540 INFO [train.py:927] (3/8) Epoch 3, batch 2600, giga_loss[loss=0.262, simple_loss=0.3327, pruned_loss=0.09564, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03745, over 123.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3168, pruned_loss=0.08483, over 2473191.13 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05991, over 16158.01 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3313, pruned_loss=0.08667, over 1779745.73 frames. utt_duration=1209 frames, utt_pad_proportion=0.07597, over 5896.62 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3161, pruned_loss=0.08487, over 2473567.39 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05969, over 16952.76 utterances.], batch size: 123, lr: 8.91e-04
2022-08-21 09:32:01,793 INFO [train.py:927] (3/8) Epoch 3, batch 2650, giga_loss[loss=0.2224, simple_loss=0.3088, pruned_loss=0.06804, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03336, over 85.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3175, pruned_loss=0.08487, over 2473028.37 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06144, over 16789.73 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3307, pruned_loss=0.08675, over 1799870.96 frames. utt_duration=1219 frames, utt_pad_proportion=0.07381, over 5914.32 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.317, pruned_loss=0.08483, over 2473745.02 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06174, over 17706.08 utterances.], batch size: 85, lr: 8.90e-04
2022-08-21 09:33:42,514 INFO [train.py:927] (3/8) Epoch 3, batch 2700, libri_loss[loss=0.2572, simple_loss=0.3338, pruned_loss=0.09027, over 12175.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01093, over 39.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.317, pruned_loss=0.08437, over 2472172.21 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06571, over 17173.76 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.331, pruned_loss=0.08689, over 1816283.77 frames. utt_duration=1222 frames, utt_pad_proportion=0.07176, over 5951.13 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3161, pruned_loss=0.0842, over 2472966.02 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06626, over 18121.50 utterances.], batch size: 39, lr: 8.90e-04
2022-08-21 09:35:23,391 INFO [train.py:927] (3/8) Epoch 3, batch 2750, giga_loss[loss=0.2339, simple_loss=0.3093, pruned_loss=0.07922, over 12361.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02977, over 85.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3165, pruned_loss=0.08379, over 2471394.62 frames. utt_duration=599.8 frames, utt_pad_proportion=0.0608, over 16521.96 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3308, pruned_loss=0.08657, over 1825914.34 frames. utt_duration=1227 frames, utt_pad_proportion=0.0707, over 5960.84 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3157, pruned_loss=0.08381, over 2472156.53 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06177, over 17400.58 utterances.], batch size: 85, lr: 8.90e-04
2022-08-21 09:37:05,692 INFO [train.py:927] (3/8) Epoch 3, batch 2800, giga_loss[loss=0.2524, simple_loss=0.3216, pruned_loss=0.09159, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04779, over 34.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3213, pruned_loss=0.086, over 2472618.28 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05877, over 17091.72 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3321, pruned_loss=0.0866, over 1842139.65 frames. utt_duration=1232 frames, utt_pad_proportion=0.06896, over 5986.57 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08595, over 2473021.32 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06002, over 18010.95 utterances.], batch size: 34, lr: 8.89e-04
2022-08-21 09:38:47,410 INFO [train.py:927] (3/8) Epoch 3, batch 2850, giga_loss[loss=0.2388, simple_loss=0.3203, pruned_loss=0.07871, over 12366.00 frames. utt_duration=376.3 frames, utt_pad_proportion=0.03504, over 132.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3226, pruned_loss=0.08626, over 2472937.31 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05549, over 16996.63 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3313, pruned_loss=0.08618, over 1854352.56 frames. utt_duration=1237 frames, utt_pad_proportion=0.06767, over 6002.63 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.08648, over 2473518.25 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05694, over 17905.32 utterances.], batch size: 132, lr: 8.89e-04
2022-08-21 09:40:28,365 INFO [train.py:927] (3/8) Epoch 3, batch 2900, giga_loss[loss=0.2291, simple_loss=0.315, pruned_loss=0.07154, over 12340.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03019, over 91.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3235, pruned_loss=0.08668, over 2472920.53 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05475, over 16691.70 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3315, pruned_loss=0.08671, over 1875672.10 frames. utt_duration=1222 frames, utt_pad_proportion=0.07061, over 6148.07 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3222, pruned_loss=0.0865, over 2473402.79 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05471, over 17629.42 utterances.], batch size: 91, lr: 8.88e-04
2022-08-21 09:42:08,347 INFO [train.py:927] (3/8) Epoch 3, batch 2950, giga_loss[loss=0.2573, simple_loss=0.3288, pruned_loss=0.0929, over 12401.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3247, pruned_loss=0.08776, over 2472567.15 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05756, over 17390.01 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3324, pruned_loss=0.08681, over 1889825.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.06888, over 6162.19 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3229, pruned_loss=0.08757, over 2473525.16 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05784, over 18376.73 utterances.], batch size: 146, lr: 8.88e-04
2022-08-21 09:43:49,136 INFO [train.py:927] (3/8) Epoch 3, batch 3000, giga_loss[loss=0.2808, simple_loss=0.3451, pruned_loss=0.1083, over 12405.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07263, over 212.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.322, pruned_loss=0.08644, over 2472644.39 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05532, over 17392.82 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3328, pruned_loss=0.08726, over 1898395.61 frames. utt_duration=1230 frames, utt_pad_proportion=0.06789, over 6179.62 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3202, pruned_loss=0.08598, over 2473545.77 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05587, over 18303.13 utterances.], batch size: 212, lr: 8.88e-04
2022-08-21 09:43:49,137 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 09:44:02,981 INFO [train.py:967] (3/8) 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 09:45:41,047 INFO [train.py:927] (3/8) Epoch 3, batch 3050, giga_loss[loss=0.2378, simple_loss=0.3043, pruned_loss=0.08561, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04561, over 34.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3232, pruned_loss=0.08641, over 2473291.74 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05772, over 17787.02 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3329, pruned_loss=0.08741, over 1912363.54 frames. utt_duration=1231 frames, utt_pad_proportion=0.06651, over 6219.63 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3215, pruned_loss=0.08593, over 2474219.86 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05838, over 18732.56 utterances.], batch size: 34, lr: 8.87e-04
2022-08-21 09:47:20,163 INFO [train.py:927] (3/8) Epoch 3, batch 3100, giga_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07929, over 12446.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3248, pruned_loss=0.08712, over 2474335.31 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05908, over 18453.42 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.334, pruned_loss=0.08785, over 1920882.38 frames. utt_duration=1219 frames, utt_pad_proportion=0.07041, over 6313.25 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3226, pruned_loss=0.08642, over 2474944.80 frames. utt_duration=515.3 frames, utt_pad_proportion=0.05818, over 19267.88 utterances.], batch size: 80, lr: 8.87e-04
2022-08-21 09:49:00,597 INFO [train.py:927] (3/8) Epoch 3, batch 3150, giga_loss[loss=0.2973, simple_loss=0.3477, pruned_loss=0.1234, over 12355.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1813, over 359.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3245, pruned_loss=0.08886, over 2474195.15 frames. utt_duration=529 frames, utt_pad_proportion=0.05915, over 18762.32 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3346, pruned_loss=0.08846, over 1937139.65 frames. utt_duration=1222 frames, utt_pad_proportion=0.06863, over 6350.48 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.322, pruned_loss=0.08787, over 2474823.55 frames. utt_duration=504.1 frames, utt_pad_proportion=0.05879, over 19698.19 utterances.], batch size: 359, lr: 8.86e-04
2022-08-21 09:50:39,845 INFO [train.py:927] (3/8) Epoch 3, batch 3200, giga_loss[loss=0.2646, simple_loss=0.3319, pruned_loss=0.09869, over 12468.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3226, pruned_loss=0.08882, over 2473771.14 frames. utt_duration=536.9 frames, utt_pad_proportion=0.05947, over 18481.58 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3346, pruned_loss=0.08851, over 1957646.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.06717, over 6418.07 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3202, pruned_loss=0.08801, over 2474818.05 frames. utt_duration=506.1 frames, utt_pad_proportion=0.05944, over 19616.81 utterances.], batch size: 75, lr: 8.86e-04
2022-08-21 09:52:27,470 INFO [train.py:927] (3/8) Epoch 3, batch 3250, giga_loss[loss=0.2174, simple_loss=0.2936, pruned_loss=0.07061, over 12342.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3182, pruned_loss=0.08677, over 2474033.43 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06382, over 18315.84 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3345, pruned_loss=0.08836, over 1967584.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.06712, over 6452.66 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3161, pruned_loss=0.08621, over 2475142.27 frames. utt_duration=512 frames, utt_pad_proportion=0.06349, over 19393.06 utterances.], batch size: 97, lr: 8.86e-04
2022-08-21 09:54:08,580 INFO [train.py:927] (3/8) Epoch 3, batch 3300, giga_loss[loss=0.21, simple_loss=0.2833, pruned_loss=0.06839, over 12313.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03634, over 62.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3141, pruned_loss=0.08477, over 2473759.69 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06137, over 17784.39 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3352, pruned_loss=0.0889, over 1977605.33 frames. utt_duration=1208 frames, utt_pad_proportion=0.07096, over 6554.40 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3117, pruned_loss=0.08394, over 2474665.48 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06006, over 18750.38 utterances.], batch size: 62, lr: 8.85e-04
2022-08-21 09:55:49,781 INFO [train.py:927] (3/8) Epoch 3, batch 3350, giga_loss[loss=0.224, simple_loss=0.3024, pruned_loss=0.07279, over 12467.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02951, over 55.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3145, pruned_loss=0.08483, over 2473114.97 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06055, over 17246.30 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.335, pruned_loss=0.08885, over 1984875.99 frames. utt_duration=1213 frames, utt_pad_proportion=0.07004, over 6551.12 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3124, pruned_loss=0.08416, over 2473947.34 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05979, over 18162.77 utterances.], batch size: 55, lr: 8.85e-04
2022-08-21 09:57:30,324 INFO [train.py:927] (3/8) Epoch 3, batch 3400, libri_loss[loss=0.34, simple_loss=0.5056, pruned_loss=0.08714, over 12286.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006282, over 32.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3171, pruned_loss=0.08511, over 2473125.14 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05716, over 17235.36 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3363, pruned_loss=0.08896, over 1989546.63 frames. utt_duration=1216 frames, utt_pad_proportion=0.0694, over 6551.60 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3143, pruned_loss=0.08447, over 2473970.05 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05688, over 18058.91 utterances.], batch size: 32, lr: 8.84e-04
2022-08-21 09:59:12,474 INFO [train.py:927] (3/8) Epoch 3, batch 3450, giga_loss[loss=0.2666, simple_loss=0.3399, pruned_loss=0.09661, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3201, pruned_loss=0.0866, over 2474003.43 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05918, over 17230.05 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3368, pruned_loss=0.0896, over 2001652.65 frames. utt_duration=1207 frames, utt_pad_proportion=0.07346, over 6643.95 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3171, pruned_loss=0.08558, over 2474553.47 frames. utt_duration=550 frames, utt_pad_proportion=0.05754, over 18047.15 utterances.], batch size: 105, lr: 8.84e-04
2022-08-21 10:00:58,605 INFO [train.py:927] (3/8) Epoch 3, batch 3500, giga_loss[loss=0.2993, simple_loss=0.3693, pruned_loss=0.1147, over 12338.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03366, over 97.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3267, pruned_loss=0.09188, over 2474004.42 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05792, over 17581.13 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3357, pruned_loss=0.08911, over 2015290.97 frames. utt_duration=1214 frames, utt_pad_proportion=0.07189, over 6647.56 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3248, pruned_loss=0.09139, over 2474769.26 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05709, over 18513.28 utterances.], batch size: 97, lr: 8.84e-04
2022-08-21 10:02:40,281 INFO [train.py:927] (3/8) Epoch 3, batch 3550, giga_loss[loss=0.2919, simple_loss=0.3538, pruned_loss=0.115, over 12456.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03438, over 98.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3332, pruned_loss=0.09681, over 2474214.93 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06472, over 18330.40 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3347, pruned_loss=0.08882, over 2031200.60 frames. utt_duration=1207 frames, utt_pad_proportion=0.07468, over 6739.46 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3322, pruned_loss=0.09676, over 2474746.31 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06276, over 19335.71 utterances.], batch size: 98, lr: 8.83e-04
2022-08-21 10:04:25,189 INFO [train.py:927] (3/8) Epoch 3, batch 3600, giga_loss[loss=0.2898, simple_loss=0.3498, pruned_loss=0.1149, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3398, pruned_loss=0.102, over 2473668.56 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06489, over 18347.60 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3341, pruned_loss=0.08862, over 2048086.75 frames. utt_duration=1218 frames, utt_pad_proportion=0.07206, over 6736.92 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3395, pruned_loss=0.1025, over 2474596.52 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06409, over 19601.58 utterances.], batch size: 105, lr: 8.83e-04
2022-08-21 10:06:10,229 INFO [train.py:927] (3/8) Epoch 3, batch 3650, giga_loss[loss=0.3318, simple_loss=0.3834, pruned_loss=0.1401, over 12435.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05419, over 162.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3459, pruned_loss=0.1072, over 2473096.88 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06427, over 18700.90 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3346, pruned_loss=0.08865, over 2056528.94 frames. utt_duration=1220 frames, utt_pad_proportion=0.07068, over 6752.05 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3454, pruned_loss=0.1079, over 2473841.28 frames. utt_duration=499 frames, utt_pad_proportion=0.06402, over 19891.14 utterances.], batch size: 162, lr: 8.83e-04
2022-08-21 10:07:55,217 INFO [train.py:927] (3/8) Epoch 3, batch 3700, giga_loss[loss=0.4143, simple_loss=0.434, pruned_loss=0.1973, over 12401.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3524, pruned_loss=0.1138, over 2473945.65 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06975, over 19817.38 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3346, pruned_loss=0.08865, over 2068813.08 frames. utt_duration=1225 frames, utt_pad_proportion=0.06876, over 6763.29 utterances.], giga_tot_loss[loss=0.2911, simple_loss=0.3524, pruned_loss=0.1149, over 2474626.80 frames. utt_duration=471 frames, utt_pad_proportion=0.06975, over 21081.76 utterances.], batch size: 259, lr: 8.82e-04
2022-08-21 10:09:43,179 INFO [train.py:927] (3/8) Epoch 3, batch 3750, giga_loss[loss=0.3029, simple_loss=0.3643, pruned_loss=0.1208, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03694, over 105.00 utterances.], tot_loss[loss=0.2951, simple_loss=0.3559, pruned_loss=0.1172, over 2474262.41 frames. utt_duration=507 frames, utt_pad_proportion=0.07016, over 19576.42 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3332, pruned_loss=0.08799, over 2088696.79 frames. utt_duration=1229 frames, utt_pad_proportion=0.06693, over 6804.21 utterances.], giga_tot_loss[loss=0.2987, simple_loss=0.3579, pruned_loss=0.1198, over 2474766.47 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07069, over 21148.59 utterances.], batch size: 105, lr: 8.82e-04
2022-08-21 10:11:32,086 INFO [train.py:927] (3/8) Epoch 3, batch 3800, giga_loss[loss=0.2703, simple_loss=0.3323, pruned_loss=0.1041, over 12343.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03421, over 62.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3575, pruned_loss=0.1201, over 2474212.48 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07765, over 20841.14 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3332, pruned_loss=0.0882, over 2099418.31 frames. utt_duration=1223 frames, utt_pad_proportion=0.0702, over 6872.87 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3596, pruned_loss=0.1228, over 2475236.99 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07667, over 22379.22 utterances.], batch size: 62, lr: 8.81e-04
2022-08-21 10:13:16,260 INFO [train.py:927] (3/8) Epoch 3, batch 3850, giga_loss[loss=0.2777, simple_loss=0.3496, pruned_loss=0.1029, over 12421.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03161, over 80.00 utterances.], tot_loss[loss=0.2999, simple_loss=0.3587, pruned_loss=0.1206, over 2474416.87 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07475, over 21255.37 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.333, pruned_loss=0.08805, over 2106660.47 frames. utt_duration=1228 frames, utt_pad_proportion=0.06897, over 6871.47 utterances.], giga_tot_loss[loss=0.3039, simple_loss=0.3609, pruned_loss=0.1234, over 2475407.93 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07449, over 22727.16 utterances.], batch size: 80, lr: 8.81e-04
2022-08-21 10:15:01,196 INFO [train.py:927] (3/8) Epoch 3, batch 3900, giga_loss[loss=0.3217, simple_loss=0.3799, pruned_loss=0.1318, over 12362.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03564, over 132.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.3607, pruned_loss=0.1218, over 2474761.25 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07457, over 21597.02 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3333, pruned_loss=0.08834, over 2117616.93 frames. utt_duration=1229 frames, utt_pad_proportion=0.06742, over 6898.08 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.363, pruned_loss=0.1246, over 2475503.28 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07487, over 23138.70 utterances.], batch size: 132, lr: 8.81e-04
2022-08-21 10:16:50,302 INFO [train.py:927] (3/8) Epoch 3, batch 3950, giga_loss[loss=0.2944, simple_loss=0.3518, pruned_loss=0.1185, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.361, pruned_loss=0.121, over 2475046.26 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07718, over 22479.35 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3333, pruned_loss=0.08834, over 2117616.93 frames. utt_duration=1229 frames, utt_pad_proportion=0.06742, over 6898.08 utterances.], giga_tot_loss[loss=0.3046, simple_loss=0.3627, pruned_loss=0.1232, over 2475623.79 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07728, over 23679.25 utterances.], batch size: 183, lr: 8.80e-04
2022-08-21 10:18:34,922 INFO [train.py:927] (3/8) Epoch 3, batch 4000, libri_loss[loss=0.3858, simple_loss=0.5429, pruned_loss=0.1143, over 12418.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00729, over 30.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.3591, pruned_loss=0.1181, over 2475598.17 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07639, over 22652.41 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3349, pruned_loss=0.08868, over 2126488.26 frames. utt_duration=1221 frames, utt_pad_proportion=0.0703, over 6974.42 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3598, pruned_loss=0.1204, over 2476039.62 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07585, over 23922.74 utterances.], batch size: 30, lr: 8.80e-04
2022-08-21 10:20:20,101 INFO [train.py:927] (3/8) Epoch 3, batch 4050, giga_loss[loss=0.295, simple_loss=0.3515, pruned_loss=0.1193, over 12387.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03411, over 122.00 utterances.], tot_loss[loss=0.295, simple_loss=0.357, pruned_loss=0.1165, over 2475796.65 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07843, over 23069.49 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3352, pruned_loss=0.08914, over 2135014.77 frames. utt_duration=1222 frames, utt_pad_proportion=0.06983, over 6994.48 utterances.], giga_tot_loss[loss=0.2975, simple_loss=0.3577, pruned_loss=0.1186, over 2476248.65 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0781, over 24418.79 utterances.], batch size: 122, lr: 8.79e-04
2022-08-21 10:22:13,315 INFO [train.py:927] (3/8) Epoch 3, batch 4100, giga_loss[loss=0.2514, simple_loss=0.3227, pruned_loss=0.09002, over 12366.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03642, over 122.00 utterances.], tot_loss[loss=0.2917, simple_loss=0.3548, pruned_loss=0.1143, over 2475659.71 frames. utt_duration=452.6 frames, utt_pad_proportion=0.0729, over 21949.11 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3357, pruned_loss=0.08951, over 2143530.41 frames. utt_duration=1219 frames, utt_pad_proportion=0.06896, over 7044.94 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3555, pruned_loss=0.1162, over 2475941.94 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07321, over 23332.90 utterances.], batch size: 122, lr: 8.79e-04
2022-08-21 10:24:03,514 INFO [train.py:927] (3/8) Epoch 3, batch 4150, giga_loss[loss=0.3183, simple_loss=0.3916, pruned_loss=0.1226, over 12437.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.0373, over 133.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3538, pruned_loss=0.1118, over 2475205.30 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07761, over 22414.67 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3348, pruned_loss=0.08903, over 2152872.91 frames. utt_duration=1227 frames, utt_pad_proportion=0.06729, over 7028.96 utterances.], giga_tot_loss[loss=0.2921, simple_loss=0.3556, pruned_loss=0.1144, over 2475862.00 frames. utt_duration=415 frames, utt_pad_proportion=0.07817, over 23944.41 utterances.], batch size: 133, lr: 8.79e-04
2022-08-21 10:25:49,368 INFO [train.py:927] (3/8) Epoch 3, batch 4200, giga_loss[loss=0.2789, simple_loss=0.3529, pruned_loss=0.1024, over 12371.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04014, over 37.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3535, pruned_loss=0.1103, over 2475021.80 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07523, over 21211.43 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3355, pruned_loss=0.08904, over 2165477.45 frames. utt_duration=1231 frames, utt_pad_proportion=0.06525, over 7046.68 utterances.], giga_tot_loss[loss=0.2907, simple_loss=0.355, pruned_loss=0.1132, over 2475631.84 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07656, over 22983.28 utterances.], batch size: 37, lr: 8.78e-04
2022-08-21 10:27:37,142 INFO [train.py:927] (3/8) Epoch 3, batch 4250, giga_loss[loss=0.3013, simple_loss=0.3571, pruned_loss=0.1227, over 12413.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3526, pruned_loss=0.1103, over 2474420.86 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07722, over 21366.02 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3358, pruned_loss=0.08933, over 2171304.77 frames. utt_duration=1230 frames, utt_pad_proportion=0.06507, over 7068.63 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.354, pruned_loss=0.1127, over 2475178.47 frames. utt_duration=432 frames, utt_pad_proportion=0.0782, over 22992.45 utterances.], batch size: 133, lr: 8.78e-04
2022-08-21 10:29:21,995 INFO [train.py:927] (3/8) Epoch 3, batch 4300, giga_loss[loss=0.2719, simple_loss=0.3418, pruned_loss=0.101, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3511, pruned_loss=0.1104, over 2474677.55 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07633, over 20936.30 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3354, pruned_loss=0.08926, over 2177097.80 frames. utt_duration=1236 frames, utt_pad_proportion=0.06405, over 7054.29 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3527, pruned_loss=0.1128, over 2475497.22 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07754, over 22494.54 utterances.], batch size: 122, lr: 8.78e-04
2022-08-21 10:31:10,707 INFO [train.py:927] (3/8) Epoch 3, batch 4350, giga_loss[loss=0.2809, simple_loss=0.3428, pruned_loss=0.1095, over 12378.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06016, over 182.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3485, pruned_loss=0.1072, over 2473422.12 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07224, over 20255.06 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3346, pruned_loss=0.0889, over 2185144.08 frames. utt_duration=1243 frames, utt_pad_proportion=0.06254, over 7042.91 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3509, pruned_loss=0.1099, over 2474757.34 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07402, over 21870.71 utterances.], batch size: 182, lr: 8.77e-04
2022-08-21 10:32:57,228 INFO [train.py:927] (3/8) Epoch 3, batch 4400, giga_loss[loss=0.2518, simple_loss=0.3191, pruned_loss=0.09223, over 12469.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03604, over 37.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3462, pruned_loss=0.1057, over 2473230.05 frames. utt_duration=508 frames, utt_pad_proportion=0.07096, over 19531.12 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3337, pruned_loss=0.08851, over 2194380.04 frames. utt_duration=1252 frames, utt_pad_proportion=0.06083, over 7019.94 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3492, pruned_loss=0.1087, over 2474957.32 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07309, over 21260.23 utterances.], batch size: 37, lr: 8.77e-04
2022-08-21 10:34:42,440 INFO [train.py:927] (3/8) Epoch 3, batch 4450, giga_loss[loss=0.2246, simple_loss=0.2996, pruned_loss=0.07482, over 12319.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04531, over 26.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3461, pruned_loss=0.1068, over 2473371.69 frames. utt_duration=492.9 frames, utt_pad_proportion=0.0698, over 20132.93 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3336, pruned_loss=0.08858, over 2200997.33 frames. utt_duration=1256 frames, utt_pad_proportion=0.05952, over 7016.45 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3489, pruned_loss=0.1096, over 2475002.78 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07201, over 21812.41 utterances.], batch size: 26, lr: 8.76e-04
2022-08-21 10:36:28,728 INFO [train.py:927] (3/8) Epoch 3, batch 4500, giga_loss[loss=0.2929, simple_loss=0.3485, pruned_loss=0.1187, over 12414.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03068, over 122.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3458, pruned_loss=0.1077, over 2473076.97 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07264, over 20391.31 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.333, pruned_loss=0.08824, over 2208823.87 frames. utt_duration=1261 frames, utt_pad_proportion=0.05836, over 7016.10 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3487, pruned_loss=0.1106, over 2474606.77 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07462, over 22086.44 utterances.], batch size: 122, lr: 8.76e-04
2022-08-21 10:38:14,052 INFO [train.py:927] (3/8) Epoch 3, batch 4550, giga_loss[loss=0.2856, simple_loss=0.3555, pruned_loss=0.1078, over 12377.00 frames. utt_duration=472.8 frames, utt_pad_proportion=0.04301, over 105.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3443, pruned_loss=0.1061, over 2473682.71 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06866, over 19558.72 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3345, pruned_loss=0.08866, over 2215313.39 frames. utt_duration=1263 frames, utt_pad_proportion=0.05718, over 7025.47 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3458, pruned_loss=0.1086, over 2474968.15 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07105, over 21190.55 utterances.], batch size: 105, lr: 8.76e-04
2022-08-21 10:39:59,003 INFO [train.py:927] (3/8) Epoch 3, batch 4600, libri_loss[loss=0.2284, simple_loss=0.3092, pruned_loss=0.07383, over 12138.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005321, over 32.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3442, pruned_loss=0.1058, over 2474023.17 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06499, over 19125.71 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3343, pruned_loss=0.08857, over 2221683.54 frames. utt_duration=1267 frames, utt_pad_proportion=0.05597, over 7024.78 utterances.], giga_tot_loss[loss=0.2812, simple_loss=0.3458, pruned_loss=0.1082, over 2475117.75 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06764, over 20711.45 utterances.], batch size: 32, lr: 8.75e-04
2022-08-21 10:41:42,707 INFO [train.py:927] (3/8) Epoch 3, batch 4650, giga_loss[loss=0.2879, simple_loss=0.3582, pruned_loss=0.1088, over 12342.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3438, pruned_loss=0.1048, over 2474264.84 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06285, over 18914.96 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3334, pruned_loss=0.08806, over 2228915.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.05572, over 7038.52 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3461, pruned_loss=0.1076, over 2475347.61 frames. utt_duration=484.6 frames, utt_pad_proportion=0.0653, over 20491.45 utterances.], batch size: 66, lr: 8.75e-04
2022-08-21 10:43:29,392 INFO [train.py:927] (3/8) Epoch 3, batch 4700, giga_loss[loss=0.2592, simple_loss=0.3321, pruned_loss=0.09314, over 12341.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0314, over 85.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3467, pruned_loss=0.1077, over 2473668.65 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06809, over 19582.13 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3338, pruned_loss=0.0884, over 2232259.79 frames. utt_duration=1269 frames, utt_pad_proportion=0.05537, over 7045.81 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3483, pruned_loss=0.1099, over 2474807.26 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06978, over 20975.12 utterances.], batch size: 85, lr: 8.74e-04
2022-08-21 10:45:15,473 INFO [train.py:927] (3/8) Epoch 3, batch 4750, giga_loss[loss=0.2954, simple_loss=0.3573, pruned_loss=0.1168, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03621, over 105.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3467, pruned_loss=0.1084, over 2474084.10 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06999, over 19700.99 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3338, pruned_loss=0.08836, over 2239152.48 frames. utt_duration=1272 frames, utt_pad_proportion=0.05393, over 7050.37 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3483, pruned_loss=0.1107, over 2475230.25 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07174, over 21137.18 utterances.], batch size: 105, lr: 8.74e-04
2022-08-21 10:46:59,263 INFO [train.py:927] (3/8) Epoch 3, batch 4800, giga_loss[loss=0.2907, simple_loss=0.3591, pruned_loss=0.1111, over 12339.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.0347, over 51.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3481, pruned_loss=0.1102, over 2474580.30 frames. utt_duration=501 frames, utt_pad_proportion=0.07037, over 19815.88 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3338, pruned_loss=0.08844, over 2243627.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.05324, over 7067.28 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3496, pruned_loss=0.1123, over 2475663.85 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07205, over 21167.66 utterances.], batch size: 51, lr: 8.74e-04
2022-08-21 10:48:41,470 INFO [train.py:927] (3/8) Epoch 3, batch 4850, giga_loss[loss=0.2715, simple_loss=0.3471, pruned_loss=0.0979, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3469, pruned_loss=0.109, over 2473966.72 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06992, over 19864.94 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3337, pruned_loss=0.08837, over 2249209.08 frames. utt_duration=1275 frames, utt_pad_proportion=0.05216, over 7063.59 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3485, pruned_loss=0.1112, over 2474948.54 frames. utt_duration=467.6 frames, utt_pad_proportion=0.0717, over 21235.83 utterances.], batch size: 146, lr: 8.73e-04
2022-08-21 10:50:24,511 INFO [train.py:927] (3/8) Epoch 3, batch 4900, giga_loss[loss=0.2641, simple_loss=0.3284, pruned_loss=0.09995, over 12454.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3436, pruned_loss=0.106, over 2473822.93 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07076, over 19583.20 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3339, pruned_loss=0.0886, over 2255586.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.05697, over 7172.48 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3451, pruned_loss=0.1081, over 2474853.97 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0709, over 20920.07 utterances.], batch size: 75, lr: 8.73e-04
2022-08-21 10:52:11,459 INFO [train.py:927] (3/8) Epoch 3, batch 4950, giga_loss[loss=0.2635, simple_loss=0.3372, pruned_loss=0.09493, over 12443.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.03015, over 122.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3423, pruned_loss=0.105, over 2474121.04 frames. utt_duration=524 frames, utt_pad_proportion=0.06686, over 18939.10 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3348, pruned_loss=0.08902, over 2264264.79 frames. utt_duration=1241 frames, utt_pad_proportion=0.06063, over 7304.97 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3431, pruned_loss=0.107, over 2474869.04 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06618, over 20334.60 utterances.], batch size: 122, lr: 8.73e-04
2022-08-21 10:53:56,130 INFO [train.py:927] (3/8) Epoch 3, batch 5000, giga_loss[loss=0.2804, simple_loss=0.3698, pruned_loss=0.09547, over 12433.00 frames. utt_duration=906 frames, utt_pad_proportion=0.02996, over 55.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.345, pruned_loss=0.1069, over 2474568.21 frames. utt_duration=509 frames, utt_pad_proportion=0.07303, over 19503.55 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3349, pruned_loss=0.08921, over 2269217.76 frames. utt_duration=1240 frames, utt_pad_proportion=0.0604, over 7327.94 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3457, pruned_loss=0.1087, over 2475398.28 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0723, over 20862.12 utterances.], batch size: 55, lr: 8.72e-04
2022-08-21 10:55:44,640 INFO [train.py:927] (3/8) Epoch 3, batch 5050, giga_loss[loss=0.2458, simple_loss=0.3304, pruned_loss=0.08062, over 12403.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3495, pruned_loss=0.1065, over 2475173.26 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07402, over 19655.57 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3358, pruned_loss=0.08875, over 2278195.59 frames. utt_duration=1237 frames, utt_pad_proportion=0.06335, over 7378.04 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3498, pruned_loss=0.1091, over 2475947.31 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07266, over 21211.64 utterances.], batch size: 91, lr: 8.72e-04
2022-08-21 10:57:27,750 INFO [train.py:927] (3/8) Epoch 3, batch 5100, giga_loss[loss=0.2493, simple_loss=0.3249, pruned_loss=0.08684, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03307, over 75.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.351, pruned_loss=0.1079, over 2476163.52 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07241, over 20008.37 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3347, pruned_loss=0.08819, over 2286145.01 frames. utt_duration=1244 frames, utt_pad_proportion=0.06145, over 7357.23 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3528, pruned_loss=0.1111, over 2476619.64 frames. utt_duration=457 frames, utt_pad_proportion=0.07218, over 21746.30 utterances.], batch size: 75, lr: 8.71e-04
2022-08-21 10:59:12,711 INFO [train.py:927] (3/8) Epoch 3, batch 5150, giga_loss[loss=0.3027, simple_loss=0.359, pruned_loss=0.1232, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03771, over 113.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3503, pruned_loss=0.109, over 2475669.56 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06953, over 19602.73 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3348, pruned_loss=0.08857, over 2289063.73 frames. utt_duration=1248 frames, utt_pad_proportion=0.06071, over 7346.91 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3518, pruned_loss=0.1115, over 2475959.83 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06982, over 21149.11 utterances.], batch size: 113, lr: 8.71e-04
2022-08-21 11:00:58,999 INFO [train.py:927] (3/8) Epoch 3, batch 5200, giga_loss[loss=0.2351, simple_loss=0.2985, pruned_loss=0.08582, over 12141.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04108, over 28.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3489, pruned_loss=0.1094, over 2475525.12 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07082, over 20020.66 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3345, pruned_loss=0.08854, over 2294494.60 frames. utt_duration=1249 frames, utt_pad_proportion=0.06011, over 7357.21 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3508, pruned_loss=0.112, over 2475851.09 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07132, over 21617.07 utterances.], batch size: 28, lr: 8.71e-04
2022-08-21 11:02:53,695 INFO [train.py:927] (3/8) Epoch 3, batch 5250, giga_loss[loss=0.3205, simple_loss=0.3774, pruned_loss=0.1318, over 12360.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3461, pruned_loss=0.1079, over 2475522.20 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07448, over 19690.57 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3342, pruned_loss=0.08845, over 2299863.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.05864, over 7346.75 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3482, pruned_loss=0.1107, over 2475737.93 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07522, over 21315.54 utterances.], batch size: 91, lr: 8.70e-04
2022-08-21 11:04:37,894 INFO [train.py:927] (3/8) Epoch 3, batch 5300, giga_loss[loss=0.3276, simple_loss=0.3795, pruned_loss=0.1378, over 12370.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3464, pruned_loss=0.1085, over 2475457.08 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07194, over 19723.20 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3337, pruned_loss=0.08818, over 2306455.36 frames. utt_duration=1259 frames, utt_pad_proportion=0.05677, over 7335.94 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3489, pruned_loss=0.1116, over 2475909.91 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07342, over 21470.55 utterances.], batch size: 182, lr: 8.70e-04
2022-08-21 11:06:22,117 INFO [train.py:927] (3/8) Epoch 3, batch 5350, giga_loss[loss=0.2686, simple_loss=0.3354, pruned_loss=0.1009, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03914, over 133.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3451, pruned_loss=0.1079, over 2475117.02 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06867, over 19424.89 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3336, pruned_loss=0.08821, over 2309776.69 frames. utt_duration=1261 frames, utt_pad_proportion=0.05591, over 7334.28 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3474, pruned_loss=0.1107, over 2475498.56 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07049, over 21023.49 utterances.], batch size: 133, lr: 8.70e-04
2022-08-21 11:08:05,970 INFO [train.py:927] (3/8) Epoch 3, batch 5400, giga_loss[loss=0.2427, simple_loss=0.3214, pruned_loss=0.08204, over 12316.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05151, over 26.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3451, pruned_loss=0.1066, over 2474257.16 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06602, over 18529.42 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3332, pruned_loss=0.08765, over 2315201.86 frames. utt_duration=1269 frames, utt_pad_proportion=0.05443, over 7309.06 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3477, pruned_loss=0.1099, over 2474804.83 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06833, over 20210.12 utterances.], batch size: 26, lr: 8.69e-04
2022-08-21 11:09:52,406 INFO [train.py:927] (3/8) Epoch 3, batch 5450, giga_loss[loss=0.3202, simple_loss=0.3837, pruned_loss=0.1284, over 12327.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03397, over 85.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3478, pruned_loss=0.109, over 2474200.68 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07826, over 20151.54 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3334, pruned_loss=0.08784, over 2318971.22 frames. utt_duration=1272 frames, utt_pad_proportion=0.05331, over 7302.37 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.35, pruned_loss=0.112, over 2474776.84 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07958, over 21761.14 utterances.], batch size: 85, lr: 8.69e-04
2022-08-21 11:11:38,914 INFO [train.py:927] (3/8) Epoch 3, batch 5500, giga_loss[loss=0.2441, simple_loss=0.3294, pruned_loss=0.07941, over 12350.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0228, over 45.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3483, pruned_loss=0.1069, over 2473563.45 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07689, over 19837.35 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3339, pruned_loss=0.08802, over 2320530.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.05287, over 7305.34 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3497, pruned_loss=0.1093, over 2473995.84 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07826, over 21220.80 utterances.], batch size: 45, lr: 8.68e-04
2022-08-21 11:13:22,267 INFO [train.py:927] (3/8) Epoch 3, batch 5550, libri_loss[loss=0.3057, simple_loss=0.3771, pruned_loss=0.1171, over 12229.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03063, over 45.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3529, pruned_loss=0.1112, over 2473990.99 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07738, over 20719.57 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3341, pruned_loss=0.0882, over 2322768.62 frames. utt_duration=1272 frames, utt_pad_proportion=0.05231, over 7310.80 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.3541, pruned_loss=0.1131, over 2474401.90 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07867, over 21975.25 utterances.], batch size: 45, lr: 8.68e-04
2022-08-21 11:15:08,062 INFO [train.py:927] (3/8) Epoch 3, batch 5600, giga_loss[loss=0.3002, simple_loss=0.3658, pruned_loss=0.1173, over 12363.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03457, over 104.00 utterances.], tot_loss[loss=0.2906, simple_loss=0.3543, pruned_loss=0.1134, over 2474072.18 frames. utt_duration=456.6 frames, utt_pad_proportion=0.08474, over 21742.58 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3342, pruned_loss=0.08821, over 2323425.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.05236, over 7325.25 utterances.], giga_tot_loss[loss=0.2926, simple_loss=0.3552, pruned_loss=0.115, over 2474472.79 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08541, over 22766.13 utterances.], batch size: 104, lr: 8.68e-04
2022-08-21 11:16:52,260 INFO [train.py:927] (3/8) Epoch 3, batch 5650, giga_loss[loss=0.2851, simple_loss=0.3564, pruned_loss=0.1069, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04208, over 113.00 utterances.], tot_loss[loss=0.2904, simple_loss=0.3548, pruned_loss=0.113, over 2474229.76 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08543, over 22650.27 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3341, pruned_loss=0.08825, over 2325539.75 frames. utt_duration=1273 frames, utt_pad_proportion=0.05173, over 7317.42 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.3558, pruned_loss=0.1146, over 2474672.51 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08622, over 23658.33 utterances.], batch size: 113, lr: 8.67e-04
2022-08-21 11:18:35,044 INFO [train.py:927] (3/8) Epoch 3, batch 5700, giga_loss[loss=0.3189, simple_loss=0.3785, pruned_loss=0.1297, over 12398.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3554, pruned_loss=0.1126, over 2474361.44 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08545, over 22587.74 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3344, pruned_loss=0.08813, over 2331309.86 frames. utt_duration=1275 frames, utt_pad_proportion=0.05012, over 7321.58 utterances.], giga_tot_loss[loss=0.2932, simple_loss=0.3568, pruned_loss=0.1148, over 2474800.95 frames. utt_duration=414.4 frames, utt_pad_proportion=0.08697, over 23970.42 utterances.], batch size: 161, lr: 8.67e-04
2022-08-21 11:20:21,391 INFO [train.py:927] (3/8) Epoch 3, batch 5750, libri_loss[loss=0.2582, simple_loss=0.3551, pruned_loss=0.08062, over 12256.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004483, over 34.00 utterances.], tot_loss[loss=0.2907, simple_loss=0.3561, pruned_loss=0.1127, over 2475030.92 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08223, over 22409.51 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3351, pruned_loss=0.08797, over 2333985.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.04946, over 7316.24 utterances.], giga_tot_loss[loss=0.2935, simple_loss=0.3569, pruned_loss=0.1151, over 2475538.19 frames. utt_duration=417.7 frames, utt_pad_proportion=0.08399, over 23788.21 utterances.], batch size: 34, lr: 8.67e-04
2022-08-21 11:22:04,328 INFO [train.py:927] (3/8) Epoch 3, batch 5800, giga_loss[loss=0.2639, simple_loss=0.3302, pruned_loss=0.09875, over 12331.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03429, over 58.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3522, pruned_loss=0.1108, over 2474666.90 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08232, over 21412.59 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.335, pruned_loss=0.08795, over 2340380.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05311, over 7399.62 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3539, pruned_loss=0.1138, over 2475550.63 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08337, over 23138.80 utterances.], batch size: 58, lr: 8.66e-04
2022-08-21 11:23:52,478 INFO [train.py:927] (3/8) Epoch 3, batch 5850, giga_loss[loss=0.362, simple_loss=0.3942, pruned_loss=0.1649, over 12418.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06178, over 183.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3507, pruned_loss=0.1115, over 2475257.05 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08702, over 22231.54 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3351, pruned_loss=0.08803, over 2341827.20 frames. utt_duration=1267 frames, utt_pad_proportion=0.05266, over 7402.62 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3521, pruned_loss=0.114, over 2475863.00 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08775, over 23703.88 utterances.], batch size: 183, lr: 8.66e-04
2022-08-21 11:25:32,536 INFO [train.py:927] (3/8) Epoch 3, batch 5900, giga_loss[loss=0.25, simple_loss=0.3303, pruned_loss=0.08489, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02775, over 70.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.35, pruned_loss=0.1114, over 2474462.91 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0851, over 22181.20 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3354, pruned_loss=0.08836, over 2346589.99 frames. utt_duration=1269 frames, utt_pad_proportion=0.05156, over 7403.50 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3514, pruned_loss=0.114, over 2475346.96 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08646, over 23899.32 utterances.], batch size: 70, lr: 8.66e-04
2022-08-21 11:27:13,395 INFO [train.py:927] (3/8) Epoch 3, batch 5950, giga_loss[loss=0.2735, simple_loss=0.3236, pruned_loss=0.1117, over 12370.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 371.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3465, pruned_loss=0.1074, over 2474653.06 frames. utt_duration=440.6 frames, utt_pad_proportion=0.0862, over 22540.56 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3352, pruned_loss=0.08807, over 2352236.94 frames. utt_duration=1275 frames, utt_pad_proportion=0.04975, over 7385.68 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3483, pruned_loss=0.1107, over 2475374.64 frames. utt_duration=404.6 frames, utt_pad_proportion=0.08809, over 24564.10 utterances.], batch size: 371, lr: 8.65e-04
2022-08-21 11:29:02,654 INFO [train.py:927] (3/8) Epoch 3, batch 6000, giga_loss[loss=0.2936, simple_loss=0.336, pruned_loss=0.1256, over 12341.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2069, over 370.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3455, pruned_loss=0.1077, over 2474974.02 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08723, over 22969.96 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3358, pruned_loss=0.0882, over 2354767.31 frames. utt_duration=1277 frames, utt_pad_proportion=0.04935, over 7385.08 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3467, pruned_loss=0.1105, over 2475481.50 frames. utt_duration=400 frames, utt_pad_proportion=0.08892, over 24848.40 utterances.], batch size: 370, lr: 8.65e-04
2022-08-21 11:29:02,655 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 11:29:18,200 INFO [train.py:967] (3/8) 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] (3/8) Epoch 3, batch 6050, giga_loss[loss=0.2917, simple_loss=0.3531, pruned_loss=0.1152, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03949, over 113.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3426, pruned_loss=0.106, over 2474503.19 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08639, over 21939.17 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3356, pruned_loss=0.08812, over 2356998.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.04889, over 7402.33 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3439, pruned_loss=0.1087, over 2475039.80 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08821, over 23685.28 utterances.], batch size: 113, lr: 8.64e-04
2022-08-21 11:32:45,436 INFO [train.py:927] (3/8) Epoch 3, batch 6100, giga_loss[loss=0.2814, simple_loss=0.3425, pruned_loss=0.1102, over 12366.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04679, over 146.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.344, pruned_loss=0.1065, over 2475165.10 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08249, over 22150.06 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3354, pruned_loss=0.08805, over 2358226.81 frames. utt_duration=1275 frames, utt_pad_proportion=0.04862, over 7408.27 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3452, pruned_loss=0.1088, over 2475540.90 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08434, over 23639.58 utterances.], batch size: 146, lr: 8.64e-04
2022-08-21 11:34:30,057 INFO [train.py:927] (3/8) Epoch 3, batch 6150, giga_loss[loss=0.3264, simple_loss=0.3593, pruned_loss=0.1467, over 12328.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 369.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3432, pruned_loss=0.1066, over 2474582.32 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08314, over 22364.16 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3346, pruned_loss=0.08774, over 2361193.55 frames. utt_duration=1280 frames, utt_pad_proportion=0.04754, over 7385.34 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3451, pruned_loss=0.1092, over 2475294.23 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08506, over 23955.71 utterances.], batch size: 369, lr: 8.64e-04
2022-08-21 11:36:16,398 INFO [train.py:927] (3/8) Epoch 3, batch 6200, giga_loss[loss=0.2468, simple_loss=0.3211, pruned_loss=0.08619, over 12245.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03697, over 28.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3435, pruned_loss=0.1059, over 2474018.82 frames. utt_duration=460 frames, utt_pad_proportion=0.08014, over 21581.47 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3342, pruned_loss=0.08746, over 2366688.64 frames. utt_duration=1271 frames, utt_pad_proportion=0.05021, over 7457.02 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3458, pruned_loss=0.109, over 2474654.78 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08173, over 23457.29 utterances.], batch size: 28, lr: 8.63e-04
2022-08-21 11:38:00,870 INFO [train.py:927] (3/8) Epoch 3, batch 6250, giga_loss[loss=0.4418, simple_loss=0.44, pruned_loss=0.2218, over 12365.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.346, pruned_loss=0.1083, over 2474051.57 frames. utt_duration=452.1 frames, utt_pad_proportion=0.08105, over 21960.22 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3335, pruned_loss=0.08705, over 2370634.86 frames. utt_duration=1280 frames, utt_pad_proportion=0.04889, over 7416.36 utterances.], giga_tot_loss[loss=0.2865, simple_loss=0.3489, pruned_loss=0.112, over 2474857.07 frames. utt_duration=412.7 frames, utt_pad_proportion=0.08295, over 24071.70 utterances.], batch size: 260, lr: 8.63e-04
2022-08-21 11:39:47,256 INFO [train.py:927] (3/8) Epoch 3, batch 6300, giga_loss[loss=0.2997, simple_loss=0.3696, pruned_loss=0.1149, over 12375.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07517, over 212.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3476, pruned_loss=0.1092, over 2474240.08 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07874, over 21241.28 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3337, pruned_loss=0.08727, over 2374112.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.04869, over 7454.85 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3502, pruned_loss=0.1126, over 2474994.39 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08088, over 23338.37 utterances.], batch size: 212, lr: 8.63e-04
2022-08-21 11:41:32,246 INFO [train.py:927] (3/8) Epoch 3, batch 6350, giga_loss[loss=0.3465, simple_loss=0.3855, pruned_loss=0.1538, over 12412.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06276, over 183.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3482, pruned_loss=0.1084, over 2473585.28 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07657, over 21311.22 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3342, pruned_loss=0.08702, over 2375452.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.04799, over 7444.87 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.35, pruned_loss=0.1118, over 2474753.51 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07877, over 23223.77 utterances.], batch size: 183, lr: 8.62e-04
2022-08-21 11:43:15,280 INFO [train.py:927] (3/8) Epoch 3, batch 6400, giga_loss[loss=0.3308, simple_loss=0.3613, pruned_loss=0.1502, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3478, pruned_loss=0.1091, over 2473789.08 frames. utt_duration=460.5 frames, utt_pad_proportion=0.08209, over 21553.14 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3339, pruned_loss=0.08668, over 2377954.60 frames. utt_duration=1279 frames, utt_pad_proportion=0.04805, over 7445.72 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3499, pruned_loss=0.1125, over 2475083.12 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08363, over 23444.18 utterances.], batch size: 369, lr: 8.62e-04
2022-08-21 11:45:04,439 INFO [train.py:927] (3/8) Epoch 3, batch 6450, giga_loss[loss=0.2626, simple_loss=0.3325, pruned_loss=0.09635, over 12409.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02902, over 62.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3483, pruned_loss=0.1096, over 2474295.94 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07908, over 21244.45 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3354, pruned_loss=0.08706, over 2379384.15 frames. utt_duration=1267 frames, utt_pad_proportion=0.05184, over 7523.03 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3488, pruned_loss=0.1123, over 2475325.99 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07958, over 22850.97 utterances.], batch size: 62, lr: 8.62e-04
2022-08-21 11:46:48,360 INFO [train.py:927] (3/8) Epoch 3, batch 6500, giga_loss[loss=0.2988, simple_loss=0.3546, pruned_loss=0.1215, over 12392.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04263, over 40.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3473, pruned_loss=0.1095, over 2474911.82 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08297, over 21606.38 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3357, pruned_loss=0.08741, over 2382120.05 frames. utt_duration=1271 frames, utt_pad_proportion=0.05118, over 7502.76 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3478, pruned_loss=0.112, over 2475840.52 frames. utt_duration=426 frames, utt_pad_proportion=0.08362, over 23327.94 utterances.], batch size: 40, lr: 8.61e-04
2022-08-21 11:48:32,827 INFO [train.py:927] (3/8) Epoch 3, batch 6550, giga_loss[loss=0.284, simple_loss=0.3468, pruned_loss=0.1106, over 12357.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3484, pruned_loss=0.1112, over 2474931.23 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08465, over 21760.58 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3353, pruned_loss=0.08728, over 2383466.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05061, over 7487.29 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3492, pruned_loss=0.1136, over 2475690.76 frames. utt_duration=426 frames, utt_pad_proportion=0.08536, over 23325.45 utterances.], batch size: 66, lr: 8.61e-04
2022-08-21 11:50:16,291 INFO [train.py:927] (3/8) Epoch 3, batch 6600, giga_loss[loss=0.2788, simple_loss=0.349, pruned_loss=0.1043, over 12434.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0327, over 75.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3474, pruned_loss=0.1105, over 2474808.45 frames. utt_duration=474.6 frames, utt_pad_proportion=0.08043, over 20923.82 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3348, pruned_loss=0.08693, over 2385630.52 frames. utt_duration=1274 frames, utt_pad_proportion=0.05026, over 7498.15 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3489, pruned_loss=0.1133, over 2475928.57 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08167, over 22546.92 utterances.], batch size: 75, lr: 8.60e-04
2022-08-21 11:52:03,432 INFO [train.py:927] (3/8) Epoch 3, batch 6650, giga_loss[loss=0.2771, simple_loss=0.3351, pruned_loss=0.1096, over 12225.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03913, over 28.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3476, pruned_loss=0.1112, over 2474750.17 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08029, over 21281.08 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3347, pruned_loss=0.08693, over 2387593.69 frames. utt_duration=1277 frames, utt_pad_proportion=0.0493, over 7485.87 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3491, pruned_loss=0.114, over 2475855.06 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08175, over 22877.22 utterances.], batch size: 28, lr: 8.60e-04
2022-08-21 11:53:48,322 INFO [train.py:927] (3/8) Epoch 3, batch 6700, giga_loss[loss=0.3152, simple_loss=0.3776, pruned_loss=0.1264, over 12418.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03873, over 133.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3479, pruned_loss=0.1111, over 2474594.44 frames. utt_duration=469.3 frames, utt_pad_proportion=0.0801, over 21158.35 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3346, pruned_loss=0.08681, over 2388356.82 frames. utt_duration=1277 frames, utt_pad_proportion=0.04891, over 7488.00 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3493, pruned_loss=0.1136, over 2475564.32 frames. utt_duration=440.8 frames, utt_pad_proportion=0.08149, over 22541.46 utterances.], batch size: 133, lr: 8.60e-04
2022-08-21 11:55:33,407 INFO [train.py:927] (3/8) Epoch 3, batch 6750, giga_loss[loss=0.2352, simple_loss=0.3107, pruned_loss=0.07984, over 12199.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04119, over 28.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3511, pruned_loss=0.1131, over 2474368.74 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08569, over 21948.61 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3353, pruned_loss=0.08679, over 2390704.07 frames. utt_duration=1280 frames, utt_pad_proportion=0.04786, over 7479.34 utterances.], giga_tot_loss[loss=0.2919, simple_loss=0.3521, pruned_loss=0.1159, over 2475306.93 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08706, over 23450.39 utterances.], batch size: 28, lr: 8.59e-04
2022-08-21 11:57:17,129 INFO [train.py:927] (3/8) Epoch 3, batch 6800, giga_loss[loss=0.2775, simple_loss=0.3402, pruned_loss=0.1074, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3503, pruned_loss=0.1119, over 2473938.98 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08476, over 21624.72 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.335, pruned_loss=0.08677, over 2392152.63 frames. utt_duration=1282 frames, utt_pad_proportion=0.04727, over 7471.82 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3516, pruned_loss=0.1146, over 2474880.94 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08628, over 23071.61 utterances.], batch size: 97, lr: 8.59e-04
2022-08-21 11:59:01,190 INFO [train.py:927] (3/8) Epoch 3, batch 6850, libri_loss[loss=0.2689, simple_loss=0.3456, pruned_loss=0.09608, over 12480.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03241, over 46.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3502, pruned_loss=0.1114, over 2474100.79 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08464, over 21816.50 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3354, pruned_loss=0.08714, over 2394401.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05077, over 7550.35 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3512, pruned_loss=0.1137, over 2474619.15 frames. utt_duration=427.5 frames, utt_pad_proportion=0.08519, over 23233.17 utterances.], batch size: 46, lr: 8.59e-04
2022-08-21 12:00:42,481 INFO [train.py:927] (3/8) Epoch 3, batch 6900, libri_loss[loss=0.2308, simple_loss=0.3151, pruned_loss=0.07328, over 12181.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006822, over 33.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3491, pruned_loss=0.1106, over 2473919.89 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08329, over 21317.60 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3356, pruned_loss=0.08731, over 2396698.71 frames. utt_duration=1261 frames, utt_pad_proportion=0.05334, over 7609.89 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3502, pruned_loss=0.1131, over 2474741.46 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08335, over 22848.20 utterances.], batch size: 33, lr: 8.58e-04
2022-08-21 12:02:29,698 INFO [train.py:927] (3/8) Epoch 3, batch 6950, giga_loss[loss=0.2668, simple_loss=0.3336, pruned_loss=0.1, over 12416.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02725, over 62.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3489, pruned_loss=0.11, over 2473733.18 frames. utt_duration=478.5 frames, utt_pad_proportion=0.08129, over 20742.91 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3352, pruned_loss=0.08695, over 2398361.30 frames. utt_duration=1267 frames, utt_pad_proportion=0.05239, over 7577.94 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.3504, pruned_loss=0.1128, over 2474609.05 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08188, over 22286.30 utterances.], batch size: 62, lr: 8.58e-04
2022-08-21 12:04:13,827 INFO [train.py:927] (3/8) Epoch 3, batch 7000, giga_loss[loss=0.3255, simple_loss=0.3662, pruned_loss=0.1424, over 12397.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3477, pruned_loss=0.1099, over 2474280.10 frames. utt_duration=488.8 frames, utt_pad_proportion=0.08079, over 20310.78 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3347, pruned_loss=0.08684, over 2401075.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05188, over 7585.90 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3497, pruned_loss=0.1129, over 2474877.65 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08176, over 21943.60 utterances.], batch size: 212, lr: 8.58e-04
2022-08-21 12:05:59,433 INFO [train.py:927] (3/8) Epoch 3, batch 7050, giga_loss[loss=0.3269, simple_loss=0.3791, pruned_loss=0.1374, over 12443.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04342, over 134.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3472, pruned_loss=0.1092, over 2474323.27 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07397, over 19625.84 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3338, pruned_loss=0.08645, over 2403343.34 frames. utt_duration=1272 frames, utt_pad_proportion=0.05098, over 7566.75 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3501, pruned_loss=0.1128, over 2475071.28 frames. utt_duration=465 frames, utt_pad_proportion=0.0758, over 21357.31 utterances.], batch size: 134, lr: 8.57e-04
2022-08-21 12:07:43,970 INFO [train.py:927] (3/8) Epoch 3, batch 7100, giga_loss[loss=0.2781, simple_loss=0.3413, pruned_loss=0.1075, over 12245.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03124, over 42.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3477, pruned_loss=0.1091, over 2474213.61 frames. utt_duration=505 frames, utt_pad_proportion=0.07267, over 19653.22 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3341, pruned_loss=0.08663, over 2404802.51 frames. utt_duration=1268 frames, utt_pad_proportion=0.05122, over 7596.41 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3501, pruned_loss=0.1123, over 2475097.40 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07438, over 21284.10 utterances.], batch size: 42, lr: 8.57e-04
2022-08-21 12:09:29,782 INFO [train.py:927] (3/8) Epoch 3, batch 7150, giga_loss[loss=0.322, simple_loss=0.3789, pruned_loss=0.1326, over 12390.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05123, over 161.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3473, pruned_loss=0.1088, over 2474254.86 frames. utt_duration=493 frames, utt_pad_proportion=0.07216, over 20134.24 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3334, pruned_loss=0.08619, over 2406206.09 frames. utt_duration=1273 frames, utt_pad_proportion=0.05031, over 7568.76 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3501, pruned_loss=0.1123, over 2475256.02 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07393, over 21731.74 utterances.], batch size: 161, lr: 8.57e-04
2022-08-21 12:11:13,711 INFO [train.py:927] (3/8) Epoch 3, batch 7200, giga_loss[loss=0.2811, simple_loss=0.3436, pruned_loss=0.1093, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03244, over 105.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3462, pruned_loss=0.1081, over 2474978.79 frames. utt_duration=497.3 frames, utt_pad_proportion=0.0725, over 19968.61 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3332, pruned_loss=0.08611, over 2407499.84 frames. utt_duration=1272 frames, utt_pad_proportion=0.04994, over 7578.28 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3488, pruned_loss=0.1113, over 2475855.22 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07412, over 21448.69 utterances.], batch size: 105, lr: 8.56e-04
2022-08-21 12:13:07,693 INFO [train.py:927] (3/8) Epoch 3, batch 7250, giga_loss[loss=0.2465, simple_loss=0.3182, pruned_loss=0.08741, over 12339.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03169, over 85.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3443, pruned_loss=0.1071, over 2475152.35 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06908, over 19885.27 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3335, pruned_loss=0.08612, over 2408705.31 frames. utt_duration=1274 frames, utt_pad_proportion=0.04913, over 7572.78 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3464, pruned_loss=0.1101, over 2475971.54 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07096, over 21279.66 utterances.], batch size: 85, lr: 8.56e-04
2022-08-21 12:14:52,200 INFO [train.py:927] (3/8) Epoch 3, batch 7300, giga_loss[loss=0.2759, simple_loss=0.3478, pruned_loss=0.102, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02994, over 42.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3424, pruned_loss=0.107, over 2474549.86 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06899, over 19718.86 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3337, pruned_loss=0.08618, over 2409628.65 frames. utt_duration=1278 frames, utt_pad_proportion=0.04861, over 7553.29 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.344, pruned_loss=0.1095, over 2475261.67 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07076, over 21005.15 utterances.], batch size: 42, lr: 8.55e-04
2022-08-21 12:16:38,132 INFO [train.py:927] (3/8) Epoch 3, batch 7350, giga_loss[loss=0.2376, simple_loss=0.324, pruned_loss=0.07564, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03595, over 86.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3404, pruned_loss=0.105, over 2474672.03 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07087, over 20271.19 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3332, pruned_loss=0.08602, over 2410782.08 frames. utt_duration=1283 frames, utt_pad_proportion=0.04791, over 7527.40 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3422, pruned_loss=0.1075, over 2475366.36 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07245, over 21535.68 utterances.], batch size: 86, lr: 8.55e-04
2022-08-21 12:18:23,391 INFO [train.py:927] (3/8) Epoch 3, batch 7400, giga_loss[loss=0.2068, simple_loss=0.2821, pruned_loss=0.06582, over 12370.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1882, over 362.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3383, pruned_loss=0.1015, over 2474870.07 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06977, over 21234.49 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3325, pruned_loss=0.08595, over 2411674.97 frames. utt_duration=1288 frames, utt_pad_proportion=0.04726, over 7500.04 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3405, pruned_loss=0.1039, over 2475779.98 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07132, over 22516.29 utterances.], batch size: 362, lr: 8.55e-04
2022-08-21 12:20:08,357 INFO [train.py:927] (3/8) Epoch 3, batch 7450, libri_loss[loss=0.2694, simple_loss=0.3477, pruned_loss=0.09552, over 12433.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01076, over 39.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3367, pruned_loss=0.09857, over 2475523.96 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07098, over 21664.68 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3334, pruned_loss=0.08621, over 2414752.30 frames. utt_duration=1283 frames, utt_pad_proportion=0.04649, over 7538.44 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3379, pruned_loss=0.1009, over 2476011.50 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07273, over 23250.81 utterances.], batch size: 39, lr: 8.54e-04
2022-08-21 12:21:52,780 INFO [train.py:927] (3/8) Epoch 3, batch 7500, giga_loss[loss=0.2627, simple_loss=0.3405, pruned_loss=0.09243, over 12404.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03774, over 113.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3342, pruned_loss=0.09428, over 2475828.01 frames. utt_duration=459.3 frames, utt_pad_proportion=0.0699, over 21628.13 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3331, pruned_loss=0.08602, over 2415196.87 frames. utt_duration=1284 frames, utt_pad_proportion=0.04613, over 7530.08 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3354, pruned_loss=0.09633, over 2476345.44 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07152, over 23003.37 utterances.], batch size: 113, lr: 8.54e-04
2022-08-21 12:23:38,056 INFO [train.py:927] (3/8) Epoch 3, batch 7550, giga_loss[loss=0.2375, simple_loss=0.3246, pruned_loss=0.07515, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03786, over 105.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3325, pruned_loss=0.09282, over 2476251.79 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07089, over 21858.83 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3326, pruned_loss=0.08577, over 2416552.74 frames. utt_duration=1288 frames, utt_pad_proportion=0.04532, over 7513.04 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3339, pruned_loss=0.09483, over 2476801.36 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07249, over 23276.67 utterances.], batch size: 105, lr: 8.54e-04
2022-08-21 12:25:21,248 INFO [train.py:927] (3/8) Epoch 3, batch 7600, giga_loss[loss=0.2828, simple_loss=0.3426, pruned_loss=0.1114, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.33, pruned_loss=0.09051, over 2476635.78 frames. utt_duration=442 frames, utt_pad_proportion=0.07337, over 22485.19 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3329, pruned_loss=0.08581, over 2418266.40 frames. utt_duration=1280 frames, utt_pad_proportion=0.04859, over 7565.07 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3308, pruned_loss=0.09224, over 2477125.71 frames. utt_duration=414.7 frames, utt_pad_proportion=0.07381, over 23978.90 utterances.], batch size: 258, lr: 8.53e-04
2022-08-21 12:27:06,264 INFO [train.py:927] (3/8) Epoch 3, batch 7650, libri_loss[loss=0.2507, simple_loss=0.3181, pruned_loss=0.09161, over 12188.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005482, over 33.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.329, pruned_loss=0.08978, over 2475712.46 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07288, over 23078.11 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3319, pruned_loss=0.0853, over 2419471.48 frames. utt_duration=1285 frames, utt_pad_proportion=0.04766, over 7539.82 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3304, pruned_loss=0.09176, over 2476835.76 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07375, over 24793.16 utterances.], batch size: 33, lr: 8.53e-04
2022-08-21 12:28:49,162 INFO [train.py:927] (3/8) Epoch 3, batch 7700, giga_loss[loss=0.2143, simple_loss=0.307, pruned_loss=0.06076, over 12401.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03482, over 75.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3261, pruned_loss=0.08685, over 2475509.83 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07023, over 22818.02 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3321, pruned_loss=0.08536, over 2420527.53 frames. utt_duration=1290 frames, utt_pad_proportion=0.04679, over 7513.59 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3269, pruned_loss=0.08844, over 2476719.10 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07149, over 24562.69 utterances.], batch size: 75, lr: 8.53e-04
2022-08-21 12:30:34,484 INFO [train.py:927] (3/8) Epoch 3, batch 7750, giga_loss[loss=0.2446, simple_loss=0.3244, pruned_loss=0.08239, over 12321.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03247, over 51.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3239, pruned_loss=0.08509, over 2475585.06 frames. utt_duration=426 frames, utt_pad_proportion=0.0697, over 23323.93 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3331, pruned_loss=0.08543, over 2421350.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.04592, over 7501.81 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3236, pruned_loss=0.08631, over 2477055.61 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07109, over 25077.60 utterances.], batch size: 51, lr: 8.52e-04
2022-08-21 12:32:24,532 INFO [train.py:927] (3/8) Epoch 3, batch 7800, giga_loss[loss=0.2671, simple_loss=0.3369, pruned_loss=0.09866, over 12363.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3233, pruned_loss=0.08525, over 2476132.62 frames. utt_duration=413.7 frames, utt_pad_proportion=0.07091, over 24025.55 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3332, pruned_loss=0.08549, over 2422235.46 frames. utt_duration=1295 frames, utt_pad_proportion=0.04517, over 7492.85 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3228, pruned_loss=0.08615, over 2477470.80 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07218, over 25694.77 utterances.], batch size: 182, lr: 8.52e-04
2022-08-21 12:34:24,222 INFO [train.py:927] (3/8) Epoch 3, batch 7850, giga_loss[loss=0.2496, simple_loss=0.3252, pruned_loss=0.08695, over 12401.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04568, over 161.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3241, pruned_loss=0.08517, over 2476102.40 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07237, over 24866.95 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3332, pruned_loss=0.08557, over 2423470.82 frames. utt_duration=1296 frames, utt_pad_proportion=0.04416, over 7486.10 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3234, pruned_loss=0.08581, over 2477506.38 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07375, over 26687.07 utterances.], batch size: 161, lr: 8.52e-04
2022-08-21 12:36:25,802 INFO [train.py:927] (3/8) Epoch 3, batch 7900, giga_loss[loss=0.2463, simple_loss=0.3168, pruned_loss=0.08794, over 12403.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3223, pruned_loss=0.0837, over 2476454.70 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06703, over 24495.93 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3324, pruned_loss=0.08526, over 2424179.50 frames. utt_duration=1302 frames, utt_pad_proportion=0.0434, over 7455.33 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3222, pruned_loss=0.08446, over 2478127.28 frames. utt_duration=377.3 frames, utt_pad_proportion=0.0688, over 26369.08 utterances.], batch size: 212, lr: 8.51e-04
2022-08-21 12:38:33,676 INFO [train.py:927] (3/8) Epoch 3, batch 7950, giga_loss[loss=0.2248, simple_loss=0.3085, pruned_loss=0.07059, over 12340.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3211, pruned_loss=0.08276, over 2476309.88 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06909, over 25193.02 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3324, pruned_loss=0.08516, over 2424480.38 frames. utt_duration=1303 frames, utt_pad_proportion=0.04327, over 7450.83 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.321, pruned_loss=0.08343, over 2477826.73 frames. utt_duration=370.7 frames, utt_pad_proportion=0.07044, over 26832.60 utterances.], batch size: 70, lr: 8.51e-04
2022-08-21 12:40:35,988 INFO [train.py:927] (3/8) Epoch 3, batch 8000, giga_loss[loss=0.2013, simple_loss=0.2878, pruned_loss=0.0574, over 12397.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05443, over 181.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3185, pruned_loss=0.08179, over 2476165.65 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06846, over 24707.83 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3319, pruned_loss=0.085, over 2425898.68 frames. utt_duration=1304 frames, utt_pad_proportion=0.04238, over 7450.56 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3185, pruned_loss=0.0824, over 2477956.92 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07006, over 26653.35 utterances.], batch size: 181, lr: 8.51e-04
2022-08-21 12:42:30,630 INFO [train.py:927] (3/8) Epoch 3, batch 8050, giga_loss[loss=0.2132, simple_loss=0.2797, pruned_loss=0.07338, over 12373.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1774, over 357.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.318, pruned_loss=0.08068, over 2476591.37 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06779, over 25029.69 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3317, pruned_loss=0.08486, over 2427184.36 frames. utt_duration=1298 frames, utt_pad_proportion=0.04248, over 7487.39 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3178, pruned_loss=0.0812, over 2478219.88 frames. utt_duration=368.3 frames, utt_pad_proportion=0.06928, over 27009.51 utterances.], batch size: 357, lr: 8.50e-04
2022-08-21 12:44:46,329 INFO [train.py:927] (3/8) Epoch 3, batch 8100, giga_loss[loss=0.2138, simple_loss=0.2972, pruned_loss=0.06523, over 12357.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02725, over 70.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.317, pruned_loss=0.07973, over 2476274.20 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06946, over 24755.16 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3306, pruned_loss=0.08469, over 2429149.56 frames. utt_duration=1294 frames, utt_pad_proportion=0.04552, over 7519.69 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3171, pruned_loss=0.08011, over 2478010.13 frames. utt_duration=366.8 frames, utt_pad_proportion=0.0702, over 27120.74 utterances.], batch size: 70, lr: 8.50e-04
2022-08-21 12:46:49,128 INFO [train.py:927] (3/8) Epoch 3, batch 8150, giga_loss[loss=0.2653, simple_loss=0.3292, pruned_loss=0.1007, over 12431.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09605, over 256.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3176, pruned_loss=0.08063, over 2476629.99 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07026, over 25259.77 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3313, pruned_loss=0.08506, over 2429590.63 frames. utt_duration=1296 frames, utt_pad_proportion=0.04503, over 7509.95 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3169, pruned_loss=0.08056, over 2478211.52 frames. utt_duration=363.7 frames, utt_pad_proportion=0.07097, over 27350.57 utterances.], batch size: 256, lr: 8.50e-04
2022-08-21 12:48:59,005 INFO [train.py:927] (3/8) Epoch 3, batch 8200, giga_loss[loss=0.2483, simple_loss=0.3327, pruned_loss=0.08191, over 12400.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04037, over 133.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3213, pruned_loss=0.08021, over 2477252.38 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06899, over 24992.27 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3327, pruned_loss=0.0854, over 2429972.95 frames. utt_duration=1283 frames, utt_pad_proportion=0.04938, over 7586.86 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3195, pruned_loss=0.07981, over 2478576.92 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06862, over 26723.56 utterances.], batch size: 133, lr: 8.49e-04
2022-08-21 12:51:08,840 INFO [train.py:927] (3/8) Epoch 3, batch 8250, giga_loss[loss=0.2233, simple_loss=0.3068, pruned_loss=0.06994, over 12411.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07493, over 213.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3202, pruned_loss=0.0783, over 2477063.19 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07071, over 24985.19 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3321, pruned_loss=0.08503, over 2430755.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.04967, over 7593.15 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3191, pruned_loss=0.07821, over 2478277.00 frames. utt_duration=373 frames, utt_pad_proportion=0.07034, over 26666.98 utterances.], batch size: 213, lr: 8.49e-04
2022-08-21 12:53:10,731 INFO [train.py:927] (3/8) Epoch 3, batch 8300, giga_loss[loss=0.2498, simple_loss=0.3192, pruned_loss=0.09018, over 12400.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02419, over 48.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3193, pruned_loss=0.07818, over 2477503.54 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06868, over 24153.41 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3322, pruned_loss=0.08515, over 2431984.86 frames. utt_duration=1280 frames, utt_pad_proportion=0.04894, over 7608.36 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.318, pruned_loss=0.07781, over 2478614.33 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06884, over 25949.51 utterances.], batch size: 48, lr: 8.49e-04
2022-08-21 12:55:43,211 INFO [train.py:927] (3/8) Epoch 3, batch 8350, libri_loss[loss=0.295, simple_loss=0.3751, pruned_loss=0.1075, over 12428.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02212, over 43.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3204, pruned_loss=0.08019, over 2477244.28 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06807, over 24304.65 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3329, pruned_loss=0.08552, over 2432797.10 frames. utt_duration=1280 frames, utt_pad_proportion=0.04841, over 7614.22 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3186, pruned_loss=0.07947, over 2477991.05 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06845, over 25948.20 utterances.], batch size: 43, lr: 8.48e-04
2022-08-21 12:57:49,806 INFO [train.py:927] (3/8) Epoch 3, batch 8400, giga_loss[loss=0.2248, simple_loss=0.2918, pruned_loss=0.0789, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03248, over 40.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.317, pruned_loss=0.07883, over 2477418.48 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07042, over 24497.40 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3323, pruned_loss=0.08523, over 2433608.34 frames. utt_duration=1283 frames, utt_pad_proportion=0.04784, over 7595.05 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3158, pruned_loss=0.07842, over 2478084.02 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07078, over 26101.00 utterances.], batch size: 40, lr: 8.48e-04
2022-08-21 12:59:48,182 INFO [train.py:927] (3/8) Epoch 3, batch 8450, libri_loss[loss=0.2501, simple_loss=0.3384, pruned_loss=0.08092, over 12443.00 frames. utt_duration=958.8 frames, utt_pad_proportion=0.07006, over 52.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3179, pruned_loss=0.07899, over 2477426.44 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07215, over 24445.49 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3322, pruned_loss=0.08477, over 2435248.39 frames. utt_duration=1289 frames, utt_pad_proportion=0.04651, over 7568.07 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3163, pruned_loss=0.07878, over 2478456.49 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07308, over 26585.94 utterances.], batch size: 52, lr: 8.47e-04
2022-08-21 13:01:50,176 INFO [train.py:927] (3/8) Epoch 3, batch 8500, giga_loss[loss=0.2394, simple_loss=0.3118, pruned_loss=0.08348, over 12463.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3169, pruned_loss=0.07917, over 2477339.06 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06949, over 24169.62 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3311, pruned_loss=0.08428, over 2436000.11 frames. utt_duration=1297 frames, utt_pad_proportion=0.04537, over 7523.82 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3161, pruned_loss=0.07926, over 2478798.76 frames. utt_duration=376 frames, utt_pad_proportion=0.07095, over 26451.41 utterances.], batch size: 105, lr: 8.47e-04
2022-08-21 13:03:56,345 INFO [train.py:927] (3/8) Epoch 3, batch 8550, giga_loss[loss=0.2211, simple_loss=0.3058, pruned_loss=0.06817, over 12426.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3164, pruned_loss=0.07946, over 2477422.18 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07157, over 24627.87 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.331, pruned_loss=0.0843, over 2436401.56 frames. utt_duration=1298 frames, utt_pad_proportion=0.04485, over 7515.44 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3156, pruned_loss=0.0794, over 2478967.86 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07281, over 26744.63 utterances.], batch size: 133, lr: 8.47e-04
2022-08-21 13:06:17,043 INFO [train.py:927] (3/8) Epoch 3, batch 8600, giga_loss[loss=0.2326, simple_loss=0.3171, pruned_loss=0.07404, over 12388.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04528, over 146.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3175, pruned_loss=0.07969, over 2477538.17 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07184, over 24623.96 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3309, pruned_loss=0.08454, over 2437181.45 frames. utt_duration=1300 frames, utt_pad_proportion=0.04422, over 7509.18 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3168, pruned_loss=0.07936, over 2478804.58 frames. utt_duration=374 frames, utt_pad_proportion=0.07307, over 26598.13 utterances.], batch size: 146, lr: 8.46e-04
2022-08-21 13:08:24,658 INFO [train.py:927] (3/8) Epoch 3, batch 8650, giga_loss[loss=0.2232, simple_loss=0.2974, pruned_loss=0.07452, over 12275.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03, over 45.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3166, pruned_loss=0.07994, over 2476598.09 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07094, over 24192.48 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.331, pruned_loss=0.08477, over 2437968.76 frames. utt_duration=1285 frames, utt_pad_proportion=0.04938, over 7598.63 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3154, pruned_loss=0.07928, over 2478142.32 frames. utt_duration=379.2 frames, utt_pad_proportion=0.07079, over 26225.00 utterances.], batch size: 45, lr: 8.46e-04
2022-08-21 13:10:21,432 INFO [train.py:927] (3/8) Epoch 3, batch 8700, giga_loss[loss=0.2378, simple_loss=0.3087, pruned_loss=0.08345, over 12410.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04016, over 133.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07862, over 2477117.65 frames. utt_duration=412.2 frames, utt_pad_proportion=0.0705, over 24105.65 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3311, pruned_loss=0.08498, over 2438858.82 frames. utt_duration=1289 frames, utt_pad_proportion=0.04825, over 7577.93 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3116, pruned_loss=0.07775, over 2478578.35 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07089, over 26202.62 utterances.], batch size: 133, lr: 8.46e-04
2022-08-21 13:12:18,713 INFO [train.py:927] (3/8) Epoch 3, batch 8750, giga_loss[loss=0.2517, simple_loss=0.3248, pruned_loss=0.08931, over 12419.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3138, pruned_loss=0.07926, over 2477383.79 frames. utt_duration=401 frames, utt_pad_proportion=0.06963, over 24784.25 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3308, pruned_loss=0.0849, over 2439222.14 frames. utt_duration=1292 frames, utt_pad_proportion=0.04753, over 7559.53 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3126, pruned_loss=0.07853, over 2478907.94 frames. utt_duration=371.5 frames, utt_pad_proportion=0.0703, over 26779.49 utterances.], batch size: 133, lr: 8.45e-04
2022-08-21 13:14:23,604 INFO [train.py:927] (3/8) Epoch 3, batch 8800, giga_loss[loss=0.2168, simple_loss=0.2975, pruned_loss=0.06806, over 12398.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02729, over 58.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3154, pruned_loss=0.07838, over 2477739.81 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07324, over 25469.75 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3338, pruned_loss=0.08527, over 2439939.59 frames. utt_duration=1280 frames, utt_pad_proportion=0.0516, over 7636.26 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3115, pruned_loss=0.07734, over 2479163.56 frames. utt_duration=363.3 frames, utt_pad_proportion=0.0728, over 27385.55 utterances.], batch size: 58, lr: 8.45e-04
2022-08-21 13:16:32,491 INFO [train.py:927] (3/8) Epoch 3, batch 8850, giga_loss[loss=0.2121, simple_loss=0.2987, pruned_loss=0.06276, over 12450.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.02831, over 122.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.314, pruned_loss=0.07681, over 2477694.57 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06759, over 24036.35 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3341, pruned_loss=0.08491, over 2441361.93 frames. utt_duration=1282 frames, utt_pad_proportion=0.05041, over 7626.55 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3098, pruned_loss=0.07595, over 2479247.27 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0682, over 26375.52 utterances.], batch size: 122, lr: 8.45e-04
2022-08-21 13:18:36,468 INFO [train.py:927] (3/8) Epoch 3, batch 8900, giga_loss[loss=0.2158, simple_loss=0.2991, pruned_loss=0.06627, over 12385.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05255, over 161.00 utterances.], tot_loss[loss=0.233, simple_loss=0.313, pruned_loss=0.07657, over 2478369.31 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06774, over 24334.90 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.334, pruned_loss=0.08489, over 2441634.55 frames. utt_duration=1279 frames, utt_pad_proportion=0.05031, over 7642.27 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3095, pruned_loss=0.07585, over 2479666.90 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06829, over 26297.14 utterances.], batch size: 161, lr: 8.44e-04
2022-08-21 13:20:33,236 INFO [train.py:927] (3/8) Epoch 3, batch 8950, giga_loss[loss=0.2118, simple_loss=0.3056, pruned_loss=0.059, over 12417.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03829, over 105.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3109, pruned_loss=0.07565, over 2478489.71 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06653, over 24104.67 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3331, pruned_loss=0.08475, over 2442517.14 frames. utt_duration=1284 frames, utt_pad_proportion=0.04904, over 7615.08 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3082, pruned_loss=0.07491, over 2479918.80 frames. utt_duration=379 frames, utt_pad_proportion=0.06754, over 26253.05 utterances.], batch size: 105, lr: 8.44e-04
2022-08-21 13:22:36,021 INFO [train.py:927] (3/8) Epoch 3, batch 9000, giga_loss[loss=0.2185, simple_loss=0.3009, pruned_loss=0.068, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03167, over 43.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3127, pruned_loss=0.07647, over 2478518.87 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06811, over 24863.68 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3329, pruned_loss=0.08488, over 2443027.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.04847, over 7602.87 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3105, pruned_loss=0.07565, over 2479679.21 frames. utt_duration=371 frames, utt_pad_proportion=0.06902, over 26820.45 utterances.], batch size: 43, lr: 8.44e-04
2022-08-21 13:22:36,022 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 13:22:49,583 INFO [train.py:967] (3/8) 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 13:24:47,975 INFO [train.py:927] (3/8) Epoch 3, batch 9050, giga_loss[loss=0.2277, simple_loss=0.306, pruned_loss=0.07463, over 12392.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07863, over 213.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3129, pruned_loss=0.07662, over 2477903.39 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06716, over 24864.99 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3323, pruned_loss=0.08485, over 2443756.75 frames. utt_duration=1290 frames, utt_pad_proportion=0.04781, over 7584.98 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3112, pruned_loss=0.07578, over 2479129.54 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06826, over 26909.53 utterances.], batch size: 213, lr: 8.43e-04
2022-08-21 13:26:49,249 INFO [train.py:927] (3/8) Epoch 3, batch 9100, giga_loss[loss=0.2245, simple_loss=0.3096, pruned_loss=0.06971, over 12420.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03819, over 105.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.311, pruned_loss=0.07522, over 2477579.74 frames. utt_duration=402 frames, utt_pad_proportion=0.06828, over 24724.71 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3316, pruned_loss=0.08464, over 2444724.43 frames. utt_duration=1295 frames, utt_pad_proportion=0.047, over 7560.89 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3095, pruned_loss=0.07444, over 2478902.01 frames. utt_duration=368.2 frames, utt_pad_proportion=0.06946, over 27016.10 utterances.], batch size: 105, lr: 8.43e-04
2022-08-21 13:28:50,754 INFO [train.py:927] (3/8) Epoch 3, batch 9150, giga_loss[loss=0.2682, simple_loss=0.3264, pruned_loss=0.105, over 12414.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09581, over 256.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3102, pruned_loss=0.07536, over 2477351.27 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06634, over 24990.44 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3313, pruned_loss=0.08451, over 2444942.17 frames. utt_duration=1297 frames, utt_pad_proportion=0.04649, over 7547.56 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3091, pruned_loss=0.07474, over 2478653.84 frames. utt_duration=368 frames, utt_pad_proportion=0.06759, over 27031.26 utterances.], batch size: 256, lr: 8.43e-04
2022-08-21 13:30:57,574 INFO [train.py:927] (3/8) Epoch 3, batch 9200, giga_loss[loss=0.2165, simple_loss=0.2963, pruned_loss=0.0683, over 12451.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03686, over 133.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.312, pruned_loss=0.07557, over 2477692.55 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06719, over 25072.32 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3323, pruned_loss=0.0846, over 2445254.92 frames. utt_duration=1293 frames, utt_pad_proportion=0.04704, over 7575.08 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.31, pruned_loss=0.07491, over 2478726.65 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06806, over 26807.19 utterances.], batch size: 133, lr: 8.42e-04
2022-08-21 13:33:05,257 INFO [train.py:927] (3/8) Epoch 3, batch 9250, giga_loss[loss=0.2361, simple_loss=0.315, pruned_loss=0.07858, over 12353.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03198, over 51.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3156, pruned_loss=0.07705, over 2477592.95 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06293, over 23635.29 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3333, pruned_loss=0.0848, over 2445782.34 frames. utt_duration=1293 frames, utt_pad_proportion=0.04652, over 7573.50 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3128, pruned_loss=0.07623, over 2478358.80 frames. utt_duration=394 frames, utt_pad_proportion=0.06412, over 25238.13 utterances.], batch size: 51, lr: 8.42e-04
2022-08-21 13:35:10,630 INFO [train.py:927] (3/8) Epoch 3, batch 9300, giga_loss[loss=0.212, simple_loss=0.2995, pruned_loss=0.06229, over 12385.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05523, over 181.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3173, pruned_loss=0.07785, over 2477760.55 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06581, over 24082.33 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3337, pruned_loss=0.08502, over 2446449.60 frames. utt_duration=1280 frames, utt_pad_proportion=0.05102, over 7656.13 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3144, pruned_loss=0.07684, over 2478476.88 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06553, over 25642.69 utterances.], batch size: 181, lr: 8.42e-04
2022-08-21 13:37:19,508 INFO [train.py:927] (3/8) Epoch 3, batch 9350, giga_loss[loss=0.2173, simple_loss=0.3015, pruned_loss=0.06653, over 12346.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3154, pruned_loss=0.07748, over 2477653.82 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06749, over 24028.80 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3336, pruned_loss=0.08496, over 2447130.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05537, over 7752.52 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3127, pruned_loss=0.07654, over 2478460.20 frames. utt_duration=388 frames, utt_pad_proportion=0.06628, over 25633.55 utterances.], batch size: 62, lr: 8.41e-04
2022-08-21 13:39:22,060 INFO [train.py:927] (3/8) Epoch 3, batch 9400, giga_loss[loss=0.2595, simple_loss=0.3359, pruned_loss=0.09155, over 12439.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3158, pruned_loss=0.07809, over 2477998.16 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06734, over 24311.14 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3333, pruned_loss=0.0848, over 2448079.49 frames. utt_duration=1255 frames, utt_pad_proportion=0.05888, over 7811.15 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3132, pruned_loss=0.07722, over 2478898.53 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0656, over 26145.86 utterances.], batch size: 161, lr: 8.41e-04
2022-08-21 13:41:26,699 INFO [train.py:927] (3/8) Epoch 3, batch 9450, giga_loss[loss=0.2274, simple_loss=0.3137, pruned_loss=0.07055, over 12363.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02947, over 51.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3131, pruned_loss=0.07745, over 2477961.96 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07139, over 24325.71 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3323, pruned_loss=0.0844, over 2449056.94 frames. utt_duration=1248 frames, utt_pad_proportion=0.06197, over 7856.26 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3112, pruned_loss=0.07682, over 2478834.62 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06895, over 26347.97 utterances.], batch size: 51, lr: 8.41e-04
2022-08-21 13:43:32,540 INFO [train.py:927] (3/8) Epoch 3, batch 9500, giga_loss[loss=0.23, simple_loss=0.321, pruned_loss=0.0695, over 12301.00 frames. utt_duration=912.5 frames, utt_pad_proportion=0.02408, over 54.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3119, pruned_loss=0.07605, over 2477068.28 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07141, over 24124.21 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3324, pruned_loss=0.08454, over 2448940.62 frames. utt_duration=1251 frames, utt_pad_proportion=0.06165, over 7837.76 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3103, pruned_loss=0.07537, over 2478116.96 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06958, over 25881.65 utterances.], batch size: 54, lr: 8.40e-04
2022-08-21 13:45:25,769 INFO [train.py:927] (3/8) Epoch 3, batch 9550, giga_loss[loss=0.2498, simple_loss=0.3334, pruned_loss=0.08307, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02744, over 66.00 utterances.], tot_loss[loss=0.231, simple_loss=0.313, pruned_loss=0.07448, over 2476802.20 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06907, over 23552.03 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3327, pruned_loss=0.08458, over 2449204.87 frames. utt_duration=1253 frames, utt_pad_proportion=0.06117, over 7826.41 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3113, pruned_loss=0.07382, over 2477635.86 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06788, over 25088.76 utterances.], batch size: 66, lr: 8.40e-04
2022-08-21 13:47:38,418 INFO [train.py:927] (3/8) Epoch 3, batch 9600, giga_loss[loss=0.2068, simple_loss=0.2961, pruned_loss=0.05869, over 12374.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04616, over 146.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3133, pruned_loss=0.07486, over 2477662.44 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07055, over 24998.32 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.333, pruned_loss=0.08458, over 2449402.85 frames. utt_duration=1255 frames, utt_pad_proportion=0.06095, over 7819.27 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3115, pruned_loss=0.0743, over 2478261.93 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06966, over 26285.20 utterances.], batch size: 146, lr: 8.40e-04
2022-08-21 13:49:50,119 INFO [train.py:927] (3/8) Epoch 3, batch 9650, giga_loss[loss=0.2416, simple_loss=0.3232, pruned_loss=0.07999, over 12386.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3134, pruned_loss=0.07448, over 2477680.71 frames. utt_duration=393.8 frames, utt_pad_proportion=0.0677, over 25241.47 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3326, pruned_loss=0.08439, over 2450132.41 frames. utt_duration=1259 frames, utt_pad_proportion=0.05969, over 7795.12 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3117, pruned_loss=0.07388, over 2478407.48 frames. utt_duration=370.2 frames, utt_pad_proportion=0.06752, over 26866.83 utterances.], batch size: 161, lr: 8.39e-04
2022-08-21 13:52:04,361 INFO [train.py:927] (3/8) Epoch 3, batch 9700, giga_loss[loss=0.2251, simple_loss=0.3176, pruned_loss=0.06628, over 12360.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03139, over 51.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3142, pruned_loss=0.07482, over 2477001.92 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06858, over 25174.02 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3318, pruned_loss=0.08405, over 2450377.06 frames. utt_duration=1266 frames, utt_pad_proportion=0.05814, over 7750.97 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.313, pruned_loss=0.07434, over 2478247.80 frames. utt_duration=367.2 frames, utt_pad_proportion=0.06883, over 27083.30 utterances.], batch size: 51, lr: 8.39e-04
2022-08-21 13:54:23,655 INFO [train.py:927] (3/8) Epoch 3, batch 9750, giga_loss[loss=0.2647, simple_loss=0.3359, pruned_loss=0.09676, over 12395.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.0601, over 182.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3154, pruned_loss=0.07584, over 2477242.29 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06677, over 24710.74 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3314, pruned_loss=0.08416, over 2450827.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.05774, over 7765.60 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3143, pruned_loss=0.07509, over 2478662.08 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06731, over 26776.19 utterances.], batch size: 182, lr: 8.39e-04
2022-08-21 13:56:43,421 INFO [train.py:927] (3/8) Epoch 3, batch 9800, giga_loss[loss=0.2293, simple_loss=0.3119, pruned_loss=0.07335, over 12387.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.06294, over 210.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3135, pruned_loss=0.07491, over 2477192.42 frames. utt_duration=400 frames, utt_pad_proportion=0.06809, over 24846.53 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3313, pruned_loss=0.08418, over 2451220.79 frames. utt_duration=1260 frames, utt_pad_proportion=0.05799, over 7792.21 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3124, pruned_loss=0.07416, over 2478438.64 frames. utt_duration=371.8 frames, utt_pad_proportion=0.06839, over 26745.83 utterances.], batch size: 210, lr: 8.38e-04
2022-08-21 13:58:41,755 INFO [train.py:927] (3/8) Epoch 3, batch 9850, giga_loss[loss=0.2198, simple_loss=0.3056, pruned_loss=0.06705, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3128, pruned_loss=0.07439, over 2477290.43 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06509, over 23998.71 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3301, pruned_loss=0.08382, over 2452128.69 frames. utt_duration=1269 frames, utt_pad_proportion=0.05602, over 7740.89 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3122, pruned_loss=0.07365, over 2478664.90 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06621, over 26385.00 utterances.], batch size: 113, lr: 8.38e-04
2022-08-21 14:00:39,462 INFO [train.py:927] (3/8) Epoch 3, batch 9900, giga_loss[loss=0.2367, simple_loss=0.3188, pruned_loss=0.07732, over 12425.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.0246, over 91.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3149, pruned_loss=0.07532, over 2477676.16 frames. utt_duration=411.9 frames, utt_pad_proportion=0.0646, over 24128.60 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3298, pruned_loss=0.08371, over 2452417.38 frames. utt_duration=1270 frames, utt_pad_proportion=0.05559, over 7734.79 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3144, pruned_loss=0.07472, over 2478837.61 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06567, over 26228.82 utterances.], batch size: 91, lr: 8.38e-04
2022-08-21 14:02:31,179 INFO [train.py:927] (3/8) Epoch 3, batch 9950, libri_loss[loss=0.2441, simple_loss=0.3473, pruned_loss=0.07049, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006756, over 33.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.313, pruned_loss=0.07432, over 2476790.58 frames. utt_duration=422.6 frames, utt_pad_proportion=0.0627, over 23507.42 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3303, pruned_loss=0.08343, over 2452697.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.05482, over 7704.33 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3119, pruned_loss=0.07393, over 2477894.83 frames. utt_duration=390 frames, utt_pad_proportion=0.06395, over 25492.57 utterances.], batch size: 33, lr: 8.37e-04
2022-08-21 14:04:24,537 INFO [train.py:927] (3/8) Epoch 3, batch 10000, giga_loss[loss=0.2534, simple_loss=0.3271, pruned_loss=0.08984, over 12379.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05331, over 161.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3156, pruned_loss=0.07659, over 2475769.79 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06513, over 22966.52 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.33, pruned_loss=0.08344, over 2452957.25 frames. utt_duration=1278 frames, utt_pad_proportion=0.05374, over 7685.87 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3146, pruned_loss=0.07609, over 2476967.64 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06636, over 24937.40 utterances.], batch size: 161, lr: 8.37e-04
2022-08-21 14:06:06,188 INFO [train.py:927] (3/8) Epoch 3, batch 10050, giga_loss[loss=0.3387, simple_loss=0.3805, pruned_loss=0.1485, over 12364.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09945, over 256.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3231, pruned_loss=0.08149, over 2475242.41 frames. utt_duration=445.8 frames, utt_pad_proportion=0.06611, over 22270.42 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3296, pruned_loss=0.08323, over 2453299.37 frames. utt_duration=1277 frames, utt_pad_proportion=0.05339, over 7692.37 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3225, pruned_loss=0.08117, over 2476411.53 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06722, over 24167.29 utterances.], batch size: 256, lr: 8.37e-04
2022-08-21 14:07:50,649 INFO [train.py:927] (3/8) Epoch 3, batch 10100, giga_loss[loss=0.201, simple_loss=0.2744, pruned_loss=0.06375, over 12256.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02871, over 54.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3204, pruned_loss=0.08168, over 2475191.38 frames. utt_duration=459.2 frames, utt_pad_proportion=0.06469, over 21622.22 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.329, pruned_loss=0.08293, over 2453608.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.05288, over 7678.06 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3204, pruned_loss=0.0817, over 2476131.62 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06592, over 23338.89 utterances.], batch size: 54, lr: 8.36e-04
2022-08-21 14:09:33,891 INFO [train.py:927] (3/8) Epoch 3, batch 10150, giga_loss[loss=0.2082, simple_loss=0.2869, pruned_loss=0.06476, over 12349.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03394, over 51.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3137, pruned_loss=0.07918, over 2474917.90 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06774, over 20496.73 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.329, pruned_loss=0.08307, over 2454210.95 frames. utt_duration=1256 frames, utt_pad_proportion=0.06112, over 7824.47 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3132, pruned_loss=0.07899, over 2475814.20 frames. utt_duration=448.1 frames, utt_pad_proportion=0.06604, over 22168.44 utterances.], batch size: 51, lr: 8.36e-04
2022-08-21 14:11:17,374 INFO [train.py:927] (3/8) Epoch 3, batch 10200, giga_loss[loss=0.2075, simple_loss=0.2654, pruned_loss=0.07475, over 12356.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1952, over 365.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3063, pruned_loss=0.07617, over 2474904.59 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07263, over 20747.23 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3298, pruned_loss=0.08289, over 2454483.20 frames. utt_duration=1248 frames, utt_pad_proportion=0.06482, over 7878.88 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.305, pruned_loss=0.07609, over 2475745.44 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06996, over 22239.76 utterances.], batch size: 365, lr: 8.36e-04
2022-08-21 14:13:00,536 INFO [train.py:927] (3/8) Epoch 3, batch 10250, giga_loss[loss=0.2298, simple_loss=0.2761, pruned_loss=0.09179, over 12359.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1933, over 364.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3018, pruned_loss=0.07461, over 2475499.86 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07415, over 20859.07 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3307, pruned_loss=0.08341, over 2455157.73 frames. utt_duration=1252 frames, utt_pad_proportion=0.06361, over 7855.11 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.2994, pruned_loss=0.07395, over 2476033.60 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07237, over 22353.18 utterances.], batch size: 364, lr: 8.35e-04
2022-08-21 14:14:44,057 INFO [train.py:927] (3/8) Epoch 3, batch 10300, giga_loss[loss=0.1923, simple_loss=0.2714, pruned_loss=0.05658, over 12436.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.03356, over 113.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.2982, pruned_loss=0.07402, over 2474647.24 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07669, over 20647.71 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3305, pruned_loss=0.08357, over 2455390.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.0663, over 7903.52 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2954, pruned_loss=0.07303, over 2475566.44 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07444, over 22290.49 utterances.], batch size: 113, lr: 8.35e-04
2022-08-21 14:16:25,816 INFO [train.py:927] (3/8) Epoch 3, batch 10350, giga_loss[loss=0.1918, simple_loss=0.2693, pruned_loss=0.05714, over 12417.00 frames. utt_duration=578.9 frames, utt_pad_proportion=0.03514, over 86.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2922, pruned_loss=0.07093, over 2475129.93 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07222, over 20043.76 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3301, pruned_loss=0.08333, over 2455752.73 frames. utt_duration=1248 frames, utt_pad_proportion=0.06533, over 7881.65 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2897, pruned_loss=0.07015, over 2475892.35 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07105, over 21589.41 utterances.], batch size: 86, lr: 8.35e-04
2022-08-21 14:18:08,948 INFO [train.py:927] (3/8) Epoch 3, batch 10400, giga_loss[loss=0.176, simple_loss=0.2594, pruned_loss=0.0463, over 12377.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2875, pruned_loss=0.06886, over 2475092.72 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06828, over 19589.08 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.33, pruned_loss=0.08333, over 2455972.36 frames. utt_duration=1250 frames, utt_pad_proportion=0.06459, over 7868.46 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2851, pruned_loss=0.06807, over 2475768.20 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06783, over 20980.03 utterances.], batch size: 97, lr: 8.34e-04
2022-08-21 14:19:51,463 INFO [train.py:927] (3/8) Epoch 3, batch 10450, giga_loss[loss=0.2058, simple_loss=0.2702, pruned_loss=0.07073, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2817, pruned_loss=0.06558, over 2474297.20 frames. utt_duration=521.7 frames, utt_pad_proportion=0.0657, over 19024.23 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3301, pruned_loss=0.08305, over 2456261.53 frames. utt_duration=1253 frames, utt_pad_proportion=0.06336, over 7848.95 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2786, pruned_loss=0.06485, over 2474997.35 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06593, over 20402.58 utterances.], batch size: 146, lr: 8.34e-04
2022-08-21 14:21:35,262 INFO [train.py:927] (3/8) Epoch 3, batch 10500, giga_loss[loss=0.3381, simple_loss=0.3832, pruned_loss=0.1465, over 12365.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.109, over 259.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2884, pruned_loss=0.07, over 2474534.35 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07051, over 19732.11 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.33, pruned_loss=0.08297, over 2456710.95 frames. utt_duration=1256 frames, utt_pad_proportion=0.06238, over 7834.37 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2846, pruned_loss=0.069, over 2475254.42 frames. utt_duration=468 frames, utt_pad_proportion=0.07082, over 21220.43 utterances.], batch size: 259, lr: 8.34e-04
2022-08-21 14:23:19,199 INFO [train.py:927] (3/8) Epoch 3, batch 10550, giga_loss[loss=0.2639, simple_loss=0.3453, pruned_loss=0.09127, over 12396.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03951, over 37.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.301, pruned_loss=0.07669, over 2474168.44 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06745, over 19454.74 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3294, pruned_loss=0.08266, over 2457207.10 frames. utt_duration=1260 frames, utt_pad_proportion=0.06174, over 7807.98 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.2982, pruned_loss=0.07605, over 2474524.19 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06813, over 20812.09 utterances.], batch size: 37, lr: 8.33e-04
2022-08-21 14:25:00,185 INFO [train.py:927] (3/8) Epoch 3, batch 10600, giga_loss[loss=0.2686, simple_loss=0.3377, pruned_loss=0.09974, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02812, over 45.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.309, pruned_loss=0.07979, over 2474288.70 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06465, over 19543.51 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3293, pruned_loss=0.0827, over 2457464.61 frames. utt_duration=1260 frames, utt_pad_proportion=0.06163, over 7810.60 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3064, pruned_loss=0.07917, over 2474659.39 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06544, over 20839.99 utterances.], batch size: 45, lr: 8.33e-04
2022-08-21 14:26:43,124 INFO [train.py:927] (3/8) Epoch 3, batch 10650, giga_loss[loss=0.2758, simple_loss=0.3426, pruned_loss=0.1045, over 12407.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06261, over 183.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3145, pruned_loss=0.08214, over 2474306.58 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07203, over 20583.04 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.33, pruned_loss=0.08301, over 2457759.86 frames. utt_duration=1252 frames, utt_pad_proportion=0.06515, over 7864.28 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3113, pruned_loss=0.08132, over 2474697.94 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07113, over 21846.32 utterances.], batch size: 183, lr: 8.33e-04
2022-08-21 14:28:28,269 INFO [train.py:927] (3/8) Epoch 3, batch 10700, giga_loss[loss=0.2652, simple_loss=0.3393, pruned_loss=0.09557, over 12148.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03933, over 33.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3208, pruned_loss=0.08675, over 2474407.98 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06869, over 19732.52 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3301, pruned_loss=0.08328, over 2458202.10 frames. utt_duration=1238 frames, utt_pad_proportion=0.06926, over 7953.78 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.318, pruned_loss=0.08587, over 2474611.84 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06669, over 20871.02 utterances.], batch size: 33, lr: 8.32e-04
2022-08-21 14:30:12,865 INFO [train.py:927] (3/8) Epoch 3, batch 10750, giga_loss[loss=0.2423, simple_loss=0.3238, pruned_loss=0.08038, over 12431.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03609, over 113.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3242, pruned_loss=0.088, over 2474625.76 frames. utt_duration=520 frames, utt_pad_proportion=0.06713, over 19090.56 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3292, pruned_loss=0.08287, over 2458805.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.06763, over 7925.97 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3225, pruned_loss=0.08786, over 2474826.79 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06615, over 20464.22 utterances.], batch size: 113, lr: 8.32e-04
2022-08-21 14:31:52,640 INFO [train.py:927] (3/8) Epoch 3, batch 10800, giga_loss[loss=0.2564, simple_loss=0.3336, pruned_loss=0.08964, over 12347.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03026, over 62.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3273, pruned_loss=0.08794, over 2474556.68 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06476, over 18296.43 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3298, pruned_loss=0.08282, over 2459216.44 frames. utt_duration=1250 frames, utt_pad_proportion=0.06562, over 7879.85 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3252, pruned_loss=0.08805, over 2474904.49 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06483, over 19842.54 utterances.], batch size: 62, lr: 8.32e-04
2022-08-21 14:33:37,099 INFO [train.py:927] (3/8) Epoch 3, batch 10850, giga_loss[loss=0.2275, simple_loss=0.3157, pruned_loss=0.0696, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02907, over 55.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3279, pruned_loss=0.08677, over 2474260.06 frames. utt_duration=556 frames, utt_pad_proportion=0.06149, over 17848.71 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3294, pruned_loss=0.08278, over 2459051.34 frames. utt_duration=1242 frames, utt_pad_proportion=0.06868, over 7931.23 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3265, pruned_loss=0.08699, over 2474940.64 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06075, over 19211.30 utterances.], batch size: 55, lr: 8.31e-04
2022-08-21 14:35:20,739 INFO [train.py:927] (3/8) Epoch 3, batch 10900, giga_loss[loss=0.2476, simple_loss=0.3275, pruned_loss=0.08388, over 12412.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03297, over 113.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3269, pruned_loss=0.0858, over 2474185.41 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06253, over 17722.17 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3293, pruned_loss=0.0829, over 2459461.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.06743, over 7916.07 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3259, pruned_loss=0.08594, over 2474704.04 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06231, over 19057.06 utterances.], batch size: 113, lr: 8.31e-04
2022-08-21 14:37:03,357 INFO [train.py:927] (3/8) Epoch 3, batch 10950, giga_loss[loss=0.3107, simple_loss=0.3654, pruned_loss=0.128, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03805, over 123.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3296, pruned_loss=0.08923, over 2473010.71 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06213, over 17446.33 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3296, pruned_loss=0.08316, over 2459866.50 frames. utt_duration=1230 frames, utt_pad_proportion=0.07013, over 8009.59 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3284, pruned_loss=0.08927, over 2473508.67 frames. utt_duration=529.2 frames, utt_pad_proportion=0.0607, over 18750.57 utterances.], batch size: 123, lr: 8.31e-04
2022-08-21 14:38:50,252 INFO [train.py:927] (3/8) Epoch 3, batch 11000, giga_loss[loss=0.2748, simple_loss=0.3435, pruned_loss=0.103, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03941, over 133.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3284, pruned_loss=0.08995, over 2473714.63 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06137, over 17395.25 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3285, pruned_loss=0.0827, over 2460376.51 frames. utt_duration=1237 frames, utt_pad_proportion=0.06871, over 7965.94 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3284, pruned_loss=0.09057, over 2474006.61 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06078, over 18732.01 utterances.], batch size: 133, lr: 8.30e-04
2022-08-21 14:40:35,628 INFO [train.py:927] (3/8) Epoch 3, batch 11050, giga_loss[loss=0.2548, simple_loss=0.3273, pruned_loss=0.09116, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03111, over 75.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3266, pruned_loss=0.08915, over 2472900.85 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06061, over 16844.92 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3284, pruned_loss=0.08237, over 2460370.48 frames. utt_duration=1243 frames, utt_pad_proportion=0.06781, over 7926.89 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3267, pruned_loss=0.09006, over 2473383.07 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0605, over 18112.79 utterances.], batch size: 75, lr: 8.30e-04
2022-08-21 14:42:19,837 INFO [train.py:927] (3/8) Epoch 3, batch 11100, giga_loss[loss=0.244, simple_loss=0.3245, pruned_loss=0.08177, over 12335.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.03392, over 58.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3249, pruned_loss=0.08804, over 2473741.83 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06262, over 17242.96 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3282, pruned_loss=0.08217, over 2460429.99 frames. utt_duration=1246 frames, utt_pad_proportion=0.06738, over 7905.68 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3251, pruned_loss=0.08899, over 2474194.71 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06254, over 18333.01 utterances.], batch size: 58, lr: 8.30e-04
2022-08-21 14:44:03,310 INFO [train.py:927] (3/8) Epoch 3, batch 11150, giga_loss[loss=0.1955, simple_loss=0.2635, pruned_loss=0.06379, over 12341.00 frames. utt_duration=131.6 frames, utt_pad_proportion=0.2212, over 379.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3209, pruned_loss=0.08503, over 2473784.71 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06166, over 16906.87 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3289, pruned_loss=0.08216, over 2460997.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.06592, over 7871.12 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3204, pruned_loss=0.08593, over 2474006.15 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06213, over 18048.66 utterances.], batch size: 379, lr: 8.29e-04
2022-08-21 14:45:48,977 INFO [train.py:927] (3/8) Epoch 3, batch 11200, giga_loss[loss=0.228, simple_loss=0.3015, pruned_loss=0.07725, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03671, over 123.00 utterances.], tot_loss[loss=0.241, simple_loss=0.316, pruned_loss=0.08298, over 2473703.14 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06914, over 17721.68 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3285, pruned_loss=0.08188, over 2461306.25 frames. utt_duration=1259 frames, utt_pad_proportion=0.06461, over 7827.50 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3158, pruned_loss=0.084, over 2473935.15 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06943, over 18900.81 utterances.], batch size: 123, lr: 8.29e-04
2022-08-21 14:47:39,259 INFO [train.py:927] (3/8) Epoch 3, batch 11250, giga_loss[loss=0.2178, simple_loss=0.3067, pruned_loss=0.06449, over 12383.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02979, over 58.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3157, pruned_loss=0.08323, over 2473659.88 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06837, over 18347.59 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3281, pruned_loss=0.08183, over 2461654.06 frames. utt_duration=1264 frames, utt_pad_proportion=0.06371, over 7798.19 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3156, pruned_loss=0.08411, over 2473741.21 frames. utt_duration=509 frames, utt_pad_proportion=0.06901, over 19496.82 utterances.], batch size: 58, lr: 8.29e-04
2022-08-21 14:49:21,412 INFO [train.py:927] (3/8) Epoch 3, batch 11300, giga_loss[loss=0.2274, simple_loss=0.292, pruned_loss=0.08135, over 12234.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03789, over 28.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3129, pruned_loss=0.08204, over 2473167.23 frames. utt_duration=565.5 frames, utt_pad_proportion=0.0652, over 17541.61 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3274, pruned_loss=0.08155, over 2461818.98 frames. utt_duration=1268 frames, utt_pad_proportion=0.06203, over 7775.55 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3129, pruned_loss=0.08305, over 2473562.91 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06665, over 18918.08 utterances.], batch size: 28, lr: 8.29e-04
2022-08-21 14:51:05,371 INFO [train.py:927] (3/8) Epoch 3, batch 11350, giga_loss[loss=0.2287, simple_loss=0.2878, pruned_loss=0.08482, over 12349.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03225, over 51.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3099, pruned_loss=0.08124, over 2472992.10 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06761, over 17421.49 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3276, pruned_loss=0.08178, over 2462350.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.06476, over 7829.16 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3091, pruned_loss=0.08179, over 2473142.21 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06751, over 18792.84 utterances.], batch size: 51, lr: 8.28e-04
2022-08-21 14:52:49,503 INFO [train.py:927] (3/8) Epoch 3, batch 11400, giga_loss[loss=0.3455, simple_loss=0.3771, pruned_loss=0.1569, over 12392.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3062, pruned_loss=0.07958, over 2472441.88 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06325, over 16926.17 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3279, pruned_loss=0.08187, over 2462178.25 frames. utt_duration=1261 frames, utt_pad_proportion=0.06424, over 7820.89 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3051, pruned_loss=0.07989, over 2472825.32 frames. utt_duration=548 frames, utt_pad_proportion=0.06364, over 18099.01 utterances.], batch size: 257, lr: 8.28e-04
2022-08-21 14:54:31,745 INFO [train.py:927] (3/8) Epoch 3, batch 11450, giga_loss[loss=0.2079, simple_loss=0.2767, pruned_loss=0.06959, over 12396.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04242, over 26.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3029, pruned_loss=0.07834, over 2472650.21 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05894, over 16257.14 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3275, pruned_loss=0.08186, over 2462503.73 frames. utt_duration=1266 frames, utt_pad_proportion=0.0629, over 7791.89 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3017, pruned_loss=0.0785, over 2472933.42 frames. utt_duration=568 frames, utt_pad_proportion=0.06003, over 17461.10 utterances.], batch size: 26, lr: 8.28e-04
2022-08-21 14:56:13,695 INFO [train.py:927] (3/8) Epoch 3, batch 11500, giga_loss[loss=0.2258, simple_loss=0.301, pruned_loss=0.0753, over 12397.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02791, over 58.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3006, pruned_loss=0.07773, over 2472983.23 frames. utt_duration=611.1 frames, utt_pad_proportion=0.06139, over 16227.26 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3273, pruned_loss=0.08189, over 2462627.74 frames. utt_duration=1270 frames, utt_pad_proportion=0.06173, over 7763.38 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.2992, pruned_loss=0.07773, over 2473351.58 frames. utt_duration=569.7 frames, utt_pad_proportion=0.0626, over 17412.75 utterances.], batch size: 58, lr: 8.27e-04
2022-08-21 14:57:57,708 INFO [train.py:927] (3/8) Epoch 3, batch 11550, giga_loss[loss=0.2346, simple_loss=0.3049, pruned_loss=0.08212, over 12322.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03503, over 51.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.2992, pruned_loss=0.07678, over 2472579.76 frames. utt_duration=619.2 frames, utt_pad_proportion=0.05986, over 16012.02 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3271, pruned_loss=0.08189, over 2462808.20 frames. utt_duration=1273 frames, utt_pad_proportion=0.0606, over 7745.55 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.2976, pruned_loss=0.07664, over 2472941.20 frames. utt_duration=578 frames, utt_pad_proportion=0.06137, over 17158.42 utterances.], batch size: 51, lr: 8.27e-04
2022-08-21 14:59:40,113 INFO [train.py:927] (3/8) Epoch 3, batch 11600, giga_loss[loss=0.3441, simple_loss=0.3786, pruned_loss=0.1548, over 12340.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3038, pruned_loss=0.07982, over 2471879.04 frames. utt_duration=608.3 frames, utt_pad_proportion=0.0628, over 16293.37 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3263, pruned_loss=0.08157, over 2462474.32 frames. utt_duration=1279 frames, utt_pad_proportion=0.05925, over 7708.56 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3025, pruned_loss=0.0799, over 2472723.75 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06437, over 17472.39 utterances.], batch size: 365, lr: 8.27e-04
2022-08-21 15:01:25,068 INFO [train.py:927] (3/8) Epoch 3, batch 11650, giga_loss[loss=0.2676, simple_loss=0.3521, pruned_loss=0.09161, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03488, over 123.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3104, pruned_loss=0.0839, over 2471815.21 frames. utt_duration=573.7 frames, utt_pad_proportion=0.07035, over 17280.79 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.326, pruned_loss=0.0815, over 2462674.47 frames. utt_duration=1284 frames, utt_pad_proportion=0.05839, over 7682.61 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3093, pruned_loss=0.08404, over 2472492.80 frames. utt_duration=538.7 frames, utt_pad_proportion=0.07149, over 18409.75 utterances.], batch size: 123, lr: 8.26e-04
2022-08-21 15:03:08,918 INFO [train.py:927] (3/8) Epoch 3, batch 11700, giga_loss[loss=0.2687, simple_loss=0.34, pruned_loss=0.09875, over 12270.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02909, over 42.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3175, pruned_loss=0.08623, over 2472224.24 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06521, over 17039.13 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3267, pruned_loss=0.08159, over 2462986.12 frames. utt_duration=1283 frames, utt_pad_proportion=0.05732, over 7688.76 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3157, pruned_loss=0.08637, over 2472743.92 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06695, over 18195.21 utterances.], batch size: 42, lr: 8.26e-04
2022-08-21 15:04:50,834 INFO [train.py:927] (3/8) Epoch 3, batch 11750, libri_loss[loss=0.237, simple_loss=0.3206, pruned_loss=0.0767, over 12299.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006073, over 35.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.324, pruned_loss=0.08984, over 2471882.89 frames. utt_duration=550.4 frames, utt_pad_proportion=0.07177, over 18013.86 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3271, pruned_loss=0.08202, over 2463251.00 frames. utt_duration=1270 frames, utt_pad_proportion=0.06135, over 7764.41 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3221, pruned_loss=0.08976, over 2472323.44 frames. utt_duration=517.9 frames, utt_pad_proportion=0.07147, over 19150.64 utterances.], batch size: 35, lr: 8.26e-04
2022-08-21 15:06:34,102 INFO [train.py:927] (3/8) Epoch 3, batch 11800, libri_loss[loss=0.2324, simple_loss=0.3061, pruned_loss=0.07939, over 12286.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006363, over 32.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3221, pruned_loss=0.08755, over 2471627.10 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06883, over 17869.58 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3272, pruned_loss=0.08221, over 2463190.91 frames. utt_duration=1271 frames, utt_pad_proportion=0.06069, over 7762.88 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3205, pruned_loss=0.08743, over 2472139.21 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06905, over 18905.52 utterances.], batch size: 32, lr: 8.25e-04
2022-08-21 15:08:17,318 INFO [train.py:927] (3/8) Epoch 3, batch 11850, giga_loss[loss=0.2329, simple_loss=0.3044, pruned_loss=0.08071, over 12328.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03425, over 58.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3226, pruned_loss=0.08717, over 2471199.06 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06957, over 18068.53 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3272, pruned_loss=0.0823, over 2462937.24 frames. utt_duration=1261 frames, utt_pad_proportion=0.06463, over 7822.94 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3213, pruned_loss=0.08708, over 2471957.52 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06843, over 19011.64 utterances.], batch size: 58, lr: 8.25e-04
2022-08-21 15:10:03,716 INFO [train.py:927] (3/8) Epoch 3, batch 11900, giga_loss[loss=0.2502, simple_loss=0.3296, pruned_loss=0.08544, over 12354.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02975, over 70.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.325, pruned_loss=0.08827, over 2471220.70 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06922, over 18006.13 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3273, pruned_loss=0.08212, over 2462696.26 frames. utt_duration=1268 frames, utt_pad_proportion=0.06366, over 7776.87 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3238, pruned_loss=0.08849, over 2472185.37 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0687, over 19020.86 utterances.], batch size: 70, lr: 8.25e-04
2022-08-21 15:11:46,348 INFO [train.py:927] (3/8) Epoch 3, batch 11950, giga_loss[loss=0.3176, simple_loss=0.372, pruned_loss=0.1316, over 12355.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3264, pruned_loss=0.08966, over 2471119.82 frames. utt_duration=546.8 frames, utt_pad_proportion=0.07356, over 18125.90 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3269, pruned_loss=0.08224, over 2462617.23 frames. utt_duration=1263 frames, utt_pad_proportion=0.06536, over 7811.00 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3256, pruned_loss=0.08994, over 2472231.95 frames. utt_duration=515.6 frames, utt_pad_proportion=0.07245, over 19236.76 utterances.], batch size: 258, lr: 8.24e-04
2022-08-21 15:13:30,996 INFO [train.py:927] (3/8) Epoch 3, batch 12000, giga_loss[loss=0.3372, simple_loss=0.3797, pruned_loss=0.1474, over 12368.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09825, over 256.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3273, pruned_loss=0.0907, over 2471690.40 frames. utt_duration=538 frames, utt_pad_proportion=0.07303, over 18427.80 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3269, pruned_loss=0.08256, over 2462995.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.06451, over 7809.77 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3267, pruned_loss=0.09079, over 2472462.97 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07251, over 19533.94 utterances.], batch size: 256, lr: 8.24e-04
2022-08-21 15:13:30,998 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 15:13:44,592 INFO [train.py:967] (3/8) 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 15:15:30,683 INFO [train.py:927] (3/8) Epoch 3, batch 12050, giga_loss[loss=0.2573, simple_loss=0.3383, pruned_loss=0.08813, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3283, pruned_loss=0.09036, over 2470840.09 frames. utt_duration=572.5 frames, utt_pad_proportion=0.07038, over 17307.54 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3269, pruned_loss=0.08277, over 2462978.06 frames. utt_duration=1267 frames, utt_pad_proportion=0.06359, over 7787.65 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3278, pruned_loss=0.0904, over 2471617.55 frames. utt_duration=539.3 frames, utt_pad_proportion=0.07045, over 18380.91 utterances.], batch size: 62, lr: 8.24e-04
2022-08-21 15:17:13,704 INFO [train.py:927] (3/8) Epoch 3, batch 12100, giga_loss[loss=0.2542, simple_loss=0.3333, pruned_loss=0.08754, over 12385.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03066, over 62.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.329, pruned_loss=0.09083, over 2471209.13 frames. utt_duration=595 frames, utt_pad_proportion=0.06449, over 16655.11 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3269, pruned_loss=0.08292, over 2462802.63 frames. utt_duration=1267 frames, utt_pad_proportion=0.06317, over 7785.84 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3287, pruned_loss=0.09089, over 2472154.53 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06509, over 17718.12 utterances.], batch size: 62, lr: 8.23e-04
2022-08-21 15:18:55,697 INFO [train.py:927] (3/8) Epoch 3, batch 12150, giga_loss[loss=0.2645, simple_loss=0.3164, pruned_loss=0.1063, over 12348.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2045, over 369.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.328, pruned_loss=0.09029, over 2470499.28 frames. utt_duration=602.9 frames, utt_pad_proportion=0.06406, over 16431.67 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3273, pruned_loss=0.08328, over 2462958.50 frames. utt_duration=1271 frames, utt_pad_proportion=0.06093, over 7757.56 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3274, pruned_loss=0.09035, over 2471451.33 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06543, over 17713.28 utterances.], batch size: 369, lr: 8.23e-04
2022-08-21 15:20:37,369 INFO [train.py:927] (3/8) Epoch 3, batch 12200, libri_loss[loss=0.2578, simple_loss=0.3298, pruned_loss=0.09287, over 12175.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008501, over 30.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3279, pruned_loss=0.08986, over 2470473.27 frames. utt_duration=644.5 frames, utt_pad_proportion=0.05911, over 15367.65 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3282, pruned_loss=0.08365, over 2462888.43 frames. utt_duration=1276 frames, utt_pad_proportion=0.06006, over 7731.56 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3265, pruned_loss=0.08968, over 2471442.97 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06098, over 16558.58 utterances.], batch size: 30, lr: 8.23e-04
2022-08-21 15:22:22,384 INFO [train.py:927] (3/8) Epoch 3, batch 12250, giga_loss[loss=0.2266, simple_loss=0.3124, pruned_loss=0.07041, over 12405.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05018, over 161.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3278, pruned_loss=0.0897, over 2470951.44 frames. utt_duration=621.5 frames, utt_pad_proportion=0.05891, over 15942.85 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3282, pruned_loss=0.08386, over 2462983.56 frames. utt_duration=1275 frames, utt_pad_proportion=0.05981, over 7737.43 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3267, pruned_loss=0.08945, over 2471752.28 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06046, over 16996.91 utterances.], batch size: 161, lr: 8.22e-04
2022-08-21 15:24:05,436 INFO [train.py:927] (3/8) Epoch 3, batch 12300, giga_loss[loss=0.2806, simple_loss=0.3425, pruned_loss=0.1093, over 12406.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04027, over 105.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3271, pruned_loss=0.0897, over 2470969.03 frames. utt_duration=622.7 frames, utt_pad_proportion=0.064, over 15911.53 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3286, pruned_loss=0.08463, over 2462924.89 frames. utt_duration=1260 frames, utt_pad_proportion=0.06301, over 7830.73 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.326, pruned_loss=0.08903, over 2471934.50 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06374, over 16928.19 utterances.], batch size: 105, lr: 8.22e-04
2022-08-21 15:25:48,372 INFO [train.py:927] (3/8) Epoch 3, batch 12350, giga_loss[loss=0.2316, simple_loss=0.307, pruned_loss=0.07815, over 12424.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06191, over 183.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3236, pruned_loss=0.08768, over 2471063.87 frames. utt_duration=613 frames, utt_pad_proportion=0.0688, over 16163.44 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.328, pruned_loss=0.08471, over 2462583.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.0616, over 7783.42 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3231, pruned_loss=0.0872, over 2472416.17 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06887, over 17272.00 utterances.], batch size: 183, lr: 8.22e-04
2022-08-21 15:27:30,164 INFO [train.py:927] (3/8) Epoch 3, batch 12400, giga_loss[loss=0.2642, simple_loss=0.3361, pruned_loss=0.0962, over 12433.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03798, over 105.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3223, pruned_loss=0.08757, over 2471729.98 frames. utt_duration=612.7 frames, utt_pad_proportion=0.06706, over 16177.24 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3281, pruned_loss=0.08538, over 2463120.39 frames. utt_duration=1273 frames, utt_pad_proportion=0.05963, over 7748.53 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3217, pruned_loss=0.08668, over 2472687.65 frames. utt_duration=568 frames, utt_pad_proportion=0.06815, over 17458.96 utterances.], batch size: 105, lr: 8.22e-04
2022-08-21 15:29:12,333 INFO [train.py:927] (3/8) Epoch 3, batch 12450, giga_loss[loss=0.2107, simple_loss=0.2887, pruned_loss=0.06635, over 12413.00 frames. utt_duration=513.3 frames, utt_pad_proportion=0.02782, over 97.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3202, pruned_loss=0.08683, over 2470658.93 frames. utt_duration=638.9 frames, utt_pad_proportion=0.06405, over 15504.57 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3281, pruned_loss=0.08562, over 2463087.81 frames. utt_duration=1276 frames, utt_pad_proportion=0.05897, over 7728.37 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08594, over 2471563.10 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06547, over 16650.19 utterances.], batch size: 97, lr: 8.21e-04
2022-08-21 15:30:55,447 INFO [train.py:927] (3/8) Epoch 3, batch 12500, giga_loss[loss=0.2149, simple_loss=0.285, pruned_loss=0.07238, over 12229.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03086, over 39.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3184, pruned_loss=0.08627, over 2471443.96 frames. utt_duration=625.3 frames, utt_pad_proportion=0.06214, over 15847.30 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3292, pruned_loss=0.08642, over 2463346.08 frames. utt_duration=1271 frames, utt_pad_proportion=0.05947, over 7759.23 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3168, pruned_loss=0.08485, over 2472037.85 frames. utt_duration=589 frames, utt_pad_proportion=0.06321, over 16831.09 utterances.], batch size: 39, lr: 8.21e-04
2022-08-21 15:32:37,945 INFO [train.py:927] (3/8) Epoch 3, batch 12550, giga_loss[loss=0.2535, simple_loss=0.3237, pruned_loss=0.0916, over 12394.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04054, over 133.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3183, pruned_loss=0.08646, over 2471415.00 frames. utt_duration=608.9 frames, utt_pad_proportion=0.0615, over 16276.13 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3309, pruned_loss=0.08733, over 2463919.87 frames. utt_duration=1272 frames, utt_pad_proportion=0.05826, over 7755.54 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3152, pruned_loss=0.08452, over 2471588.00 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06285, over 17283.03 utterances.], batch size: 133, lr: 8.21e-04
2022-08-21 15:34:21,612 INFO [train.py:927] (3/8) Epoch 3, batch 12600, giga_loss[loss=0.2094, simple_loss=0.2853, pruned_loss=0.06677, over 12105.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03766, over 30.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3185, pruned_loss=0.08645, over 2471533.98 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05996, over 16074.56 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3314, pruned_loss=0.0882, over 2464265.96 frames. utt_duration=1274 frames, utt_pad_proportion=0.05671, over 7743.48 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3153, pruned_loss=0.08413, over 2471616.94 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06179, over 17185.37 utterances.], batch size: 30, lr: 8.20e-04
2022-08-21 15:36:03,457 INFO [train.py:927] (3/8) Epoch 3, batch 12650, giga_loss[loss=0.2518, simple_loss=0.3297, pruned_loss=0.08691, over 12347.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02952, over 91.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3204, pruned_loss=0.08708, over 2472412.24 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06115, over 17317.65 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3313, pruned_loss=0.08832, over 2464230.22 frames. utt_duration=1274 frames, utt_pad_proportion=0.05652, over 7748.98 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3177, pruned_loss=0.08514, over 2472591.73 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06254, over 18278.37 utterances.], batch size: 91, lr: 8.20e-04
2022-08-21 15:37:43,867 INFO [train.py:927] (3/8) Epoch 3, batch 12700, giga_loss[loss=0.2307, simple_loss=0.314, pruned_loss=0.0737, over 12371.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05276, over 161.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3201, pruned_loss=0.08622, over 2473334.60 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06023, over 17918.52 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3318, pruned_loss=0.08892, over 2464684.07 frames. utt_duration=1273 frames, utt_pad_proportion=0.05585, over 7756.09 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3174, pruned_loss=0.08415, over 2473270.03 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06167, over 18878.76 utterances.], batch size: 161, lr: 8.20e-04
2022-08-21 15:39:24,444 INFO [train.py:927] (3/8) Epoch 3, batch 12750, giga_loss[loss=0.2213, simple_loss=0.2991, pruned_loss=0.07179, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02567, over 48.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3197, pruned_loss=0.08622, over 2472960.84 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06448, over 18050.11 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3322, pruned_loss=0.08921, over 2465013.91 frames. utt_duration=1275 frames, utt_pad_proportion=0.05521, over 7743.76 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.317, pruned_loss=0.08428, over 2472718.84 frames. utt_duration=523 frames, utt_pad_proportion=0.06572, over 18965.39 utterances.], batch size: 48, lr: 8.19e-04
2022-08-21 15:41:06,285 INFO [train.py:927] (3/8) Epoch 3, batch 12800, giga_loss[loss=0.2449, simple_loss=0.3365, pruned_loss=0.07664, over 12315.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3217, pruned_loss=0.08782, over 2472516.41 frames. utt_duration=568.7 frames, utt_pad_proportion=0.0604, over 17438.02 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3334, pruned_loss=0.09095, over 2464739.93 frames. utt_duration=1269 frames, utt_pad_proportion=0.05495, over 7777.90 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.318, pruned_loss=0.08461, over 2472862.23 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06183, over 18503.78 utterances.], batch size: 74, lr: 8.19e-04
2022-08-21 15:42:47,175 INFO [train.py:927] (3/8) Epoch 3, batch 12850, giga_loss[loss=0.2265, simple_loss=0.3029, pruned_loss=0.07512, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02902, over 45.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3231, pruned_loss=0.08799, over 2472978.92 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05681, over 16989.56 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3334, pruned_loss=0.0916, over 2464940.30 frames. utt_duration=1270 frames, utt_pad_proportion=0.05438, over 7773.39 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3198, pruned_loss=0.0847, over 2473339.56 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05847, over 18160.97 utterances.], batch size: 45, lr: 8.19e-04
2022-08-21 15:44:29,486 INFO [train.py:927] (3/8) Epoch 3, batch 12900, giga_loss[loss=0.2245, simple_loss=0.3031, pruned_loss=0.07292, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.0343, over 51.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08768, over 2472765.91 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05299, over 16328.72 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3334, pruned_loss=0.09209, over 2464933.26 frames. utt_duration=1275 frames, utt_pad_proportion=0.05309, over 7743.48 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3202, pruned_loss=0.08451, over 2473311.27 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05514, over 17579.77 utterances.], batch size: 51, lr: 8.18e-04
2022-08-21 15:46:13,560 INFO [train.py:927] (3/8) Epoch 3, batch 12950, giga_loss[loss=0.265, simple_loss=0.3374, pruned_loss=0.09631, over 12427.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3253, pruned_loss=0.08904, over 2473050.01 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05165, over 16823.13 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3338, pruned_loss=0.09247, over 2464843.88 frames. utt_duration=1278 frames, utt_pad_proportion=0.05267, over 7722.39 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3225, pruned_loss=0.08617, over 2473684.55 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05355, over 17957.48 utterances.], batch size: 123, lr: 8.18e-04
2022-08-21 15:47:52,960 INFO [train.py:927] (3/8) Epoch 3, batch 13000, giga_loss[loss=0.1974, simple_loss=0.2832, pruned_loss=0.05578, over 12352.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03359, over 62.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3255, pruned_loss=0.08923, over 2473635.09 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05588, over 16846.96 utterances.], libri_tot_loss[loss=0.2618, simple_loss=0.3362, pruned_loss=0.0937, over 2465307.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.0586, over 7868.36 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.321, pruned_loss=0.08573, over 2473949.49 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05481, over 17867.30 utterances.], batch size: 62, lr: 8.18e-04
2022-08-21 15:49:34,520 INFO [train.py:927] (3/8) Epoch 3, batch 13050, giga_loss[loss=0.2908, simple_loss=0.3512, pruned_loss=0.1152, over 12398.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3221, pruned_loss=0.08718, over 2474248.48 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05493, over 17118.75 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3357, pruned_loss=0.09363, over 2465290.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05798, over 7846.40 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3188, pruned_loss=0.08442, over 2474622.86 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05435, over 18056.03 utterances.], batch size: 259, lr: 8.18e-04
2022-08-21 15:51:14,359 INFO [train.py:927] (3/8) Epoch 3, batch 13100, giga_loss[loss=0.344, simple_loss=0.387, pruned_loss=0.1505, over 12370.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09892, over 256.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08649, over 2475093.85 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05708, over 17708.84 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3356, pruned_loss=0.09378, over 2465369.51 frames. utt_duration=1262 frames, utt_pad_proportion=0.05708, over 7820.55 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3199, pruned_loss=0.08402, over 2475537.38 frames. utt_duration=531.5 frames, utt_pad_proportion=0.05687, over 18683.00 utterances.], batch size: 256, lr: 8.17e-04
2022-08-21 15:52:54,560 INFO [train.py:927] (3/8) Epoch 3, batch 13150, giga_loss[loss=0.2493, simple_loss=0.3284, pruned_loss=0.08512, over 12387.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05876, over 182.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08634, over 2474317.24 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06067, over 17778.77 utterances.], libri_tot_loss[loss=0.262, simple_loss=0.3356, pruned_loss=0.09422, over 2465229.10 frames. utt_duration=1268 frames, utt_pad_proportion=0.05617, over 7784.44 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3183, pruned_loss=0.08381, over 2475029.68 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06074, over 18814.45 utterances.], batch size: 182, lr: 8.17e-04
2022-08-21 15:54:35,092 INFO [train.py:927] (3/8) Epoch 3, batch 13200, giga_loss[loss=0.2436, simple_loss=0.3174, pruned_loss=0.08494, over 12362.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03142, over 85.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3197, pruned_loss=0.08718, over 2474133.36 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06151, over 18134.57 utterances.], libri_tot_loss[loss=0.2625, simple_loss=0.3358, pruned_loss=0.09462, over 2464923.50 frames. utt_duration=1271 frames, utt_pad_proportion=0.05539, over 7768.94 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3172, pruned_loss=0.08468, over 2475120.65 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06186, over 19158.09 utterances.], batch size: 85, lr: 8.17e-04
2022-08-21 15:56:22,038 INFO [train.py:927] (3/8) Epoch 3, batch 13250, libri_loss[loss=0.2405, simple_loss=0.3099, pruned_loss=0.08556, over 12210.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009684, over 29.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3187, pruned_loss=0.08721, over 2474110.06 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06062, over 18082.77 utterances.], libri_tot_loss[loss=0.2634, simple_loss=0.3363, pruned_loss=0.09527, over 2465077.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.05855, over 7826.70 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3159, pruned_loss=0.08441, over 2475037.57 frames. utt_duration=518.8 frames, utt_pad_proportion=0.05988, over 19136.96 utterances.], batch size: 29, lr: 8.16e-04
2022-08-21 15:58:02,147 INFO [train.py:927] (3/8) Epoch 3, batch 13300, giga_loss[loss=0.2348, simple_loss=0.3053, pruned_loss=0.08219, over 12304.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.0297, over 74.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3151, pruned_loss=0.08576, over 2474172.63 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05709, over 17772.33 utterances.], libri_tot_loss[loss=0.2638, simple_loss=0.3366, pruned_loss=0.09556, over 2465137.83 frames. utt_duration=1264 frames, utt_pad_proportion=0.05826, over 7810.45 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3124, pruned_loss=0.0832, over 2474942.34 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05676, over 18708.75 utterances.], batch size: 74, lr: 8.16e-04
2022-08-21 15:59:43,716 INFO [train.py:927] (3/8) Epoch 3, batch 13350, giga_loss[loss=0.1997, simple_loss=0.2759, pruned_loss=0.06172, over 12346.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03407, over 62.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3131, pruned_loss=0.0847, over 2474198.56 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05592, over 17312.97 utterances.], libri_tot_loss[loss=0.2645, simple_loss=0.3367, pruned_loss=0.09614, over 2465119.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05761, over 7821.56 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3099, pruned_loss=0.08176, over 2475142.24 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05591, over 18401.04 utterances.], batch size: 62, lr: 8.16e-04
2022-08-21 16:01:24,877 INFO [train.py:927] (3/8) Epoch 3, batch 13400, giga_loss[loss=0.2444, simple_loss=0.3193, pruned_loss=0.08469, over 12402.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04207, over 37.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3157, pruned_loss=0.08607, over 2474319.67 frames. utt_duration=559.8 frames, utt_pad_proportion=0.0603, over 17727.94 utterances.], libri_tot_loss[loss=0.2652, simple_loss=0.3369, pruned_loss=0.09672, over 2465385.46 frames. utt_duration=1246 frames, utt_pad_proportion=0.06165, over 7921.70 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3122, pruned_loss=0.08276, over 2475199.11 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05856, over 18888.51 utterances.], batch size: 37, lr: 8.15e-04
2022-08-21 16:03:08,292 INFO [train.py:927] (3/8) Epoch 3, batch 13450, giga_loss[loss=0.2304, simple_loss=0.314, pruned_loss=0.07342, over 12356.00 frames. utt_duration=669.6 frames, utt_pad_proportion=0.02537, over 74.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.318, pruned_loss=0.08655, over 2474457.09 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05643, over 17054.55 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3371, pruned_loss=0.09703, over 2465656.47 frames. utt_duration=1243 frames, utt_pad_proportion=0.06186, over 7945.82 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3148, pruned_loss=0.08353, over 2475032.87 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05512, over 18071.72 utterances.], batch size: 74, lr: 8.15e-04
2022-08-21 16:04:52,095 INFO [train.py:927] (3/8) Epoch 3, batch 13500, giga_loss[loss=0.4414, simple_loss=0.4517, pruned_loss=0.2155, over 12342.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2084, over 371.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3221, pruned_loss=0.08842, over 2474168.27 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05705, over 16854.82 utterances.], libri_tot_loss[loss=0.2661, simple_loss=0.3381, pruned_loss=0.09709, over 2465872.43 frames. utt_duration=1243 frames, utt_pad_proportion=0.06143, over 7944.72 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3185, pruned_loss=0.08585, over 2474538.74 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05609, over 17777.48 utterances.], batch size: 371, lr: 8.15e-04
2022-08-21 16:06:39,130 INFO [train.py:927] (3/8) Epoch 3, batch 13550, giga_loss[loss=0.3304, simple_loss=0.3862, pruned_loss=0.1373, over 12368.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06582, over 183.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3343, pruned_loss=0.09639, over 2473727.76 frames. utt_duration=570 frames, utt_pad_proportion=0.05728, over 17404.41 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3426, pruned_loss=0.09934, over 2465817.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06058, over 7935.82 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3273, pruned_loss=0.09228, over 2474212.33 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05683, over 18303.05 utterances.], batch size: 183, lr: 8.14e-04
2022-08-21 16:08:23,804 INFO [train.py:927] (3/8) Epoch 3, batch 13600, giga_loss[loss=0.3615, simple_loss=0.4004, pruned_loss=0.1613, over 12367.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07517, over 212.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3406, pruned_loss=0.1023, over 2473294.83 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0557, over 17948.03 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3419, pruned_loss=0.09968, over 2465350.58 frames. utt_duration=1252 frames, utt_pad_proportion=0.05977, over 7883.92 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3355, pruned_loss=0.0987, over 2474263.06 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05567, over 18912.58 utterances.], batch size: 212, lr: 8.14e-04
2022-08-21 16:10:10,261 INFO [train.py:927] (3/8) Epoch 3, batch 13650, giga_loss[loss=0.2987, simple_loss=0.3679, pruned_loss=0.1148, over 12373.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03102, over 51.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3472, pruned_loss=0.1078, over 2473563.44 frames. utt_duration=540 frames, utt_pad_proportion=0.06061, over 18372.09 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3418, pruned_loss=0.09964, over 2465185.19 frames. utt_duration=1254 frames, utt_pad_proportion=0.05931, over 7874.10 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3432, pruned_loss=0.105, over 2474524.20 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06051, over 19219.16 utterances.], batch size: 51, lr: 8.14e-04
2022-08-21 16:11:56,581 INFO [train.py:927] (3/8) Epoch 3, batch 13700, giga_loss[loss=0.4265, simple_loss=0.4307, pruned_loss=0.2111, over 12342.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2072, over 370.00 utterances.], tot_loss[loss=0.2881, simple_loss=0.3512, pruned_loss=0.1126, over 2474352.77 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07566, over 20038.44 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.342, pruned_loss=0.1001, over 2465219.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.06308, over 7965.02 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.348, pruned_loss=0.1102, over 2475349.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07368, over 20974.96 utterances.], batch size: 370, lr: 8.14e-04
2022-08-21 16:13:47,526 INFO [train.py:927] (3/8) Epoch 3, batch 13750, giga_loss[loss=0.3148, simple_loss=0.3798, pruned_loss=0.1249, over 12396.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04417, over 146.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.358, pruned_loss=0.1189, over 2474848.22 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07834, over 20726.47 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3422, pruned_loss=0.1002, over 2465175.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.06282, over 7962.19 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.3554, pruned_loss=0.117, over 2475707.20 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07685, over 21516.29 utterances.], batch size: 146, lr: 8.13e-04
2022-08-21 16:15:38,065 INFO [train.py:927] (3/8) Epoch 3, batch 13800, giga_loss[loss=0.2746, simple_loss=0.3428, pruned_loss=0.1031, over 12319.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.3007, simple_loss=0.3596, pruned_loss=0.1209, over 2474774.09 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07968, over 21206.15 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3422, pruned_loss=0.1002, over 2465057.90 frames. utt_duration=1243 frames, utt_pad_proportion=0.06139, over 7944.89 utterances.], giga_tot_loss[loss=0.2989, simple_loss=0.358, pruned_loss=0.1199, over 2475840.23 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07907, over 22238.08 utterances.], batch size: 58, lr: 8.13e-04
2022-08-21 16:17:22,248 INFO [train.py:927] (3/8) Epoch 3, batch 13850, giga_loss[loss=0.2677, simple_loss=0.3534, pruned_loss=0.09101, over 12354.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02844, over 66.00 utterances.], tot_loss[loss=0.3005, simple_loss=0.3594, pruned_loss=0.1209, over 2474647.66 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07727, over 21546.74 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3423, pruned_loss=0.1005, over 2464935.89 frames. utt_duration=1244 frames, utt_pad_proportion=0.06082, over 7935.91 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3584, pruned_loss=0.1203, over 2475793.15 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07718, over 22621.21 utterances.], batch size: 66, lr: 8.13e-04
2022-08-21 16:19:05,634 INFO [train.py:927] (3/8) Epoch 3, batch 13900, libri_loss[loss=0.2075, simple_loss=0.2818, pruned_loss=0.06659, over 12431.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.01197, over 29.00 utterances.], tot_loss[loss=0.302, simple_loss=0.3609, pruned_loss=0.1216, over 2474596.60 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07976, over 22455.57 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3422, pruned_loss=0.1005, over 2465036.95 frames. utt_duration=1245 frames, utt_pad_proportion=0.06025, over 7931.76 utterances.], giga_tot_loss[loss=0.302, simple_loss=0.3607, pruned_loss=0.1217, over 2475678.74 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07995, over 23712.98 utterances.], batch size: 29, lr: 8.12e-04
2022-08-21 16:20:55,765 INFO [train.py:927] (3/8) Epoch 3, batch 13950, giga_loss[loss=0.3101, simple_loss=0.3676, pruned_loss=0.1264, over 12436.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04144, over 146.00 utterances.], tot_loss[loss=0.3, simple_loss=0.3597, pruned_loss=0.1201, over 2475013.64 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07862, over 22828.36 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3423, pruned_loss=0.1007, over 2465165.08 frames. utt_duration=1248 frames, utt_pad_proportion=0.05931, over 7913.29 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3598, pruned_loss=0.1204, over 2475928.87 frames. utt_duration=412.3 frames, utt_pad_proportion=0.0792, over 24106.29 utterances.], batch size: 146, lr: 8.12e-04
2022-08-21 16:22:42,463 INFO [train.py:927] (3/8) Epoch 3, batch 14000, giga_loss[loss=0.2666, simple_loss=0.3448, pruned_loss=0.0942, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04585, over 146.00 utterances.], tot_loss[loss=0.2953, simple_loss=0.357, pruned_loss=0.1168, over 2474656.22 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07477, over 22446.02 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3425, pruned_loss=0.1009, over 2465406.10 frames. utt_duration=1250 frames, utt_pad_proportion=0.05862, over 7901.63 utterances.], giga_tot_loss[loss=0.2956, simple_loss=0.3571, pruned_loss=0.117, over 2475285.18 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07571, over 23677.34 utterances.], batch size: 146, lr: 8.12e-04
2022-08-21 16:24:28,324 INFO [train.py:927] (3/8) Epoch 3, batch 14050, giga_loss[loss=0.2757, simple_loss=0.3395, pruned_loss=0.1059, over 12157.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.0405, over 33.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3526, pruned_loss=0.1132, over 2474054.54 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07403, over 21194.15 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3421, pruned_loss=0.1009, over 2465257.46 frames. utt_duration=1247 frames, utt_pad_proportion=0.05795, over 7915.89 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3536, pruned_loss=0.114, over 2475082.38 frames. utt_duration=436.7 frames, utt_pad_proportion=0.0753, over 22747.24 utterances.], batch size: 33, lr: 8.11e-04
2022-08-21 16:26:16,000 INFO [train.py:927] (3/8) Epoch 3, batch 14100, giga_loss[loss=0.2819, simple_loss=0.3615, pruned_loss=0.1012, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05046, over 34.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3512, pruned_loss=0.1123, over 2474649.78 frames. utt_duration=462.4 frames, utt_pad_proportion=0.0759, over 21475.91 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3417, pruned_loss=0.1007, over 2465500.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.0573, over 7898.25 utterances.], giga_tot_loss[loss=0.2895, simple_loss=0.3525, pruned_loss=0.1132, over 2475374.58 frames. utt_duration=434 frames, utt_pad_proportion=0.07704, over 22889.88 utterances.], batch size: 34, lr: 8.11e-04
2022-08-21 16:28:08,975 INFO [train.py:927] (3/8) Epoch 3, batch 14150, giga_loss[loss=0.2984, simple_loss=0.3744, pruned_loss=0.1112, over 12345.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03349, over 97.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3499, pruned_loss=0.1096, over 2474378.61 frames. utt_duration=480.5 frames, utt_pad_proportion=0.0713, over 20660.87 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3416, pruned_loss=0.1009, over 2465800.62 frames. utt_duration=1252 frames, utt_pad_proportion=0.05654, over 7888.29 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3512, pruned_loss=0.1104, over 2474848.82 frames. utt_duration=451 frames, utt_pad_proportion=0.07285, over 22020.20 utterances.], batch size: 97, lr: 8.11e-04
2022-08-21 16:29:53,993 INFO [train.py:927] (3/8) Epoch 3, batch 14200, giga_loss[loss=0.2742, simple_loss=0.3397, pruned_loss=0.1044, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03337, over 40.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3502, pruned_loss=0.1084, over 2474650.77 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06876, over 20016.86 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3413, pruned_loss=0.1009, over 2465605.89 frames. utt_duration=1245 frames, utt_pad_proportion=0.06015, over 7927.95 utterances.], giga_tot_loss[loss=0.2851, simple_loss=0.3517, pruned_loss=0.1093, over 2475436.26 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06916, over 21403.25 utterances.], batch size: 40, lr: 8.10e-04
2022-08-21 16:31:42,786 INFO [train.py:927] (3/8) Epoch 3, batch 14250, giga_loss[loss=0.2988, simple_loss=0.3622, pruned_loss=0.1177, over 12443.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03663, over 133.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3488, pruned_loss=0.1086, over 2473937.30 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07554, over 20216.40 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3406, pruned_loss=0.1009, over 2465332.03 frames. utt_duration=1241 frames, utt_pad_proportion=0.06316, over 7958.56 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3509, pruned_loss=0.1095, over 2475088.43 frames. utt_duration=458 frames, utt_pad_proportion=0.07457, over 21684.37 utterances.], batch size: 133, lr: 8.10e-04
2022-08-21 16:33:28,513 INFO [train.py:927] (3/8) Epoch 3, batch 14300, giga_loss[loss=0.2692, simple_loss=0.3329, pruned_loss=0.1028, over 12427.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03663, over 105.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3452, pruned_loss=0.1071, over 2473724.39 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07731, over 19601.65 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3408, pruned_loss=0.1013, over 2465333.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06303, over 7972.07 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3469, pruned_loss=0.1075, over 2474793.37 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07654, over 20968.78 utterances.], batch size: 105, lr: 8.10e-04
2022-08-21 16:35:16,901 INFO [train.py:927] (3/8) Epoch 3, batch 14350, giga_loss[loss=0.263, simple_loss=0.342, pruned_loss=0.09205, over 12442.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0224, over 48.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3461, pruned_loss=0.1068, over 2474367.75 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07531, over 19854.89 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3417, pruned_loss=0.102, over 2465714.22 frames. utt_duration=1236 frames, utt_pad_proportion=0.06277, over 7991.29 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3466, pruned_loss=0.1067, over 2475032.26 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07504, over 21145.48 utterances.], batch size: 48, lr: 8.10e-04
2022-08-21 16:37:03,057 INFO [train.py:927] (3/8) Epoch 3, batch 14400, giga_loss[loss=0.254, simple_loss=0.3365, pruned_loss=0.08572, over 12311.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03285, over 28.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3457, pruned_loss=0.1065, over 2474668.45 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07674, over 20244.41 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3415, pruned_loss=0.1021, over 2465851.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.06127, over 7951.00 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3464, pruned_loss=0.1064, over 2475341.53 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07706, over 21691.29 utterances.], batch size: 28, lr: 8.09e-04
2022-08-21 16:38:48,988 INFO [train.py:927] (3/8) Epoch 3, batch 14450, giga_loss[loss=0.282, simple_loss=0.3489, pruned_loss=0.1075, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02954, over 91.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3442, pruned_loss=0.1057, over 2474260.91 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07212, over 19719.16 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3417, pruned_loss=0.1023, over 2465684.52 frames. utt_duration=1249 frames, utt_pad_proportion=0.05902, over 7903.26 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3449, pruned_loss=0.1057, over 2475374.87 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07366, over 21511.57 utterances.], batch size: 91, lr: 8.09e-04
2022-08-21 16:40:33,485 INFO [train.py:927] (3/8) Epoch 3, batch 14500, libri_loss[loss=0.2518, simple_loss=0.3285, pruned_loss=0.08751, over 12241.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00568, over 34.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3435, pruned_loss=0.1055, over 2474366.33 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06613, over 19187.22 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3419, pruned_loss=0.1024, over 2465533.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.05847, over 7897.30 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3438, pruned_loss=0.1055, over 2475566.93 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06807, over 20837.21 utterances.], batch size: 34, lr: 8.09e-04
2022-08-21 16:42:18,056 INFO [train.py:927] (3/8) Epoch 3, batch 14550, giga_loss[loss=0.2322, simple_loss=0.3094, pruned_loss=0.07749, over 12175.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03278, over 36.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3423, pruned_loss=0.1053, over 2474572.17 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06687, over 19416.42 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3421, pruned_loss=0.1027, over 2465765.68 frames. utt_duration=1250 frames, utt_pad_proportion=0.05758, over 7900.34 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3424, pruned_loss=0.1051, over 2475485.91 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06872, over 20925.19 utterances.], batch size: 36, lr: 8.08e-04
2022-08-21 16:44:03,515 INFO [train.py:927] (3/8) Epoch 3, batch 14600, giga_loss[loss=0.2643, simple_loss=0.345, pruned_loss=0.09182, over 12458.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03521, over 86.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.341, pruned_loss=0.1048, over 2474049.46 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06459, over 19187.85 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3411, pruned_loss=0.1024, over 2465682.64 frames. utt_duration=1256 frames, utt_pad_proportion=0.05638, over 7862.97 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3419, pruned_loss=0.1049, over 2475076.29 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06671, over 20740.66 utterances.], batch size: 86, lr: 8.08e-04
2022-08-21 16:45:47,093 INFO [train.py:927] (3/8) Epoch 3, batch 14650, giga_loss[loss=0.2757, simple_loss=0.3387, pruned_loss=0.1064, over 12338.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03077, over 91.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3416, pruned_loss=0.1051, over 2474464.03 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07039, over 19710.37 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3412, pruned_loss=0.1026, over 2466158.45 frames. utt_duration=1257 frames, utt_pad_proportion=0.05498, over 7859.63 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3423, pruned_loss=0.1051, over 2475131.37 frames. utt_duration=466 frames, utt_pad_proportion=0.0722, over 21312.02 utterances.], batch size: 91, lr: 8.08e-04
2022-08-21 16:47:34,265 INFO [train.py:927] (3/8) Epoch 3, batch 14700, giga_loss[loss=0.2908, simple_loss=0.3495, pruned_loss=0.116, over 12240.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02965, over 42.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3417, pruned_loss=0.1048, over 2473910.13 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07144, over 19540.92 utterances.], libri_tot_loss[loss=0.2735, simple_loss=0.3414, pruned_loss=0.1028, over 2466464.78 frames. utt_duration=1259 frames, utt_pad_proportion=0.05399, over 7846.12 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3422, pruned_loss=0.1047, over 2474348.61 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07332, over 21099.85 utterances.], batch size: 42, lr: 8.08e-04
2022-08-21 16:49:19,374 INFO [train.py:927] (3/8) Epoch 3, batch 14750, giga_loss[loss=0.2385, simple_loss=0.3182, pruned_loss=0.07943, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3437, pruned_loss=0.1069, over 2474561.78 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07183, over 20251.32 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3415, pruned_loss=0.1029, over 2466505.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.05777, over 7920.07 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.344, pruned_loss=0.1068, over 2474961.78 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07216, over 21575.30 utterances.], batch size: 58, lr: 8.07e-04
2022-08-21 16:51:03,493 INFO [train.py:927] (3/8) Epoch 3, batch 14800, giga_loss[loss=0.2977, simple_loss=0.3542, pruned_loss=0.1206, over 12369.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05308, over 161.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3458, pruned_loss=0.11, over 2475039.49 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07489, over 20981.40 utterances.], libri_tot_loss[loss=0.2744, simple_loss=0.3417, pruned_loss=0.1035, over 2466559.58 frames. utt_duration=1225 frames, utt_pad_proportion=0.0651, over 8060.97 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3459, pruned_loss=0.1096, over 2475553.34 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07268, over 22260.57 utterances.], batch size: 161, lr: 8.07e-04
2022-08-21 16:52:49,951 INFO [train.py:927] (3/8) Epoch 3, batch 14850, giga_loss[loss=0.2337, simple_loss=0.3154, pruned_loss=0.07594, over 12415.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.02756, over 58.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3465, pruned_loss=0.1101, over 2475388.89 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07685, over 21294.86 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.3418, pruned_loss=0.1033, over 2466499.68 frames. utt_duration=1228 frames, utt_pad_proportion=0.06437, over 8041.17 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3465, pruned_loss=0.11, over 2475970.45 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07533, over 22501.97 utterances.], batch size: 58, lr: 8.07e-04
2022-08-21 16:54:32,558 INFO [train.py:927] (3/8) Epoch 3, batch 14900, giga_loss[loss=0.2867, simple_loss=0.3616, pruned_loss=0.1059, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.0453, over 31.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3441, pruned_loss=0.1075, over 2474815.16 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07448, over 20881.23 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3414, pruned_loss=0.1033, over 2466500.10 frames. utt_duration=1232 frames, utt_pad_proportion=0.06279, over 8017.81 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3447, pruned_loss=0.1076, over 2475597.37 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07401, over 22347.03 utterances.], batch size: 31, lr: 8.06e-04
2022-08-21 16:56:19,223 INFO [train.py:927] (3/8) Epoch 3, batch 14950, giga_loss[loss=0.2646, simple_loss=0.3316, pruned_loss=0.09877, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03573, over 37.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3413, pruned_loss=0.1062, over 2475026.06 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07526, over 20275.80 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3414, pruned_loss=0.1034, over 2466932.88 frames. utt_duration=1223 frames, utt_pad_proportion=0.06585, over 8076.43 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3418, pruned_loss=0.1063, over 2475413.01 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07394, over 21618.71 utterances.], batch size: 37, lr: 8.06e-04
2022-08-21 16:58:00,769 INFO [train.py:927] (3/8) Epoch 3, batch 15000, giga_loss[loss=0.2573, simple_loss=0.3336, pruned_loss=0.09044, over 12412.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03962, over 105.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3437, pruned_loss=0.1073, over 2475070.77 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07366, over 20078.14 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3426, pruned_loss=0.1037, over 2466881.55 frames. utt_duration=1225 frames, utt_pad_proportion=0.0651, over 8067.85 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.343, pruned_loss=0.1072, over 2475572.70 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07302, over 21379.41 utterances.], batch size: 105, lr: 8.06e-04
2022-08-21 16:58:00,771 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 16:58:14,909 INFO [train.py:967] (3/8) 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 17:00:03,143 INFO [train.py:927] (3/8) Epoch 3, batch 15050, giga_loss[loss=0.2766, simple_loss=0.359, pruned_loss=0.09707, over 12382.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03091, over 104.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3467, pruned_loss=0.1065, over 2474627.24 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07465, over 20239.68 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3423, pruned_loss=0.1035, over 2466793.32 frames. utt_duration=1230 frames, utt_pad_proportion=0.06376, over 8034.29 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3465, pruned_loss=0.1067, over 2475327.35 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07468, over 21658.85 utterances.], batch size: 104, lr: 8.05e-04
2022-08-21 17:01:48,376 INFO [train.py:927] (3/8) Epoch 3, batch 15100, giga_loss[loss=0.3168, simple_loss=0.3575, pruned_loss=0.1381, over 12348.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1914, over 363.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3481, pruned_loss=0.1078, over 2474763.76 frames. utt_duration=474 frames, utt_pad_proportion=0.08242, over 20949.48 utterances.], libri_tot_loss[loss=0.2751, simple_loss=0.3425, pruned_loss=0.1038, over 2467067.84 frames. utt_duration=1226 frames, utt_pad_proportion=0.06388, over 8061.31 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3478, pruned_loss=0.1078, over 2475230.82 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08204, over 22256.47 utterances.], batch size: 363, lr: 8.05e-04
2022-08-21 17:03:33,009 INFO [train.py:927] (3/8) Epoch 3, batch 15150, giga_loss[loss=0.315, simple_loss=0.3719, pruned_loss=0.1291, over 12444.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04094, over 146.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3479, pruned_loss=0.1087, over 2474809.64 frames. utt_duration=487 frames, utt_pad_proportion=0.08113, over 20388.50 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3423, pruned_loss=0.1038, over 2466953.34 frames. utt_duration=1224 frames, utt_pad_proportion=0.06368, over 8074.76 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.348, pruned_loss=0.1087, over 2475424.21 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0811, over 21697.37 utterances.], batch size: 146, lr: 8.05e-04
2022-08-21 17:05:18,828 INFO [train.py:927] (3/8) Epoch 3, batch 15200, giga_loss[loss=0.2577, simple_loss=0.3246, pruned_loss=0.09541, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03399, over 80.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3452, pruned_loss=0.1081, over 2474613.48 frames. utt_duration=493.6 frames, utt_pad_proportion=0.08085, over 20113.89 utterances.], libri_tot_loss[loss=0.2749, simple_loss=0.3421, pruned_loss=0.1039, over 2466995.35 frames. utt_duration=1226 frames, utt_pad_proportion=0.06309, over 8060.43 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3455, pruned_loss=0.1082, over 2475213.18 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08115, over 21387.90 utterances.], batch size: 80, lr: 8.05e-04
2022-08-21 17:07:11,575 INFO [train.py:927] (3/8) Epoch 3, batch 15250, giga_loss[loss=0.2609, simple_loss=0.328, pruned_loss=0.0969, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03966, over 113.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3445, pruned_loss=0.1079, over 2474889.35 frames. utt_duration=510.5 frames, utt_pad_proportion=0.07878, over 19449.08 utterances.], libri_tot_loss[loss=0.2752, simple_loss=0.3425, pruned_loss=0.104, over 2467314.79 frames. utt_duration=1229 frames, utt_pad_proportion=0.06178, over 8043.03 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3445, pruned_loss=0.108, over 2475284.69 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07976, over 20802.53 utterances.], batch size: 113, lr: 8.04e-04
2022-08-21 17:08:55,440 INFO [train.py:927] (3/8) Epoch 3, batch 15300, giga_loss[loss=0.244, simple_loss=0.3108, pruned_loss=0.08859, over 12376.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05128, over 34.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3435, pruned_loss=0.1085, over 2474965.42 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07742, over 19495.44 utterances.], libri_tot_loss[loss=0.2749, simple_loss=0.3417, pruned_loss=0.104, over 2467367.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.05989, over 7994.01 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3442, pruned_loss=0.1087, over 2475565.03 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07919, over 21120.44 utterances.], batch size: 34, lr: 8.04e-04
2022-08-21 17:10:41,940 INFO [train.py:927] (3/8) Epoch 3, batch 15350, giga_loss[loss=0.263, simple_loss=0.3326, pruned_loss=0.09669, over 12396.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02609, over 91.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3421, pruned_loss=0.1079, over 2474386.23 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07942, over 19691.81 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3415, pruned_loss=0.1042, over 2467442.43 frames. utt_duration=1239 frames, utt_pad_proportion=0.05874, over 7976.08 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.343, pruned_loss=0.1081, over 2475083.16 frames. utt_duration=463 frames, utt_pad_proportion=0.08134, over 21448.83 utterances.], batch size: 91, lr: 8.04e-04
2022-08-21 17:12:25,444 INFO [train.py:927] (3/8) Epoch 3, batch 15400, libri_loss[loss=0.2559, simple_loss=0.3124, pruned_loss=0.09971, over 12169.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.01001, over 30.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3451, pruned_loss=0.1094, over 2474357.87 frames. utt_duration=496.7 frames, utt_pad_proportion=0.08018, over 19984.93 utterances.], libri_tot_loss[loss=0.2748, simple_loss=0.3414, pruned_loss=0.1041, over 2467166.49 frames. utt_duration=1232 frames, utt_pad_proportion=0.06203, over 8021.96 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.346, pruned_loss=0.1097, over 2475432.83 frames. utt_duration=457 frames, utt_pad_proportion=0.08068, over 21734.96 utterances.], batch size: 30, lr: 8.03e-04
2022-08-21 17:14:12,156 INFO [train.py:927] (3/8) Epoch 3, batch 15450, libri_loss[loss=0.2889, simple_loss=0.3434, pruned_loss=0.1172, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006461, over 32.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3446, pruned_loss=0.1093, over 2474557.60 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07801, over 19403.58 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.3405, pruned_loss=0.1039, over 2467274.28 frames. utt_duration=1241 frames, utt_pad_proportion=0.06028, over 7960.25 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3463, pruned_loss=0.1099, over 2475583.46 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07942, over 21312.49 utterances.], batch size: 32, lr: 8.03e-04
2022-08-21 17:15:55,253 INFO [train.py:927] (3/8) Epoch 3, batch 15500, giga_loss[loss=0.3272, simple_loss=0.3836, pruned_loss=0.1354, over 12408.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05593, over 162.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3461, pruned_loss=0.1073, over 2475189.73 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07565, over 19322.80 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3405, pruned_loss=0.104, over 2467594.50 frames. utt_duration=1243 frames, utt_pad_proportion=0.05966, over 7949.94 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3475, pruned_loss=0.1078, over 2475804.72 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07727, over 21004.47 utterances.], batch size: 162, lr: 8.03e-04
2022-08-21 17:17:39,218 INFO [train.py:927] (3/8) Epoch 3, batch 15550, giga_loss[loss=0.3156, simple_loss=0.3721, pruned_loss=0.1296, over 12424.00 frames. utt_duration=306.2 frames, utt_pad_proportion=0.06065, over 163.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3495, pruned_loss=0.1085, over 2475311.42 frames. utt_duration=515.6 frames, utt_pad_proportion=0.0718, over 19258.12 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3406, pruned_loss=0.1038, over 2467531.57 frames. utt_duration=1246 frames, utt_pad_proportion=0.05899, over 7932.75 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3506, pruned_loss=0.1091, over 2475953.49 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07364, over 20748.23 utterances.], batch size: 163, lr: 8.02e-04
2022-08-21 17:19:21,940 INFO [train.py:927] (3/8) Epoch 3, batch 15600, giga_loss[loss=0.3032, simple_loss=0.3665, pruned_loss=0.1199, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03524, over 113.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3498, pruned_loss=0.1095, over 2474513.41 frames. utt_duration=521.8 frames, utt_pad_proportion=0.07094, over 19024.84 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3397, pruned_loss=0.1031, over 2467454.12 frames. utt_duration=1246 frames, utt_pad_proportion=0.05825, over 7927.58 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3521, pruned_loss=0.1109, over 2475500.08 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07301, over 20834.26 utterances.], batch size: 113, lr: 8.02e-04
2022-08-21 17:21:05,150 INFO [train.py:927] (3/8) Epoch 3, batch 15650, giga_loss[loss=0.2483, simple_loss=0.3304, pruned_loss=0.08308, over 12246.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03768, over 28.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3491, pruned_loss=0.1097, over 2474162.21 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07795, over 20077.31 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3389, pruned_loss=0.1027, over 2467229.27 frames. utt_duration=1254 frames, utt_pad_proportion=0.05684, over 7879.78 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.352, pruned_loss=0.1114, over 2475376.62 frames. utt_duration=453 frames, utt_pad_proportion=0.07956, over 21928.67 utterances.], batch size: 28, lr: 8.02e-04
2022-08-21 17:22:50,285 INFO [train.py:927] (3/8) Epoch 3, batch 15700, giga_loss[loss=0.2738, simple_loss=0.3491, pruned_loss=0.09924, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04004, over 31.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3474, pruned_loss=0.1066, over 2473491.52 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07582, over 19517.28 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3384, pruned_loss=0.1026, over 2466907.08 frames. utt_duration=1261 frames, utt_pad_proportion=0.05574, over 7835.01 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3505, pruned_loss=0.1082, over 2474965.07 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07785, over 21376.73 utterances.], batch size: 31, lr: 8.02e-04
2022-08-21 17:24:36,890 INFO [train.py:927] (3/8) Epoch 3, batch 15750, giga_loss[loss=0.3246, simple_loss=0.3621, pruned_loss=0.1435, over 12357.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2062, over 370.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3488, pruned_loss=0.1077, over 2474132.02 frames. utt_duration=496 frames, utt_pad_proportion=0.0774, over 20012.80 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3383, pruned_loss=0.1025, over 2467156.45 frames. utt_duration=1259 frames, utt_pad_proportion=0.05535, over 7844.95 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3515, pruned_loss=0.1092, over 2475265.09 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07916, over 21820.59 utterances.], batch size: 370, lr: 8.01e-04
2022-08-21 17:26:24,039 INFO [train.py:927] (3/8) Epoch 3, batch 15800, giga_loss[loss=0.2747, simple_loss=0.3357, pruned_loss=0.1069, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03852, over 113.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3478, pruned_loss=0.1079, over 2474847.53 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07619, over 20237.45 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3382, pruned_loss=0.1026, over 2467412.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05484, over 7842.22 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3502, pruned_loss=0.1091, over 2475607.08 frames. utt_duration=455 frames, utt_pad_proportion=0.07794, over 21837.06 utterances.], batch size: 113, lr: 8.01e-04
2022-08-21 17:28:09,331 INFO [train.py:927] (3/8) Epoch 3, batch 15850, giga_loss[loss=0.2649, simple_loss=0.3359, pruned_loss=0.09693, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.02867, over 80.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3453, pruned_loss=0.1071, over 2474729.84 frames. utt_duration=479.7 frames, utt_pad_proportion=0.08077, over 20699.21 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3379, pruned_loss=0.1026, over 2467090.27 frames. utt_duration=1261 frames, utt_pad_proportion=0.05431, over 7833.11 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3478, pruned_loss=0.1082, over 2475779.47 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08219, over 22260.80 utterances.], batch size: 80, lr: 8.01e-04
2022-08-21 17:29:52,123 INFO [train.py:927] (3/8) Epoch 3, batch 15900, giga_loss[loss=0.2721, simple_loss=0.337, pruned_loss=0.1036, over 12392.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02653, over 70.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3447, pruned_loss=0.1077, over 2474995.92 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07618, over 20723.12 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3376, pruned_loss=0.1027, over 2467047.04 frames. utt_duration=1264 frames, utt_pad_proportion=0.0537, over 7817.71 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3469, pruned_loss=0.1085, over 2475966.53 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07789, over 22146.16 utterances.], batch size: 70, lr: 8.00e-04
2022-08-21 17:31:32,727 INFO [train.py:927] (3/8) Epoch 3, batch 15950, giga_loss[loss=0.2343, simple_loss=0.3168, pruned_loss=0.0759, over 12388.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03884, over 113.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3443, pruned_loss=0.1055, over 2474213.54 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07847, over 21422.37 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3397, pruned_loss=0.1027, over 2466323.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.05234, over 7773.70 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3444, pruned_loss=0.1062, over 2475865.96 frames. utt_duration=431.9 frames, utt_pad_proportion=0.08031, over 23009.12 utterances.], batch size: 113, lr: 8.00e-04
2022-08-21 17:33:20,699 INFO [train.py:927] (3/8) Epoch 3, batch 16000, giga_loss[loss=0.2365, simple_loss=0.3215, pruned_loss=0.0758, over 12456.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03068, over 75.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3423, pruned_loss=0.1039, over 2474985.41 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07613, over 21652.14 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3397, pruned_loss=0.1026, over 2466383.84 frames. utt_duration=1272 frames, utt_pad_proportion=0.05194, over 7767.00 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3424, pruned_loss=0.1046, over 2476297.40 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0779, over 23034.58 utterances.], batch size: 75, lr: 8.00e-04
2022-08-21 17:35:08,867 INFO [train.py:927] (3/8) Epoch 3, batch 16050, giga_loss[loss=0.2762, simple_loss=0.3431, pruned_loss=0.1046, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03787, over 40.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3397, pruned_loss=0.1035, over 2475013.60 frames. utt_duration=460.7 frames, utt_pad_proportion=0.0764, over 21556.01 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3398, pruned_loss=0.1026, over 2466750.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.0513, over 7761.51 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3398, pruned_loss=0.1041, over 2475849.46 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0781, over 22833.47 utterances.], batch size: 40, lr: 8.00e-04
2022-08-21 17:36:53,633 INFO [train.py:927] (3/8) Epoch 3, batch 16100, giga_loss[loss=0.2205, simple_loss=0.2911, pruned_loss=0.07496, over 12124.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04582, over 28.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3403, pruned_loss=0.103, over 2474980.69 frames. utt_duration=478.7 frames, utt_pad_proportion=0.0708, over 20744.75 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3393, pruned_loss=0.1023, over 2466577.21 frames. utt_duration=1276 frames, utt_pad_proportion=0.05096, over 7742.93 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3408, pruned_loss=0.1037, over 2475881.30 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07262, over 21893.54 utterances.], batch size: 28, lr: 7.99e-04
2022-08-21 17:38:38,433 INFO [train.py:927] (3/8) Epoch 3, batch 16150, giga_loss[loss=0.2428, simple_loss=0.3236, pruned_loss=0.08095, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.0313, over 58.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3396, pruned_loss=0.1025, over 2474926.88 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07232, over 20658.55 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3396, pruned_loss=0.1028, over 2466836.72 frames. utt_duration=1265 frames, utt_pad_proportion=0.05474, over 7812.24 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3397, pruned_loss=0.1027, over 2475644.00 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07263, over 21856.34 utterances.], batch size: 58, lr: 7.99e-04
2022-08-21 17:40:26,860 INFO [train.py:927] (3/8) Epoch 3, batch 16200, giga_loss[loss=0.2529, simple_loss=0.3285, pruned_loss=0.08859, over 12481.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04395, over 34.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3413, pruned_loss=0.1029, over 2474729.80 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07222, over 20059.58 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3411, pruned_loss=0.1031, over 2466994.17 frames. utt_duration=1261 frames, utt_pad_proportion=0.05529, over 7834.99 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.34, pruned_loss=0.1027, over 2475216.58 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07239, over 21098.50 utterances.], batch size: 34, lr: 7.99e-04
2022-08-21 17:42:13,802 INFO [train.py:927] (3/8) Epoch 3, batch 16250, giga_loss[loss=0.2801, simple_loss=0.3456, pruned_loss=0.1073, over 12470.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0312, over 86.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3429, pruned_loss=0.105, over 2474898.17 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07429, over 20680.98 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3403, pruned_loss=0.1026, over 2466783.66 frames. utt_duration=1270 frames, utt_pad_proportion=0.05407, over 7778.67 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3427, pruned_loss=0.1054, over 2475732.52 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07488, over 21973.41 utterances.], batch size: 86, lr: 7.98e-04
2022-08-21 17:44:04,292 INFO [train.py:927] (3/8) Epoch 3, batch 16300, libri_loss[loss=0.2636, simple_loss=0.3333, pruned_loss=0.097, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008892, over 38.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3449, pruned_loss=0.1069, over 2475473.01 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07971, over 21321.81 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3403, pruned_loss=0.1027, over 2467031.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.05738, over 7843.80 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3448, pruned_loss=0.1072, over 2476104.96 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07919, over 22594.27 utterances.], batch size: 38, lr: 7.98e-04
2022-08-21 17:45:49,551 INFO [train.py:927] (3/8) Epoch 3, batch 16350, giga_loss[loss=0.2565, simple_loss=0.3253, pruned_loss=0.09388, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3451, pruned_loss=0.1069, over 2475227.68 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08097, over 21954.10 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.34, pruned_loss=0.1027, over 2466654.40 frames. utt_duration=1264 frames, utt_pad_proportion=0.05655, over 7816.14 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3453, pruned_loss=0.1072, over 2476214.74 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0809, over 23234.49 utterances.], batch size: 85, lr: 7.98e-04
2022-08-21 17:47:37,607 INFO [train.py:927] (3/8) Epoch 3, batch 16400, giga_loss[loss=0.3258, simple_loss=0.3759, pruned_loss=0.1378, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05249, over 161.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.345, pruned_loss=0.108, over 2475045.19 frames. utt_duration=440.1 frames, utt_pad_proportion=0.08411, over 22567.27 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3403, pruned_loss=0.103, over 2466796.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05589, over 7803.96 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.345, pruned_loss=0.1081, over 2475810.89 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08421, over 23785.10 utterances.], batch size: 161, lr: 7.98e-04
2022-08-21 17:49:19,737 INFO [train.py:927] (3/8) Epoch 3, batch 16450, giga_loss[loss=0.285, simple_loss=0.3469, pruned_loss=0.1115, over 12455.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03436, over 98.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3431, pruned_loss=0.1072, over 2474890.47 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08307, over 21897.56 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3399, pruned_loss=0.1029, over 2466783.69 frames. utt_duration=1261 frames, utt_pad_proportion=0.05816, over 7834.26 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3436, pruned_loss=0.1075, over 2475890.55 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08289, over 23451.79 utterances.], batch size: 98, lr: 7.97e-04
2022-08-21 17:51:06,209 INFO [train.py:927] (3/8) Epoch 3, batch 16500, giga_loss[loss=0.3015, simple_loss=0.3591, pruned_loss=0.1219, over 12375.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04019, over 113.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.344, pruned_loss=0.1087, over 2474664.51 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08592, over 22363.56 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3403, pruned_loss=0.1034, over 2466658.70 frames. utt_duration=1261 frames, utt_pad_proportion=0.05783, over 7834.88 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.344, pruned_loss=0.1086, over 2475654.81 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08581, over 23726.77 utterances.], batch size: 113, lr: 7.97e-04
2022-08-21 17:52:50,594 INFO [train.py:927] (3/8) Epoch 3, batch 16550, giga_loss[loss=0.3502, simple_loss=0.3744, pruned_loss=0.163, over 12339.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3468, pruned_loss=0.1105, over 2475163.40 frames. utt_duration=453.6 frames, utt_pad_proportion=0.08467, over 21897.64 utterances.], libri_tot_loss[loss=0.2755, simple_loss=0.3422, pruned_loss=0.1044, over 2467096.58 frames. utt_duration=1242 frames, utt_pad_proportion=0.06248, over 7957.08 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3453, pruned_loss=0.1097, over 2475782.59 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08355, over 23266.75 utterances.], batch size: 374, lr: 7.97e-04
2022-08-21 17:54:36,095 INFO [train.py:927] (3/8) Epoch 3, batch 16600, giga_loss[loss=0.3078, simple_loss=0.3712, pruned_loss=0.1222, over 12423.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03901, over 123.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3459, pruned_loss=0.1096, over 2474635.13 frames. utt_duration=467.2 frames, utt_pad_proportion=0.08297, over 21252.15 utterances.], libri_tot_loss[loss=0.2751, simple_loss=0.3419, pruned_loss=0.1041, over 2467252.94 frames. utt_duration=1247 frames, utt_pad_proportion=0.06106, over 7922.70 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3451, pruned_loss=0.1093, over 2475214.10 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08275, over 22741.23 utterances.], batch size: 123, lr: 7.96e-04
2022-08-21 17:56:19,043 INFO [train.py:927] (3/8) Epoch 3, batch 16650, libri_loss[loss=0.2877, simple_loss=0.354, pruned_loss=0.1107, over 12440.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01485, over 40.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3458, pruned_loss=0.1099, over 2474523.43 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08774, over 21900.58 utterances.], libri_tot_loss[loss=0.2756, simple_loss=0.3423, pruned_loss=0.1045, over 2467196.85 frames. utt_duration=1237 frames, utt_pad_proportion=0.06362, over 7989.36 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3449, pruned_loss=0.1094, over 2475207.53 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08676, over 23359.49 utterances.], batch size: 40, lr: 7.96e-04
2022-08-21 17:58:05,293 INFO [train.py:927] (3/8) Epoch 3, batch 16700, giga_loss[loss=0.2762, simple_loss=0.3544, pruned_loss=0.09898, over 12381.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03135, over 51.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3474, pruned_loss=0.1112, over 2474189.32 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08785, over 22426.52 utterances.], libri_tot_loss[loss=0.2753, simple_loss=0.3418, pruned_loss=0.1044, over 2467329.17 frames. utt_duration=1229 frames, utt_pad_proportion=0.06635, over 8041.49 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3472, pruned_loss=0.1111, over 2474775.38 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08639, over 23867.37 utterances.], batch size: 51, lr: 7.96e-04
2022-08-21 17:59:51,084 INFO [train.py:927] (3/8) Epoch 3, batch 16750, giga_loss[loss=0.3886, simple_loss=0.4045, pruned_loss=0.1864, over 12337.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3483, pruned_loss=0.1119, over 2473871.56 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08737, over 22382.28 utterances.], libri_tot_loss[loss=0.2752, simple_loss=0.3417, pruned_loss=0.1044, over 2467352.90 frames. utt_duration=1228 frames, utt_pad_proportion=0.06615, over 8047.69 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3483, pruned_loss=0.1119, over 2474451.03 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08639, over 23772.12 utterances.], batch size: 368, lr: 7.96e-04
2022-08-21 18:01:35,137 INFO [train.py:927] (3/8) Epoch 3, batch 16800, libri_loss[loss=0.2267, simple_loss=0.2884, pruned_loss=0.08256, over 12420.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00695, over 30.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3483, pruned_loss=0.1119, over 2473985.29 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08551, over 22339.01 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3411, pruned_loss=0.104, over 2467541.26 frames. utt_duration=1223 frames, utt_pad_proportion=0.06943, over 8080.16 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3491, pruned_loss=0.1125, over 2474472.18 frames. utt_duration=416 frames, utt_pad_proportion=0.08411, over 23879.95 utterances.], batch size: 30, lr: 7.95e-04
2022-08-21 18:03:20,474 INFO [train.py:927] (3/8) Epoch 3, batch 16850, giga_loss[loss=0.2448, simple_loss=0.3255, pruned_loss=0.08202, over 12325.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03478, over 51.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3466, pruned_loss=0.1095, over 2474394.71 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07979, over 20839.59 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3409, pruned_loss=0.1042, over 2467553.78 frames. utt_duration=1222 frames, utt_pad_proportion=0.06877, over 8084.87 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3475, pruned_loss=0.1099, over 2474953.68 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07928, over 22437.36 utterances.], batch size: 51, lr: 7.95e-04
2022-08-21 18:05:04,710 INFO [train.py:927] (3/8) Epoch 3, batch 16900, giga_loss[loss=0.281, simple_loss=0.3489, pruned_loss=0.1065, over 12388.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.04137, over 105.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3459, pruned_loss=0.1088, over 2474396.23 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07609, over 20622.93 utterances.], libri_tot_loss[loss=0.2749, simple_loss=0.3411, pruned_loss=0.1043, over 2467793.06 frames. utt_duration=1225 frames, utt_pad_proportion=0.0677, over 8067.31 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3466, pruned_loss=0.1092, over 2474739.57 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0763, over 22116.49 utterances.], batch size: 105, lr: 7.95e-04
2022-08-21 18:06:51,926 INFO [train.py:927] (3/8) Epoch 3, batch 16950, giga_loss[loss=0.3363, simple_loss=0.3668, pruned_loss=0.1529, over 12358.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1991, over 367.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3478, pruned_loss=0.1096, over 2475333.72 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07695, over 20897.11 utterances.], libri_tot_loss[loss=0.2756, simple_loss=0.342, pruned_loss=0.1046, over 2467922.39 frames. utt_duration=1214 frames, utt_pad_proportion=0.07045, over 8142.40 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3477, pruned_loss=0.1097, over 2475671.21 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07615, over 22304.61 utterances.], batch size: 367, lr: 7.94e-04
2022-08-21 18:08:36,639 INFO [train.py:927] (3/8) Epoch 3, batch 17000, giga_loss[loss=0.2652, simple_loss=0.3405, pruned_loss=0.09493, over 12457.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04661, over 34.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3472, pruned_loss=0.1099, over 2475036.38 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07553, over 20328.32 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.342, pruned_loss=0.105, over 2467968.16 frames. utt_duration=1217 frames, utt_pad_proportion=0.06902, over 8121.27 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3473, pruned_loss=0.1097, over 2475472.31 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07547, over 21798.17 utterances.], batch size: 34, lr: 7.94e-04
2022-08-21 18:10:23,084 INFO [train.py:927] (3/8) Epoch 3, batch 17050, giga_loss[loss=0.3095, simple_loss=0.3764, pruned_loss=0.1213, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04635, over 146.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3484, pruned_loss=0.1106, over 2475197.56 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07548, over 20553.00 utterances.], libri_tot_loss[loss=0.2766, simple_loss=0.3424, pruned_loss=0.1054, over 2468126.24 frames. utt_duration=1205 frames, utt_pad_proportion=0.07284, over 8203.04 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.3481, pruned_loss=0.1102, over 2475465.50 frames. utt_duration=457 frames, utt_pad_proportion=0.07427, over 21738.76 utterances.], batch size: 146, lr: 7.94e-04
2022-08-21 18:12:07,950 INFO [train.py:927] (3/8) Epoch 3, batch 17100, giga_loss[loss=0.2927, simple_loss=0.3502, pruned_loss=0.1176, over 12418.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0615, over 183.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3481, pruned_loss=0.1108, over 2475052.95 frames. utt_duration=464.8 frames, utt_pad_proportion=0.08166, over 21368.16 utterances.], libri_tot_loss[loss=0.2759, simple_loss=0.3417, pruned_loss=0.1051, over 2468137.74 frames. utt_duration=1210 frames, utt_pad_proportion=0.07218, over 8171.14 utterances.], giga_tot_loss[loss=0.2851, simple_loss=0.3485, pruned_loss=0.1109, over 2475357.84 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08065, over 22500.82 utterances.], batch size: 183, lr: 7.94e-04
2022-08-21 18:13:49,825 INFO [train.py:927] (3/8) Epoch 3, batch 17150, giga_loss[loss=0.2827, simple_loss=0.3512, pruned_loss=0.1071, over 12471.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02955, over 55.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3464, pruned_loss=0.109, over 2475534.13 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07737, over 20870.60 utterances.], libri_tot_loss[loss=0.2752, simple_loss=0.3408, pruned_loss=0.1047, over 2468138.81 frames. utt_duration=1216 frames, utt_pad_proportion=0.07066, over 8126.51 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3477, pruned_loss=0.1095, over 2475974.39 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0773, over 22161.33 utterances.], batch size: 55, lr: 7.93e-04
2022-08-21 18:15:34,572 INFO [train.py:927] (3/8) Epoch 3, batch 17200, giga_loss[loss=0.3142, simple_loss=0.3653, pruned_loss=0.1316, over 12411.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06765, over 184.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3441, pruned_loss=0.1074, over 2474897.29 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07612, over 20550.76 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3404, pruned_loss=0.1045, over 2468267.31 frames. utt_duration=1219 frames, utt_pad_proportion=0.07018, over 8107.28 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3456, pruned_loss=0.1081, over 2475192.09 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07629, over 21692.48 utterances.], batch size: 184, lr: 7.93e-04
2022-08-21 18:17:27,405 INFO [train.py:927] (3/8) Epoch 3, batch 17250, giga_loss[loss=0.2386, simple_loss=0.3095, pruned_loss=0.08386, over 12404.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3436, pruned_loss=0.107, over 2474194.35 frames. utt_duration=480 frames, utt_pad_proportion=0.07697, over 20681.60 utterances.], libri_tot_loss[loss=0.2759, simple_loss=0.3422, pruned_loss=0.1048, over 2468257.94 frames. utt_duration=1214 frames, utt_pad_proportion=0.07278, over 8145.07 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3434, pruned_loss=0.1073, over 2474566.45 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0762, over 21809.21 utterances.], batch size: 146, lr: 7.93e-04
2022-08-21 18:19:10,391 INFO [train.py:927] (3/8) Epoch 3, batch 17300, libri_loss[loss=0.289, simple_loss=0.3576, pruned_loss=0.1102, over 12457.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009176, over 39.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3416, pruned_loss=0.1068, over 2474606.63 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07338, over 20041.00 utterances.], libri_tot_loss[loss=0.2755, simple_loss=0.3417, pruned_loss=0.1046, over 2468708.80 frames. utt_duration=1209 frames, utt_pad_proportion=0.07427, over 8175.65 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3418, pruned_loss=0.1073, over 2474750.81 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07247, over 21490.20 utterances.], batch size: 39, lr: 7.92e-04
2022-08-21 18:20:56,222 INFO [train.py:927] (3/8) Epoch 3, batch 17350, libri_loss[loss=0.2307, simple_loss=0.301, pruned_loss=0.08024, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006111, over 31.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3401, pruned_loss=0.1054, over 2474971.26 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07337, over 20761.79 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3415, pruned_loss=0.1046, over 2468642.92 frames. utt_duration=1213 frames, utt_pad_proportion=0.07315, over 8151.28 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3405, pruned_loss=0.1058, over 2475270.62 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07304, over 22169.98 utterances.], batch size: 31, lr: 7.92e-04
2022-08-21 18:22:38,814 INFO [train.py:927] (3/8) Epoch 3, batch 17400, giga_loss[loss=0.245, simple_loss=0.3325, pruned_loss=0.07871, over 12338.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03358, over 58.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3377, pruned_loss=0.1013, over 2474818.70 frames. utt_duration=467 frames, utt_pad_proportion=0.07144, over 21263.49 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3411, pruned_loss=0.1045, over 2468725.36 frames. utt_duration=1217 frames, utt_pad_proportion=0.07179, over 8125.66 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3383, pruned_loss=0.1017, over 2475131.33 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07172, over 22687.31 utterances.], batch size: 58, lr: 7.92e-04
2022-08-21 18:24:23,045 INFO [train.py:927] (3/8) Epoch 3, batch 17450, giga_loss[loss=0.2492, simple_loss=0.3155, pruned_loss=0.09144, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1033, over 258.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3347, pruned_loss=0.09795, over 2474781.09 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07649, over 22353.97 utterances.], libri_tot_loss[loss=0.2753, simple_loss=0.3415, pruned_loss=0.1045, over 2468561.05 frames. utt_duration=1217 frames, utt_pad_proportion=0.07041, over 8121.20 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3346, pruned_loss=0.09809, over 2475351.56 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07691, over 23888.82 utterances.], batch size: 258, lr: 7.92e-04
2022-08-21 18:26:07,300 INFO [train.py:927] (3/8) Epoch 3, batch 17500, giga_loss[loss=0.2643, simple_loss=0.3357, pruned_loss=0.09648, over 12383.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03277, over 122.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3325, pruned_loss=0.09417, over 2475363.69 frames. utt_duration=426.6 frames, utt_pad_proportion=0.0754, over 23287.32 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3416, pruned_loss=0.1046, over 2468563.97 frames. utt_duration=1220 frames, utt_pad_proportion=0.0696, over 8106.44 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3323, pruned_loss=0.0941, over 2475925.74 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07605, over 24711.88 utterances.], batch size: 122, lr: 7.91e-04
2022-08-21 18:27:49,636 INFO [train.py:927] (3/8) Epoch 3, batch 17550, giga_loss[loss=0.2761, simple_loss=0.3419, pruned_loss=0.1051, over 12376.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07902, over 213.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3317, pruned_loss=0.09285, over 2475109.47 frames. utt_duration=426.3 frames, utt_pad_proportion=0.07379, over 23303.81 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3416, pruned_loss=0.1046, over 2468627.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.06897, over 8121.48 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3313, pruned_loss=0.09253, over 2475649.38 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07459, over 24750.14 utterances.], batch size: 213, lr: 7.91e-04
2022-08-21 18:29:34,365 INFO [train.py:927] (3/8) Epoch 3, batch 17600, giga_loss[loss=0.2682, simple_loss=0.3487, pruned_loss=0.09381, over 12359.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3287, pruned_loss=0.08996, over 2476046.73 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07022, over 22987.56 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3416, pruned_loss=0.1046, over 2468702.49 frames. utt_duration=1220 frames, utt_pad_proportion=0.06808, over 8101.28 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3281, pruned_loss=0.08953, over 2476532.79 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07133, over 24415.69 utterances.], batch size: 122, lr: 7.91e-04
2022-08-21 18:31:17,495 INFO [train.py:927] (3/8) Epoch 3, batch 17650, giga_loss[loss=0.2343, simple_loss=0.3164, pruned_loss=0.07611, over 12421.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04217, over 146.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3284, pruned_loss=0.09003, over 2475952.24 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07088, over 23186.17 utterances.], libri_tot_loss[loss=0.2763, simple_loss=0.3422, pruned_loss=0.1051, over 2468872.45 frames. utt_duration=1216 frames, utt_pad_proportion=0.0671, over 8134.14 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.327, pruned_loss=0.08872, over 2476429.84 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07204, over 24764.83 utterances.], batch size: 146, lr: 7.91e-04
2022-08-21 18:33:00,541 INFO [train.py:927] (3/8) Epoch 3, batch 17700, giga_loss[loss=0.2188, simple_loss=0.2997, pruned_loss=0.06895, over 12427.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.0379, over 133.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.325, pruned_loss=0.08768, over 2475725.02 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07036, over 23860.08 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3417, pruned_loss=0.1049, over 2468777.91 frames. utt_duration=1208 frames, utt_pad_proportion=0.07021, over 8186.07 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.324, pruned_loss=0.08638, over 2476397.94 frames. utt_duration=389.8 frames, utt_pad_proportion=0.07041, over 25504.82 utterances.], batch size: 133, lr: 7.90e-04
2022-08-21 18:34:44,673 INFO [train.py:927] (3/8) Epoch 3, batch 17750, giga_loss[loss=0.2352, simple_loss=0.3124, pruned_loss=0.07903, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3218, pruned_loss=0.08591, over 2475831.57 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07249, over 24200.55 utterances.], libri_tot_loss[loss=0.2767, simple_loss=0.3422, pruned_loss=0.1055, over 2469045.00 frames. utt_duration=1189 frames, utt_pad_proportion=0.07672, over 8313.75 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3199, pruned_loss=0.08366, over 2476379.58 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07051, over 25989.17 utterances.], batch size: 80, lr: 7.90e-04
2022-08-21 18:36:30,448 INFO [train.py:927] (3/8) Epoch 3, batch 17800, giga_loss[loss=0.2759, simple_loss=0.329, pruned_loss=0.1114, over 12410.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 259.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3194, pruned_loss=0.08516, over 2475689.65 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07944, over 25329.55 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3414, pruned_loss=0.1053, over 2468719.49 frames. utt_duration=1192 frames, utt_pad_proportion=0.0754, over 8295.00 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3178, pruned_loss=0.08291, over 2476662.92 frames. utt_duration=363.3 frames, utt_pad_proportion=0.0778, over 27379.12 utterances.], batch size: 259, lr: 7.90e-04
2022-08-21 18:38:29,882 INFO [train.py:927] (3/8) Epoch 3, batch 17850, giga_loss[loss=0.2227, simple_loss=0.3102, pruned_loss=0.06754, over 12380.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3211, pruned_loss=0.08426, over 2476044.94 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07583, over 24444.10 utterances.], libri_tot_loss[loss=0.2764, simple_loss=0.342, pruned_loss=0.1054, over 2468805.01 frames. utt_duration=1195 frames, utt_pad_proportion=0.07423, over 8275.29 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3189, pruned_loss=0.08193, over 2476855.88 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07507, over 26392.85 utterances.], batch size: 62, lr: 7.89e-04
2022-08-21 18:40:36,387 INFO [train.py:927] (3/8) Epoch 3, batch 17900, giga_loss[loss=0.213, simple_loss=0.2961, pruned_loss=0.06492, over 12370.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.0279, over 85.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3201, pruned_loss=0.08263, over 2476397.25 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07293, over 23642.71 utterances.], libri_tot_loss[loss=0.2764, simple_loss=0.3421, pruned_loss=0.1054, over 2468862.67 frames. utt_duration=1186 frames, utt_pad_proportion=0.07681, over 8338.95 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3177, pruned_loss=0.08024, over 2477202.87 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07178, over 25580.74 utterances.], batch size: 85, lr: 7.89e-04
2022-08-21 18:42:37,048 INFO [train.py:927] (3/8) Epoch 3, batch 17950, giga_loss[loss=0.2074, simple_loss=0.3013, pruned_loss=0.05678, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3176, pruned_loss=0.08053, over 2476393.06 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07182, over 23923.20 utterances.], libri_tot_loss[loss=0.2755, simple_loss=0.3412, pruned_loss=0.1049, over 2468693.77 frames. utt_duration=1192 frames, utt_pad_proportion=0.07522, over 8293.26 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3159, pruned_loss=0.07835, over 2477433.01 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07144, over 25970.67 utterances.], batch size: 146, lr: 7.89e-04
2022-08-21 18:44:46,469 INFO [train.py:927] (3/8) Epoch 3, batch 18000, giga_loss[loss=0.2435, simple_loss=0.3194, pruned_loss=0.08384, over 12436.00 frames. utt_duration=310 frames, utt_pad_proportion=0.0461, over 161.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3162, pruned_loss=0.08037, over 2476614.81 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06781, over 24197.23 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3413, pruned_loss=0.1052, over 2468577.09 frames. utt_duration=1194 frames, utt_pad_proportion=0.07412, over 8277.41 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3143, pruned_loss=0.07802, over 2477712.65 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06807, over 26125.86 utterances.], batch size: 161, lr: 7.89e-04
2022-08-21 18:44:46,469 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 18:45:00,443 INFO [train.py:967] (3/8) 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 18:46:58,009 INFO [train.py:927] (3/8) Epoch 3, batch 18050, giga_loss[loss=0.2481, simple_loss=0.33, pruned_loss=0.08311, over 12449.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04401, over 134.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3145, pruned_loss=0.07951, over 2476192.29 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07026, over 24984.47 utterances.], libri_tot_loss[loss=0.2756, simple_loss=0.3412, pruned_loss=0.105, over 2468333.83 frames. utt_duration=1195 frames, utt_pad_proportion=0.0735, over 8269.20 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3127, pruned_loss=0.07744, over 2477387.92 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07046, over 26738.83 utterances.], batch size: 134, lr: 7.88e-04
2022-08-21 18:49:10,554 INFO [train.py:927] (3/8) Epoch 3, batch 18100, giga_loss[loss=0.209, simple_loss=0.2875, pruned_loss=0.06523, over 12390.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06306, over 211.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3162, pruned_loss=0.08002, over 2476001.93 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07, over 24283.85 utterances.], libri_tot_loss[loss=0.2763, simple_loss=0.3416, pruned_loss=0.1055, over 2468150.47 frames. utt_duration=1185 frames, utt_pad_proportion=0.07667, over 8345.20 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3136, pruned_loss=0.0771, over 2477368.77 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06937, over 26155.31 utterances.], batch size: 211, lr: 7.88e-04
2022-08-21 18:51:16,258 INFO [train.py:927] (3/8) Epoch 3, batch 18150, giga_loss[loss=0.2509, simple_loss=0.3142, pruned_loss=0.09376, over 12376.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09918, over 256.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.0793, over 2476211.87 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07015, over 24330.69 utterances.], libri_tot_loss[loss=0.2765, simple_loss=0.3417, pruned_loss=0.1057, over 2468292.97 frames. utt_duration=1175 frames, utt_pad_proportion=0.07956, over 8412.56 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.312, pruned_loss=0.07641, over 2477301.62 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06884, over 26030.28 utterances.], batch size: 256, lr: 7.88e-04
2022-08-21 18:53:21,205 INFO [train.py:927] (3/8) Epoch 3, batch 18200, giga_loss[loss=0.2453, simple_loss=0.3416, pruned_loss=0.07449, over 12348.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02963, over 85.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3174, pruned_loss=0.07833, over 2477280.10 frames. utt_duration=384.6 frames, utt_pad_proportion=0.07333, over 25847.90 utterances.], libri_tot_loss[loss=0.2769, simple_loss=0.3426, pruned_loss=0.1056, over 2468411.39 frames. utt_duration=1176 frames, utt_pad_proportion=0.07894, over 8405.47 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3143, pruned_loss=0.0759, over 2478115.23 frames. utt_duration=363.9 frames, utt_pad_proportion=0.07233, over 27332.80 utterances.], batch size: 85, lr: 7.87e-04
2022-08-21 18:55:26,963 INFO [train.py:927] (3/8) Epoch 3, batch 18250, libri_loss[loss=0.2665, simple_loss=0.3373, pruned_loss=0.09786, over 12383.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02606, over 43.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3177, pruned_loss=0.07681, over 2477550.31 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06969, over 24992.55 utterances.], libri_tot_loss[loss=0.2765, simple_loss=0.3425, pruned_loss=0.1053, over 2468524.01 frames. utt_duration=1182 frames, utt_pad_proportion=0.07725, over 8364.97 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3147, pruned_loss=0.07435, over 2478375.51 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06951, over 26710.93 utterances.], batch size: 43, lr: 7.87e-04
2022-08-21 18:57:31,078 INFO [train.py:927] (3/8) Epoch 3, batch 18300, giga_loss[loss=0.2019, simple_loss=0.2898, pruned_loss=0.05703, over 12373.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.02896, over 58.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3176, pruned_loss=0.07778, over 2477489.14 frames. utt_duration=393.2 frames, utt_pad_proportion=0.07144, over 25281.12 utterances.], libri_tot_loss[loss=0.2757, simple_loss=0.3417, pruned_loss=0.1049, over 2468357.45 frames. utt_duration=1189 frames, utt_pad_proportion=0.07535, over 8316.54 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.315, pruned_loss=0.07517, over 2478617.09 frames. utt_duration=364 frames, utt_pad_proportion=0.07169, over 27329.64 utterances.], batch size: 58, lr: 7.87e-04
2022-08-21 19:00:00,256 INFO [train.py:927] (3/8) Epoch 3, batch 18350, giga_loss[loss=0.2366, simple_loss=0.3151, pruned_loss=0.07901, over 12434.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04789, over 147.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3177, pruned_loss=0.07846, over 2476653.13 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06952, over 24274.78 utterances.], libri_tot_loss[loss=0.2757, simple_loss=0.3415, pruned_loss=0.1049, over 2467816.41 frames. utt_duration=1183 frames, utt_pad_proportion=0.07722, over 8355.03 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.315, pruned_loss=0.07541, over 2478317.62 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06935, over 26458.95 utterances.], batch size: 147, lr: 7.87e-04
2022-08-21 19:02:06,291 INFO [train.py:927] (3/8) Epoch 3, batch 18400, giga_loss[loss=0.2395, simple_loss=0.3179, pruned_loss=0.0805, over 12425.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3149, pruned_loss=0.07747, over 2477574.43 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07435, over 24474.72 utterances.], libri_tot_loss[loss=0.2761, simple_loss=0.342, pruned_loss=0.1051, over 2467825.84 frames. utt_duration=1165 frames, utt_pad_proportion=0.08372, over 8481.42 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3117, pruned_loss=0.0743, over 2479128.50 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07201, over 26463.73 utterances.], batch size: 146, lr: 7.86e-04
2022-08-21 19:04:08,128 INFO [train.py:927] (3/8) Epoch 3, batch 18450, giga_loss[loss=0.2043, simple_loss=0.2879, pruned_loss=0.06034, over 12440.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03666, over 98.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3139, pruned_loss=0.07831, over 2477457.19 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07741, over 24957.91 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3415, pruned_loss=0.105, over 2467446.81 frames. utt_duration=1175 frames, utt_pad_proportion=0.08048, over 8411.69 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3105, pruned_loss=0.07447, over 2479538.60 frames. utt_duration=362.9 frames, utt_pad_proportion=0.0761, over 27417.55 utterances.], batch size: 98, lr: 7.86e-04
2022-08-21 19:06:11,817 INFO [train.py:927] (3/8) Epoch 3, batch 18500, giga_loss[loss=0.2299, simple_loss=0.3075, pruned_loss=0.07615, over 12416.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3149, pruned_loss=0.07824, over 2477794.03 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07209, over 24492.28 utterances.], libri_tot_loss[loss=0.2759, simple_loss=0.3415, pruned_loss=0.1051, over 2467481.57 frames. utt_duration=1175 frames, utt_pad_proportion=0.08016, over 8410.63 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.312, pruned_loss=0.07505, over 2479437.89 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07151, over 26494.09 utterances.], batch size: 133, lr: 7.86e-04
2022-08-21 19:08:20,308 INFO [train.py:927] (3/8) Epoch 3, batch 18550, giga_loss[loss=0.2255, simple_loss=0.3044, pruned_loss=0.07326, over 12427.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02189, over 48.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3144, pruned_loss=0.0787, over 2477858.73 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07488, over 25387.95 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3416, pruned_loss=0.105, over 2467313.32 frames. utt_duration=1177 frames, utt_pad_proportion=0.07957, over 8394.58 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3119, pruned_loss=0.07601, over 2479398.42 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07443, over 27128.73 utterances.], batch size: 48, lr: 7.86e-04
2022-08-21 19:10:34,435 INFO [train.py:927] (3/8) Epoch 3, batch 18600, giga_loss[loss=0.2429, simple_loss=0.3238, pruned_loss=0.08105, over 12378.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05591, over 181.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3165, pruned_loss=0.07911, over 2477716.55 frames. utt_duration=398 frames, utt_pad_proportion=0.07159, over 24974.59 utterances.], libri_tot_loss[loss=0.2753, simple_loss=0.341, pruned_loss=0.1048, over 2467504.01 frames. utt_duration=1185 frames, utt_pad_proportion=0.07795, over 8342.63 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3142, pruned_loss=0.07634, over 2479087.29 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07187, over 26936.20 utterances.], batch size: 181, lr: 7.85e-04
2022-08-21 19:12:51,072 INFO [train.py:927] (3/8) Epoch 3, batch 18650, libri_loss[loss=0.232, simple_loss=0.3091, pruned_loss=0.07748, over 12347.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005791, over 33.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3142, pruned_loss=0.07774, over 2478014.24 frames. utt_duration=399.4 frames, utt_pad_proportion=0.0693, over 24889.26 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3405, pruned_loss=0.1044, over 2467458.92 frames. utt_duration=1188 frames, utt_pad_proportion=0.07675, over 8316.93 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3124, pruned_loss=0.07545, over 2479327.20 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06996, over 26763.71 utterances.], batch size: 33, lr: 7.85e-04
2022-08-21 19:14:53,968 INFO [train.py:927] (3/8) Epoch 3, batch 18700, giga_loss[loss=0.2316, simple_loss=0.3136, pruned_loss=0.07479, over 12354.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03005, over 91.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3106, pruned_loss=0.07698, over 2477770.59 frames. utt_duration=402.8 frames, utt_pad_proportion=0.0696, over 24680.14 utterances.], libri_tot_loss[loss=0.2745, simple_loss=0.3404, pruned_loss=0.1043, over 2467256.68 frames. utt_duration=1172 frames, utt_pad_proportion=0.08357, over 8430.96 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3085, pruned_loss=0.07447, over 2479295.59 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06798, over 26532.67 utterances.], batch size: 91, lr: 7.85e-04
2022-08-21 19:16:47,012 INFO [train.py:927] (3/8) Epoch 3, batch 18750, giga_loss[loss=0.2309, simple_loss=0.3132, pruned_loss=0.07432, over 12414.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3105, pruned_loss=0.07698, over 2477529.38 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07078, over 25137.28 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3402, pruned_loss=0.1039, over 2467161.27 frames. utt_duration=1179 frames, utt_pad_proportion=0.082, over 8383.62 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3081, pruned_loss=0.07457, over 2479128.05 frames. utt_duration=366.9 frames, utt_pad_proportion=0.06978, over 27113.18 utterances.], batch size: 161, lr: 7.84e-04
2022-08-21 19:18:49,483 INFO [train.py:927] (3/8) Epoch 3, batch 18800, giga_loss[loss=0.2472, simple_loss=0.325, pruned_loss=0.0847, over 12389.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03283, over 80.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.308, pruned_loss=0.07521, over 2478090.53 frames. utt_duration=387.3 frames, utt_pad_proportion=0.07315, over 25673.77 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3395, pruned_loss=0.1036, over 2467274.85 frames. utt_duration=1180 frames, utt_pad_proportion=0.08127, over 8371.87 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.073, over 2479496.48 frames. utt_duration=360.1 frames, utt_pad_proportion=0.07234, over 27630.87 utterances.], batch size: 80, lr: 7.84e-04
2022-08-21 19:21:02,365 INFO [train.py:927] (3/8) Epoch 3, batch 18850, giga_loss[loss=0.2523, simple_loss=0.3279, pruned_loss=0.08833, over 12388.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07551, over 212.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3064, pruned_loss=0.07455, over 2477833.36 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07037, over 25159.43 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3391, pruned_loss=0.1035, over 2467379.26 frames. utt_duration=1181 frames, utt_pad_proportion=0.08022, over 8366.14 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3043, pruned_loss=0.07212, over 2479162.66 frames. utt_duration=365.8 frames, utt_pad_proportion=0.07009, over 27193.45 utterances.], batch size: 212, lr: 7.84e-04
2022-08-21 19:23:12,445 INFO [train.py:927] (3/8) Epoch 3, batch 18900, giga_loss[loss=0.2409, simple_loss=0.319, pruned_loss=0.08141, over 12432.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04165, over 146.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3057, pruned_loss=0.07371, over 2478053.81 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06859, over 24352.68 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3383, pruned_loss=0.1029, over 2467361.10 frames. utt_duration=1186 frames, utt_pad_proportion=0.07881, over 8330.24 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.304, pruned_loss=0.07162, over 2479351.95 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06883, over 26373.14 utterances.], batch size: 146, lr: 7.84e-04
2022-08-21 19:25:11,617 INFO [train.py:927] (3/8) Epoch 3, batch 18950, giga_loss[loss=0.2095, simple_loss=0.3051, pruned_loss=0.05698, over 12389.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02614, over 85.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3055, pruned_loss=0.073, over 2477763.50 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06981, over 24684.87 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3387, pruned_loss=0.1026, over 2466787.61 frames. utt_duration=1193 frames, utt_pad_proportion=0.07803, over 8279.04 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3032, pruned_loss=0.07108, over 2479505.03 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07009, over 26613.37 utterances.], batch size: 85, lr: 7.83e-04
2022-08-21 19:27:13,182 INFO [train.py:927] (3/8) Epoch 3, batch 19000, giga_loss[loss=0.226, simple_loss=0.3128, pruned_loss=0.06961, over 12411.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3076, pruned_loss=0.07303, over 2478306.23 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06851, over 25251.37 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3387, pruned_loss=0.1026, over 2466869.06 frames. utt_duration=1197 frames, utt_pad_proportion=0.07727, over 8257.02 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3053, pruned_loss=0.07111, over 2479751.23 frames. utt_duration=368.4 frames, utt_pad_proportion=0.069, over 27008.63 utterances.], batch size: 182, lr: 7.83e-04
2022-08-21 19:29:13,457 INFO [train.py:927] (3/8) Epoch 3, batch 19050, libri_loss[loss=0.2185, simple_loss=0.276, pruned_loss=0.08047, over 12226.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007764, over 29.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3091, pruned_loss=0.07396, over 2478032.78 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06616, over 24766.37 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3386, pruned_loss=0.1028, over 2466978.32 frames. utt_duration=1195 frames, utt_pad_proportion=0.07688, over 8265.67 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3068, pruned_loss=0.07167, over 2479311.53 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06673, over 26467.23 utterances.], batch size: 29, lr: 7.83e-04
2022-08-21 19:31:15,818 INFO [train.py:927] (3/8) Epoch 3, batch 19100, giga_loss[loss=0.1894, simple_loss=0.2808, pruned_loss=0.04899, over 12390.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.02972, over 62.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3072, pruned_loss=0.07262, over 2478118.28 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06135, over 23530.91 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3381, pruned_loss=0.1026, over 2466905.11 frames. utt_duration=1200 frames, utt_pad_proportion=0.07577, over 8233.56 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3053, pruned_loss=0.07047, over 2479381.90 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06238, over 25187.74 utterances.], batch size: 62, lr: 7.83e-04
2022-08-21 19:33:18,622 INFO [train.py:927] (3/8) Epoch 3, batch 19150, giga_loss[loss=0.2029, simple_loss=0.2905, pruned_loss=0.05769, over 12341.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3063, pruned_loss=0.07313, over 2477813.18 frames. utt_duration=428.3 frames, utt_pad_proportion=0.06042, over 23206.36 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3372, pruned_loss=0.1023, over 2466631.16 frames. utt_duration=1208 frames, utt_pad_proportion=0.07391, over 8176.16 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3047, pruned_loss=0.07075, over 2479462.24 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06173, over 25094.48 utterances.], batch size: 62, lr: 7.82e-04
2022-08-21 19:35:28,590 INFO [train.py:927] (3/8) Epoch 3, batch 19200, giga_loss[loss=0.2406, simple_loss=0.3235, pruned_loss=0.07886, over 12403.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3086, pruned_loss=0.07384, over 2477394.44 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06058, over 23363.87 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3376, pruned_loss=0.1023, over 2466176.65 frames. utt_duration=1211 frames, utt_pad_proportion=0.07309, over 8152.64 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3066, pruned_loss=0.07158, over 2479277.62 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06179, over 25085.68 utterances.], batch size: 183, lr: 7.82e-04
2022-08-21 19:37:32,840 INFO [train.py:927] (3/8) Epoch 3, batch 19250, giga_loss[loss=0.2505, simple_loss=0.3352, pruned_loss=0.08288, over 12449.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03551, over 105.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3104, pruned_loss=0.0753, over 2477365.50 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06484, over 23872.21 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3379, pruned_loss=0.1026, over 2466228.90 frames. utt_duration=1187 frames, utt_pad_proportion=0.0809, over 8319.08 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3075, pruned_loss=0.07223, over 2479279.42 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06303, over 25679.78 utterances.], batch size: 105, lr: 7.82e-04
2022-08-21 19:39:34,618 INFO [train.py:927] (3/8) Epoch 3, batch 19300, giga_loss[loss=0.2279, simple_loss=0.2954, pruned_loss=0.08017, over 12365.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3125, pruned_loss=0.07614, over 2477389.27 frames. utt_duration=421.3 frames, utt_pad_proportion=0.0654, over 23588.15 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3373, pruned_loss=0.1024, over 2466577.47 frames. utt_duration=1193 frames, utt_pad_proportion=0.07924, over 8279.25 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.31, pruned_loss=0.07306, over 2478900.46 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06429, over 25507.69 utterances.], batch size: 356, lr: 7.81e-04
2022-08-21 19:41:55,555 INFO [train.py:927] (3/8) Epoch 3, batch 19350, giga_loss[loss=0.2413, simple_loss=0.2987, pruned_loss=0.09199, over 12382.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1723, over 355.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07546, over 2478066.75 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06639, over 24136.61 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.337, pruned_loss=0.1025, over 2466538.20 frames. utt_duration=1196 frames, utt_pad_proportion=0.07868, over 8260.50 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3088, pruned_loss=0.07277, over 2479397.94 frames. utt_duration=385.4 frames, utt_pad_proportion=0.0656, over 25810.34 utterances.], batch size: 355, lr: 7.81e-04
2022-08-21 19:43:54,214 INFO [train.py:927] (3/8) Epoch 3, batch 19400, libri_loss[loss=0.2842, simple_loss=0.3493, pruned_loss=0.1096, over 12296.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006538, over 35.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3104, pruned_loss=0.07582, over 2477967.95 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06693, over 24182.52 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3371, pruned_loss=0.1028, over 2466566.35 frames. utt_duration=1201 frames, utt_pad_proportion=0.07695, over 8227.92 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.308, pruned_loss=0.0726, over 2479342.18 frames. utt_duration=382.7 frames, utt_pad_proportion=0.0667, over 25990.86 utterances.], batch size: 35, lr: 7.81e-04
2022-08-21 19:46:00,390 INFO [train.py:927] (3/8) Epoch 3, batch 19450, giga_loss[loss=0.2182, simple_loss=0.3028, pruned_loss=0.06683, over 12430.00 frames. utt_duration=372.2 frames, utt_pad_proportion=0.0456, over 134.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3105, pruned_loss=0.07679, over 2477469.56 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06455, over 23629.15 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3364, pruned_loss=0.1024, over 2466526.93 frames. utt_duration=1207 frames, utt_pad_proportion=0.075, over 8180.72 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3084, pruned_loss=0.07373, over 2478944.01 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06501, over 25619.32 utterances.], batch size: 134, lr: 7.81e-04
2022-08-21 19:48:06,349 INFO [train.py:927] (3/8) Epoch 3, batch 19500, giga_loss[loss=0.1903, simple_loss=0.2786, pruned_loss=0.05101, over 12375.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04276, over 133.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3089, pruned_loss=0.0752, over 2477296.12 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06533, over 23900.10 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3363, pruned_loss=0.1023, over 2466745.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.07423, over 8162.08 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.307, pruned_loss=0.07256, over 2478410.05 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06581, over 25681.58 utterances.], batch size: 133, lr: 7.80e-04
2022-08-21 19:49:59,050 INFO [train.py:927] (3/8) Epoch 3, batch 19550, giga_loss[loss=0.1916, simple_loss=0.2874, pruned_loss=0.04785, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0262, over 48.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3102, pruned_loss=0.07363, over 2476940.21 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06476, over 23174.61 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3368, pruned_loss=0.1024, over 2466607.31 frames. utt_duration=1214 frames, utt_pad_proportion=0.07282, over 8136.36 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3076, pruned_loss=0.07081, over 2478158.45 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06554, over 24953.85 utterances.], batch size: 48, lr: 7.80e-04
2022-08-21 19:52:09,568 INFO [train.py:927] (3/8) Epoch 3, batch 19600, giga_loss[loss=0.2151, simple_loss=0.2948, pruned_loss=0.06769, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02623, over 55.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3113, pruned_loss=0.07461, over 2476981.62 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06729, over 23703.54 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3369, pruned_loss=0.1028, over 2466400.86 frames. utt_duration=1195 frames, utt_pad_proportion=0.07965, over 8264.00 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3085, pruned_loss=0.07129, over 2478466.84 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06572, over 25455.16 utterances.], batch size: 55, lr: 7.80e-04
2022-08-21 19:54:19,858 INFO [train.py:927] (3/8) Epoch 3, batch 19650, giga_loss[loss=0.218, simple_loss=0.3046, pruned_loss=0.06574, over 12417.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3114, pruned_loss=0.07485, over 2477667.88 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06804, over 24073.70 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3367, pruned_loss=0.103, over 2466566.24 frames. utt_duration=1186 frames, utt_pad_proportion=0.08219, over 8326.18 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3088, pruned_loss=0.07129, over 2479008.65 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06599, over 25819.82 utterances.], batch size: 183, lr: 7.80e-04
2022-08-21 19:56:25,891 INFO [train.py:927] (3/8) Epoch 3, batch 19700, giga_loss[loss=0.2266, simple_loss=0.322, pruned_loss=0.06558, over 12465.00 frames. utt_duration=703.4 frames, utt_pad_proportion=0.03514, over 71.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.312, pruned_loss=0.07523, over 2477565.93 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06735, over 23671.62 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3356, pruned_loss=0.1024, over 2466588.41 frames. utt_duration=1195 frames, utt_pad_proportion=0.0798, over 8264.85 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3097, pruned_loss=0.07166, over 2479162.12 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06626, over 25869.19 utterances.], batch size: 71, lr: 7.79e-04
2022-08-21 19:58:48,393 INFO [train.py:927] (3/8) Epoch 3, batch 19750, giga_loss[loss=0.3339, simple_loss=0.3693, pruned_loss=0.1492, over 12401.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09424, over 255.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3136, pruned_loss=0.07546, over 2477862.64 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06678, over 23485.58 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3359, pruned_loss=0.1025, over 2466700.47 frames. utt_duration=1196 frames, utt_pad_proportion=0.07948, over 8263.52 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3114, pruned_loss=0.07245, over 2479064.64 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06602, over 25268.47 utterances.], batch size: 255, lr: 7.79e-04
2022-08-21 20:01:12,102 INFO [train.py:927] (3/8) Epoch 3, batch 19800, libri_loss[loss=0.2735, simple_loss=0.3233, pruned_loss=0.1118, over 12128.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005529, over 32.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3127, pruned_loss=0.0746, over 2477576.67 frames. utt_duration=433 frames, utt_pad_proportion=0.06474, over 22946.91 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.337, pruned_loss=0.1026, over 2466291.88 frames. utt_duration=1195 frames, utt_pad_proportion=0.07902, over 8264.14 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3095, pruned_loss=0.07164, over 2479113.50 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06431, over 24629.09 utterances.], batch size: 32, lr: 7.79e-04
2022-08-21 20:03:15,274 INFO [train.py:927] (3/8) Epoch 3, batch 19850, giga_loss[loss=0.2536, simple_loss=0.3241, pruned_loss=0.09156, over 12406.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09628, over 256.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3112, pruned_loss=0.07362, over 2477275.00 frames. utt_duration=411.2 frames, utt_pad_proportion=0.07016, over 24165.78 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3368, pruned_loss=0.1027, over 2465988.84 frames. utt_duration=1197 frames, utt_pad_proportion=0.07838, over 8251.73 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3084, pruned_loss=0.07051, over 2479020.37 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06962, over 25860.39 utterances.], batch size: 256, lr: 7.79e-04
2022-08-21 20:05:10,650 INFO [train.py:927] (3/8) Epoch 3, batch 19900, giga_loss[loss=0.2104, simple_loss=0.2918, pruned_loss=0.06453, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02649, over 48.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3125, pruned_loss=0.07518, over 2476968.73 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07185, over 23925.22 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3358, pruned_loss=0.1024, over 2466316.43 frames. utt_duration=1193 frames, utt_pad_proportion=0.08024, over 8279.46 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3101, pruned_loss=0.0717, over 2478543.20 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07071, over 25946.70 utterances.], batch size: 48, lr: 7.78e-04
2022-08-21 20:07:04,410 INFO [train.py:927] (3/8) Epoch 3, batch 19950, giga_loss[loss=0.2503, simple_loss=0.3231, pruned_loss=0.08872, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3117, pruned_loss=0.07533, over 2477216.83 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07002, over 24431.33 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3355, pruned_loss=0.1024, over 2466371.82 frames. utt_duration=1199 frames, utt_pad_proportion=0.07842, over 8236.72 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3094, pruned_loss=0.07185, over 2478723.27 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0697, over 26535.15 utterances.], batch size: 85, lr: 7.78e-04
2022-08-21 20:08:58,947 INFO [train.py:927] (3/8) Epoch 3, batch 20000, giga_loss[loss=0.2546, simple_loss=0.3293, pruned_loss=0.08991, over 12427.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0722, over 212.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3118, pruned_loss=0.07636, over 2477403.45 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07089, over 24835.11 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3345, pruned_loss=0.1017, over 2466622.68 frames. utt_duration=1206 frames, utt_pad_proportion=0.07715, over 8194.32 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3101, pruned_loss=0.07344, over 2478669.79 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07087, over 27003.86 utterances.], batch size: 212, lr: 7.78e-04
2022-08-21 20:10:43,327 INFO [train.py:927] (3/8) Epoch 3, batch 20050, giga_loss[loss=0.2604, simple_loss=0.359, pruned_loss=0.08088, over 12418.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3203, pruned_loss=0.08126, over 2476454.98 frames. utt_duration=412.3 frames, utt_pad_proportion=0.07192, over 24099.44 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3343, pruned_loss=0.1014, over 2466703.12 frames. utt_duration=1205 frames, utt_pad_proportion=0.0772, over 8199.40 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.319, pruned_loss=0.07888, over 2477522.14 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07178, over 26036.64 utterances.], batch size: 75, lr: 7.77e-04
2022-08-21 20:12:28,578 INFO [train.py:927] (3/8) Epoch 3, batch 20100, giga_loss[loss=0.2213, simple_loss=0.2954, pruned_loss=0.07363, over 12417.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03074, over 80.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3233, pruned_loss=0.08317, over 2476069.75 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07378, over 23013.75 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.336, pruned_loss=0.1017, over 2466853.22 frames. utt_duration=1192 frames, utt_pad_proportion=0.0799, over 8287.80 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3204, pruned_loss=0.08047, over 2477113.20 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07278, over 24986.17 utterances.], batch size: 80, lr: 7.77e-04
2022-08-21 20:14:11,856 INFO [train.py:927] (3/8) Epoch 3, batch 20150, libri_loss[loss=0.2407, simple_loss=0.3145, pruned_loss=0.08339, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006411, over 34.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3181, pruned_loss=0.08219, over 2475514.44 frames. utt_duration=443 frames, utt_pad_proportion=0.07397, over 22419.14 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3356, pruned_loss=0.1017, over 2466581.59 frames. utt_duration=1199 frames, utt_pad_proportion=0.07813, over 8239.82 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.0795, over 2476860.44 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07364, over 24441.14 utterances.], batch size: 34, lr: 7.77e-04
2022-08-21 20:15:54,678 INFO [train.py:927] (3/8) Epoch 3, batch 20200, giga_loss[loss=0.2054, simple_loss=0.2821, pruned_loss=0.06435, over 12395.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03378, over 122.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3091, pruned_loss=0.07861, over 2474737.09 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07194, over 21668.04 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3354, pruned_loss=0.1016, over 2466469.84 frames. utt_duration=1202 frames, utt_pad_proportion=0.07695, over 8217.28 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3069, pruned_loss=0.07615, over 2476051.36 frames. utt_duration=422 frames, utt_pad_proportion=0.07218, over 23545.46 utterances.], batch size: 122, lr: 7.77e-04
2022-08-21 20:17:36,968 INFO [train.py:927] (3/8) Epoch 3, batch 20250, libri_loss[loss=0.2748, simple_loss=0.3364, pruned_loss=0.1066, over 12463.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03364, over 46.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3034, pruned_loss=0.07675, over 2473926.92 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06963, over 20831.86 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3353, pruned_loss=0.1015, over 2466257.62 frames. utt_duration=1203 frames, utt_pad_proportion=0.07569, over 8208.65 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3007, pruned_loss=0.07394, over 2475471.14 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07039, over 22838.23 utterances.], batch size: 46, lr: 7.76e-04
2022-08-21 20:19:19,909 INFO [train.py:927] (3/8) Epoch 3, batch 20300, giga_loss[loss=0.1923, simple_loss=0.2755, pruned_loss=0.0546, over 12456.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.2994, pruned_loss=0.07549, over 2473510.17 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07489, over 20924.99 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.335, pruned_loss=0.1014, over 2466268.52 frames. utt_duration=1195 frames, utt_pad_proportion=0.07849, over 8268.51 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2964, pruned_loss=0.0725, over 2474968.08 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07415, over 22889.77 utterances.], batch size: 98, lr: 7.76e-04
2022-08-21 20:21:05,251 INFO [train.py:927] (3/8) Epoch 3, batch 20350, giga_loss[loss=0.1854, simple_loss=0.2721, pruned_loss=0.0493, over 12462.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03026, over 75.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2927, pruned_loss=0.07202, over 2473469.67 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07308, over 20638.39 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3345, pruned_loss=0.1011, over 2466094.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.07744, over 8225.48 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2901, pruned_loss=0.06945, over 2474920.50 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07292, over 22464.07 utterances.], batch size: 75, lr: 7.76e-04
2022-08-21 20:22:48,946 INFO [train.py:927] (3/8) Epoch 3, batch 20400, giga_loss[loss=0.1825, simple_loss=0.2628, pruned_loss=0.05113, over 12385.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02567, over 66.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2882, pruned_loss=0.07015, over 2473400.24 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07254, over 20140.31 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3346, pruned_loss=0.1012, over 2465906.16 frames. utt_duration=1204 frames, utt_pad_proportion=0.07569, over 8200.89 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2849, pruned_loss=0.06721, over 2474938.46 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07297, over 21948.07 utterances.], batch size: 66, lr: 7.76e-04
2022-08-21 20:24:32,971 INFO [train.py:927] (3/8) Epoch 3, batch 20450, giga_loss[loss=0.1909, simple_loss=0.2682, pruned_loss=0.05683, over 12379.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2821, pruned_loss=0.06703, over 2473366.10 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07087, over 19714.20 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3348, pruned_loss=0.1013, over 2465750.87 frames. utt_duration=1204 frames, utt_pad_proportion=0.0751, over 8198.89 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2789, pruned_loss=0.06432, over 2474766.39 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07152, over 21236.43 utterances.], batch size: 183, lr: 7.75e-04
2022-08-21 20:26:17,659 INFO [train.py:927] (3/8) Epoch 3, batch 20500, giga_loss[loss=0.2603, simple_loss=0.3382, pruned_loss=0.09122, over 12348.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03138, over 62.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2839, pruned_loss=0.06775, over 2472797.35 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06868, over 19432.84 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3352, pruned_loss=0.1013, over 2465710.34 frames. utt_duration=1200 frames, utt_pad_proportion=0.07523, over 8226.43 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2799, pruned_loss=0.06485, over 2474127.72 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06922, over 20866.31 utterances.], batch size: 62, lr: 7.75e-04
2022-08-21 20:28:01,239 INFO [train.py:927] (3/8) Epoch 3, batch 20550, giga_loss[loss=0.2431, simple_loss=0.3241, pruned_loss=0.08105, over 12425.00 frames. utt_duration=976.1 frames, utt_pad_proportion=0.02684, over 51.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.2968, pruned_loss=0.07453, over 2472799.15 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06914, over 19153.66 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3359, pruned_loss=0.1015, over 2465981.17 frames. utt_duration=1200 frames, utt_pad_proportion=0.07432, over 8233.53 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2917, pruned_loss=0.07126, over 2473811.67 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06982, over 20596.50 utterances.], batch size: 51, lr: 7.75e-04
2022-08-21 20:29:44,513 INFO [train.py:927] (3/8) Epoch 3, batch 20600, giga_loss[loss=0.2255, simple_loss=0.3162, pruned_loss=0.06738, over 12130.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04762, over 28.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3049, pruned_loss=0.07817, over 2472224.77 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06743, over 18635.84 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3351, pruned_loss=0.101, over 2466104.93 frames. utt_duration=1205 frames, utt_pad_proportion=0.07275, over 8197.95 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3006, pruned_loss=0.07529, over 2473120.52 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06859, over 20104.96 utterances.], batch size: 28, lr: 7.75e-04
2022-08-21 20:31:28,917 INFO [train.py:927] (3/8) Epoch 3, batch 20650, giga_loss[loss=0.2314, simple_loss=0.3079, pruned_loss=0.0775, over 12388.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.02997, over 51.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3094, pruned_loss=0.07957, over 2472599.90 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06538, over 18421.86 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3352, pruned_loss=0.1012, over 2466173.83 frames. utt_duration=1198 frames, utt_pad_proportion=0.0754, over 8244.67 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3052, pruned_loss=0.0765, over 2473451.29 frames. utt_duration=500 frames, utt_pad_proportion=0.06544, over 19847.48 utterances.], batch size: 51, lr: 7.74e-04
2022-08-21 20:33:12,894 INFO [train.py:927] (3/8) Epoch 3, batch 20700, giga_loss[loss=0.2704, simple_loss=0.3482, pruned_loss=0.09635, over 12443.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04756, over 147.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3133, pruned_loss=0.08191, over 2472708.23 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06495, over 18483.80 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3349, pruned_loss=0.1012, over 2466324.18 frames. utt_duration=1202 frames, utt_pad_proportion=0.07433, over 8214.93 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3098, pruned_loss=0.07918, over 2473391.43 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06537, over 19816.59 utterances.], batch size: 147, lr: 7.74e-04
2022-08-21 20:34:54,355 INFO [train.py:927] (3/8) Epoch 3, batch 20750, libri_loss[loss=0.2718, simple_loss=0.3374, pruned_loss=0.1032, over 12145.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006193, over 35.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3188, pruned_loss=0.08537, over 2472937.43 frames. utt_duration=513.5 frames, utt_pad_proportion=0.07367, over 19319.15 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3355, pruned_loss=0.1014, over 2466361.57 frames. utt_duration=1196 frames, utt_pad_proportion=0.07682, over 8261.06 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.315, pruned_loss=0.08245, over 2473651.34 frames. utt_duration=480.5 frames, utt_pad_proportion=0.0725, over 20653.88 utterances.], batch size: 35, lr: 7.74e-04
2022-08-21 20:36:34,745 INFO [train.py:927] (3/8) Epoch 3, batch 20800, giga_loss[loss=0.2719, simple_loss=0.3548, pruned_loss=0.09448, over 12322.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02844, over 74.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3232, pruned_loss=0.08673, over 2472953.57 frames. utt_duration=525.9 frames, utt_pad_proportion=0.07599, over 18864.16 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3356, pruned_loss=0.1015, over 2466598.33 frames. utt_duration=1196 frames, utt_pad_proportion=0.07592, over 8258.16 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3198, pruned_loss=0.08416, over 2473401.09 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07526, over 20070.31 utterances.], batch size: 74, lr: 7.73e-04
2022-08-21 20:38:20,558 INFO [train.py:927] (3/8) Epoch 3, batch 20850, giga_loss[loss=0.2644, simple_loss=0.3427, pruned_loss=0.09307, over 12348.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03153, over 62.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3244, pruned_loss=0.08647, over 2472950.70 frames. utt_duration=536.4 frames, utt_pad_proportion=0.07278, over 18493.27 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3352, pruned_loss=0.1011, over 2466574.70 frames. utt_duration=1199 frames, utt_pad_proportion=0.07481, over 8236.21 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.08449, over 2473439.55 frames. utt_duration=504.5 frames, utt_pad_proportion=0.0728, over 19667.62 utterances.], batch size: 62, lr: 7.73e-04
2022-08-21 20:40:03,919 INFO [train.py:927] (3/8) Epoch 3, batch 20900, giga_loss[loss=0.2067, simple_loss=0.2955, pruned_loss=0.05902, over 12444.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03177, over 75.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3237, pruned_loss=0.08505, over 2473270.63 frames. utt_duration=557 frames, utt_pad_proportion=0.07134, over 17808.35 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3353, pruned_loss=0.1015, over 2466326.68 frames. utt_duration=1192 frames, utt_pad_proportion=0.07845, over 8285.26 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3214, pruned_loss=0.08272, over 2474047.09 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06985, over 18928.01 utterances.], batch size: 75, lr: 7.73e-04
2022-08-21 20:41:47,996 INFO [train.py:927] (3/8) Epoch 3, batch 20950, giga_loss[loss=0.3107, simple_loss=0.3664, pruned_loss=0.1275, over 12391.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05108, over 161.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.326, pruned_loss=0.08723, over 2472594.13 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06693, over 16989.96 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3353, pruned_loss=0.1014, over 2466311.41 frames. utt_duration=1194 frames, utt_pad_proportion=0.07757, over 8271.50 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.324, pruned_loss=0.08522, over 2473336.85 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06623, over 18060.04 utterances.], batch size: 161, lr: 7.73e-04
2022-08-21 20:43:33,040 INFO [train.py:927] (3/8) Epoch 3, batch 21000, giga_loss[loss=0.22, simple_loss=0.298, pruned_loss=0.07101, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03561, over 123.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3275, pruned_loss=0.08994, over 2473355.75 frames. utt_duration=560.7 frames, utt_pad_proportion=0.07188, over 17690.96 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3352, pruned_loss=0.1014, over 2466458.43 frames. utt_duration=1198 frames, utt_pad_proportion=0.07641, over 8247.20 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3259, pruned_loss=0.08812, over 2473926.41 frames. utt_duration=530 frames, utt_pad_proportion=0.07156, over 18722.24 utterances.], batch size: 123, lr: 7.72e-04
2022-08-21 20:43:33,041 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 20:43:46,524 INFO [train.py:967] (3/8) Epoch 3, validation: loss=0.2016, simple_loss=0.3066, pruned_loss=0.04835, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 20:45:28,207 INFO [train.py:927] (3/8) Epoch 3, batch 21050, giga_loss[loss=0.2284, simple_loss=0.3049, pruned_loss=0.07593, over 12289.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03505, over 28.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3262, pruned_loss=0.09009, over 2473582.45 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06654, over 17315.80 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3348, pruned_loss=0.1015, over 2466584.43 frames. utt_duration=1206 frames, utt_pad_proportion=0.07449, over 8189.60 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3249, pruned_loss=0.0881, over 2474141.53 frames. utt_duration=536 frames, utt_pad_proportion=0.06727, over 18515.81 utterances.], batch size: 28, lr: 7.72e-04
2022-08-21 20:47:14,414 INFO [train.py:927] (3/8) Epoch 3, batch 21100, giga_loss[loss=0.2742, simple_loss=0.3341, pruned_loss=0.1071, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.325, pruned_loss=0.08868, over 2473909.74 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06489, over 17369.10 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3348, pruned_loss=0.1013, over 2466763.84 frames. utt_duration=1206 frames, utt_pad_proportion=0.07371, over 8188.71 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3237, pruned_loss=0.08695, over 2474413.68 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06581, over 18620.02 utterances.], batch size: 259, lr: 7.72e-04
2022-08-21 20:48:58,632 INFO [train.py:927] (3/8) Epoch 3, batch 21150, giga_loss[loss=0.2261, simple_loss=0.3035, pruned_loss=0.07431, over 12438.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04757, over 161.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3209, pruned_loss=0.08649, over 2474703.78 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06445, over 17866.42 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3341, pruned_loss=0.101, over 2466893.13 frames. utt_duration=1209 frames, utt_pad_proportion=0.07314, over 8173.16 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3202, pruned_loss=0.08501, over 2475179.05 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06532, over 19102.97 utterances.], batch size: 161, lr: 7.72e-04
2022-08-21 20:50:44,209 INFO [train.py:927] (3/8) Epoch 3, batch 21200, giga_loss[loss=0.1974, simple_loss=0.2614, pruned_loss=0.06667, over 12341.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1887, over 366.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3151, pruned_loss=0.08369, over 2474704.77 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06991, over 18645.90 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3335, pruned_loss=0.1007, over 2467190.19 frames. utt_duration=1213 frames, utt_pad_proportion=0.07211, over 8148.92 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3147, pruned_loss=0.08252, over 2474955.69 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07057, over 19815.67 utterances.], batch size: 366, lr: 7.71e-04
2022-08-21 20:52:36,858 INFO [train.py:927] (3/8) Epoch 3, batch 21250, giga_loss[loss=0.2118, simple_loss=0.29, pruned_loss=0.06682, over 12293.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05079, over 26.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3148, pruned_loss=0.08352, over 2474364.08 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07619, over 19612.03 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3337, pruned_loss=0.1005, over 2466796.49 frames. utt_duration=1216 frames, utt_pad_proportion=0.07105, over 8124.16 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3141, pruned_loss=0.08252, over 2475069.84 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07685, over 20783.23 utterances.], batch size: 26, lr: 7.71e-04
2022-08-21 20:54:18,868 INFO [train.py:927] (3/8) Epoch 3, batch 21300, libri_loss[loss=0.2815, simple_loss=0.3415, pruned_loss=0.1107, over 12276.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00765, over 37.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3161, pruned_loss=0.08462, over 2473955.85 frames. utt_duration=523 frames, utt_pad_proportion=0.07217, over 18975.46 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3351, pruned_loss=0.1009, over 2466858.41 frames. utt_duration=1214 frames, utt_pad_proportion=0.07046, over 8139.99 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3135, pruned_loss=0.08269, over 2474768.70 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07319, over 20355.49 utterances.], batch size: 37, lr: 7.71e-04
2022-08-21 20:56:00,385 INFO [train.py:927] (3/8) Epoch 3, batch 21350, giga_loss[loss=0.2156, simple_loss=0.2858, pruned_loss=0.07276, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03166, over 39.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3127, pruned_loss=0.08382, over 2473297.39 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07475, over 19217.69 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.335, pruned_loss=0.1013, over 2467005.72 frames. utt_duration=1220 frames, utt_pad_proportion=0.06922, over 8101.00 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3102, pruned_loss=0.08164, over 2473958.28 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07585, over 20591.23 utterances.], batch size: 39, lr: 7.71e-04
2022-08-21 20:57:43,775 INFO [train.py:927] (3/8) Epoch 3, batch 21400, giga_loss[loss=0.2023, simple_loss=0.2727, pruned_loss=0.06598, over 12171.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03252, over 36.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3085, pruned_loss=0.08192, over 2472036.55 frames. utt_duration=554 frames, utt_pad_proportion=0.0694, over 17897.17 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3347, pruned_loss=0.1013, over 2466452.41 frames. utt_duration=1223 frames, utt_pad_proportion=0.06809, over 8079.39 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3059, pruned_loss=0.07952, over 2473284.72 frames. utt_duration=511.2 frames, utt_pad_proportion=0.07118, over 19409.57 utterances.], batch size: 36, lr: 7.70e-04
2022-08-21 20:59:24,627 INFO [train.py:927] (3/8) Epoch 3, batch 21450, giga_loss[loss=0.2279, simple_loss=0.3021, pruned_loss=0.07689, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03982, over 33.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3052, pruned_loss=0.08015, over 2472136.95 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06437, over 17327.10 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3344, pruned_loss=0.101, over 2466409.62 frames. utt_duration=1227 frames, utt_pad_proportion=0.06626, over 8047.10 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3026, pruned_loss=0.0778, over 2473368.45 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06689, over 18867.42 utterances.], batch size: 33, lr: 7.70e-04
2022-08-21 21:01:07,038 INFO [train.py:927] (3/8) Epoch 3, batch 21500, giga_loss[loss=0.2129, simple_loss=0.2774, pruned_loss=0.07414, over 12428.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02301, over 48.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3029, pruned_loss=0.07899, over 2471734.12 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06869, over 17039.43 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3351, pruned_loss=0.1013, over 2466447.31 frames. utt_duration=1215 frames, utt_pad_proportion=0.06983, over 8131.54 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.2994, pruned_loss=0.07641, over 2472804.66 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06889, over 18394.17 utterances.], batch size: 48, lr: 7.70e-04
2022-08-21 21:02:49,419 INFO [train.py:927] (3/8) Epoch 3, batch 21550, libri_loss[loss=0.231, simple_loss=0.2931, pruned_loss=0.08443, over 12180.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009364, over 30.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3014, pruned_loss=0.07812, over 2472561.18 frames. utt_duration=581.5 frames, utt_pad_proportion=0.066, over 17051.05 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3358, pruned_loss=0.1015, over 2466506.91 frames. utt_duration=1214 frames, utt_pad_proportion=0.06965, over 8137.83 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.2974, pruned_loss=0.07531, over 2473513.64 frames. utt_duration=541.2 frames, utt_pad_proportion=0.0664, over 18331.14 utterances.], batch size: 30, lr: 7.70e-04
2022-08-21 21:04:35,689 INFO [train.py:927] (3/8) Epoch 3, batch 21600, giga_loss[loss=0.2641, simple_loss=0.3289, pruned_loss=0.0996, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07252, over 212.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3042, pruned_loss=0.07991, over 2472738.29 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06517, over 17105.11 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3355, pruned_loss=0.1015, over 2466722.38 frames. utt_duration=1218 frames, utt_pad_proportion=0.06846, over 8111.58 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3005, pruned_loss=0.07721, over 2473408.96 frames. utt_duration=540.6 frames, utt_pad_proportion=0.066, over 18352.04 utterances.], batch size: 212, lr: 7.69e-04
2022-08-21 21:06:18,747 INFO [train.py:927] (3/8) Epoch 3, batch 21650, giga_loss[loss=0.2731, simple_loss=0.344, pruned_loss=0.1011, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03529, over 104.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3097, pruned_loss=0.08349, over 2473729.22 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06353, over 17379.33 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3352, pruned_loss=0.1014, over 2466885.57 frames. utt_duration=1219 frames, utt_pad_proportion=0.06794, over 8104.46 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3067, pruned_loss=0.08131, over 2474163.30 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06448, over 18457.09 utterances.], batch size: 104, lr: 7.69e-04
2022-08-21 21:08:01,751 INFO [train.py:927] (3/8) Epoch 3, batch 21700, giga_loss[loss=0.2504, simple_loss=0.3394, pruned_loss=0.08071, over 12362.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03175, over 51.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3165, pruned_loss=0.08663, over 2474258.69 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06333, over 18049.42 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3356, pruned_loss=0.1019, over 2466815.55 frames. utt_duration=1222 frames, utt_pad_proportion=0.06721, over 8081.97 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3135, pruned_loss=0.0842, over 2474767.63 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06433, over 19057.85 utterances.], batch size: 51, lr: 7.69e-04
2022-08-21 21:09:44,721 INFO [train.py:927] (3/8) Epoch 3, batch 21750, giga_loss[loss=0.2807, simple_loss=0.3479, pruned_loss=0.1067, over 12428.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3233, pruned_loss=0.09074, over 2474311.71 frames. utt_duration=524.9 frames, utt_pad_proportion=0.07156, over 18907.61 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3357, pruned_loss=0.102, over 2467331.24 frames. utt_duration=1228 frames, utt_pad_proportion=0.06546, over 8044.74 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3203, pruned_loss=0.08829, over 2474473.56 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07262, over 20083.87 utterances.], batch size: 184, lr: 7.69e-04
2022-08-21 21:11:26,785 INFO [train.py:927] (3/8) Epoch 3, batch 21800, giga_loss[loss=0.2462, simple_loss=0.3247, pruned_loss=0.08386, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03577, over 28.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3228, pruned_loss=0.09021, over 2473497.45 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07622, over 19694.81 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3357, pruned_loss=0.102, over 2467545.83 frames. utt_duration=1228 frames, utt_pad_proportion=0.06473, over 8044.87 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3202, pruned_loss=0.08803, over 2473559.48 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07716, over 20832.38 utterances.], batch size: 28, lr: 7.68e-04
2022-08-21 21:13:10,376 INFO [train.py:927] (3/8) Epoch 3, batch 21850, giga_loss[loss=0.2423, simple_loss=0.3188, pruned_loss=0.08295, over 12356.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02829, over 85.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3208, pruned_loss=0.08692, over 2473959.39 frames. utt_duration=528.5 frames, utt_pad_proportion=0.07186, over 18776.28 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3356, pruned_loss=0.102, over 2467723.34 frames. utt_duration=1232 frames, utt_pad_proportion=0.06373, over 8023.15 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3185, pruned_loss=0.08498, over 2473959.66 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07328, over 19896.35 utterances.], batch size: 85, lr: 7.68e-04
2022-08-21 21:14:55,140 INFO [train.py:927] (3/8) Epoch 3, batch 21900, giga_loss[loss=0.259, simple_loss=0.332, pruned_loss=0.09295, over 12354.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04574, over 37.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3228, pruned_loss=0.08847, over 2473444.78 frames. utt_duration=535.4 frames, utt_pad_proportion=0.0722, over 18532.23 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3354, pruned_loss=0.1021, over 2467553.87 frames. utt_duration=1238 frames, utt_pad_proportion=0.06253, over 7981.76 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3207, pruned_loss=0.08636, over 2473809.50 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07387, over 19816.51 utterances.], batch size: 37, lr: 7.68e-04
2022-08-21 21:16:40,239 INFO [train.py:927] (3/8) Epoch 3, batch 21950, giga_loss[loss=0.2568, simple_loss=0.3336, pruned_loss=0.09003, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3243, pruned_loss=0.08906, over 2473232.64 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06936, over 17878.80 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3357, pruned_loss=0.102, over 2467645.38 frames. utt_duration=1240 frames, utt_pad_proportion=0.06133, over 7967.35 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3221, pruned_loss=0.08717, over 2473585.09 frames. utt_duration=518.4 frames, utt_pad_proportion=0.07142, over 19141.69 utterances.], batch size: 85, lr: 7.68e-04
2022-08-21 21:18:22,788 INFO [train.py:927] (3/8) Epoch 3, batch 22000, giga_loss[loss=0.2601, simple_loss=0.3329, pruned_loss=0.09359, over 12394.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03027, over 62.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3263, pruned_loss=0.09019, over 2473960.51 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06488, over 17945.55 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3366, pruned_loss=0.1022, over 2467839.27 frames. utt_duration=1239 frames, utt_pad_proportion=0.06113, over 7977.61 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3237, pruned_loss=0.08838, over 2474111.24 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06685, over 19024.72 utterances.], batch size: 62, lr: 7.67e-04
2022-08-21 21:20:04,889 INFO [train.py:927] (3/8) Epoch 3, batch 22050, giga_loss[loss=0.2652, simple_loss=0.3352, pruned_loss=0.0976, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3267, pruned_loss=0.08962, over 2472958.74 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06427, over 17283.90 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3367, pruned_loss=0.1023, over 2467965.53 frames. utt_duration=1242 frames, utt_pad_proportion=0.06005, over 7957.52 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3242, pruned_loss=0.08781, over 2473094.06 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06638, over 18376.28 utterances.], batch size: 45, lr: 7.67e-04
2022-08-21 21:21:48,009 INFO [train.py:927] (3/8) Epoch 3, batch 22100, giga_loss[loss=0.2275, simple_loss=0.3047, pruned_loss=0.07511, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04375, over 34.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3274, pruned_loss=0.09014, over 2472221.27 frames. utt_duration=574 frames, utt_pad_proportion=0.06665, over 17274.31 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3358, pruned_loss=0.1018, over 2467487.54 frames. utt_duration=1251 frames, utt_pad_proportion=0.05777, over 7900.83 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3258, pruned_loss=0.08845, over 2473013.22 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06922, over 18686.69 utterances.], batch size: 34, lr: 7.67e-04
2022-08-21 21:23:31,251 INFO [train.py:927] (3/8) Epoch 3, batch 22150, giga_loss[loss=0.2385, simple_loss=0.3164, pruned_loss=0.0803, over 12385.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02958, over 62.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3266, pruned_loss=0.08996, over 2472680.00 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06904, over 17430.50 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3361, pruned_loss=0.1022, over 2467932.44 frames. utt_duration=1228 frames, utt_pad_proportion=0.06608, over 8049.65 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3249, pruned_loss=0.08809, over 2472996.92 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06785, over 18583.47 utterances.], batch size: 62, lr: 7.67e-04
2022-08-21 21:25:15,274 INFO [train.py:927] (3/8) Epoch 3, batch 22200, giga_loss[loss=0.2676, simple_loss=0.3367, pruned_loss=0.09929, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3258, pruned_loss=0.08948, over 2472993.98 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06452, over 16983.59 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3362, pruned_loss=0.1021, over 2467971.22 frames. utt_duration=1231 frames, utt_pad_proportion=0.06505, over 8027.81 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3241, pruned_loss=0.08781, over 2473310.63 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06421, over 18083.42 utterances.], batch size: 133, lr: 7.66e-04
2022-08-21 21:26:56,237 INFO [train.py:927] (3/8) Epoch 3, batch 22250, giga_loss[loss=0.2626, simple_loss=0.326, pruned_loss=0.0996, over 12397.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04238, over 37.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3286, pruned_loss=0.09098, over 2471972.90 frames. utt_duration=614.1 frames, utt_pad_proportion=0.06578, over 16139.98 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3383, pruned_loss=0.103, over 2467783.10 frames. utt_duration=1239 frames, utt_pad_proportion=0.06314, over 7979.51 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3251, pruned_loss=0.08849, over 2472549.48 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06619, over 17376.73 utterances.], batch size: 37, lr: 7.66e-04
2022-08-21 21:28:37,272 INFO [train.py:927] (3/8) Epoch 3, batch 22300, libri_loss[loss=0.2603, simple_loss=0.3254, pruned_loss=0.09757, over 12376.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009731, over 38.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3272, pruned_loss=0.08915, over 2471733.39 frames. utt_duration=634.2 frames, utt_pad_proportion=0.06371, over 15627.48 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3373, pruned_loss=0.1024, over 2468019.63 frames. utt_duration=1246 frames, utt_pad_proportion=0.06116, over 7935.06 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3249, pruned_loss=0.08712, over 2472138.86 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06508, over 17002.04 utterances.], batch size: 38, lr: 7.66e-04
2022-08-21 21:30:19,866 INFO [train.py:927] (3/8) Epoch 3, batch 22350, giga_loss[loss=0.2506, simple_loss=0.3254, pruned_loss=0.08785, over 12375.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02665, over 66.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3257, pruned_loss=0.08886, over 2472236.05 frames. utt_duration=614.5 frames, utt_pad_proportion=0.06908, over 16132.36 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.337, pruned_loss=0.1022, over 2468144.19 frames. utt_duration=1245 frames, utt_pad_proportion=0.0611, over 7941.14 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.324, pruned_loss=0.0872, over 2472521.25 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06985, over 17357.59 utterances.], batch size: 66, lr: 7.65e-04
2022-08-21 21:32:03,144 INFO [train.py:927] (3/8) Epoch 3, batch 22400, libri_loss[loss=0.2214, simple_loss=0.2958, pruned_loss=0.07351, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005869, over 33.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3228, pruned_loss=0.08732, over 2472293.45 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06724, over 16597.43 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3363, pruned_loss=0.1019, over 2467982.92 frames. utt_duration=1251 frames, utt_pad_proportion=0.0598, over 7898.51 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3217, pruned_loss=0.08587, over 2472781.17 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06853, over 17846.12 utterances.], batch size: 33, lr: 7.65e-04
2022-08-21 21:33:44,691 INFO [train.py:927] (3/8) Epoch 3, batch 22450, giga_loss[loss=0.2255, simple_loss=0.3031, pruned_loss=0.07401, over 12446.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04115, over 114.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3218, pruned_loss=0.08739, over 2472668.34 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06394, over 16616.85 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3358, pruned_loss=0.1017, over 2467951.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.05954, over 7902.76 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3209, pruned_loss=0.08605, over 2473195.96 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06537, over 17845.78 utterances.], batch size: 114, lr: 7.65e-04
2022-08-21 21:35:28,095 INFO [train.py:927] (3/8) Epoch 3, batch 22500, giga_loss[loss=0.2386, simple_loss=0.3152, pruned_loss=0.08098, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0343, over 86.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3181, pruned_loss=0.0858, over 2472376.00 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06738, over 17128.27 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.336, pruned_loss=0.1018, over 2467990.42 frames. utt_duration=1238 frames, utt_pad_proportion=0.06349, over 7981.25 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3172, pruned_loss=0.08456, over 2472776.18 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06686, over 18059.76 utterances.], batch size: 86, lr: 7.65e-04
2022-08-21 21:37:09,245 INFO [train.py:927] (3/8) Epoch 3, batch 22550, giga_loss[loss=0.1961, simple_loss=0.2762, pruned_loss=0.05801, over 12447.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3143, pruned_loss=0.08328, over 2472469.74 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06429, over 16787.42 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3364, pruned_loss=0.1018, over 2467672.91 frames. utt_duration=1242 frames, utt_pad_proportion=0.0628, over 7957.63 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.313, pruned_loss=0.08212, over 2473126.08 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06429, over 17662.01 utterances.], batch size: 75, lr: 7.64e-04
2022-08-21 21:38:47,147 INFO [train.py:927] (3/8) Epoch 3, batch 22600, giga_loss[loss=0.2287, simple_loss=0.2965, pruned_loss=0.08043, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03155, over 42.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3137, pruned_loss=0.08342, over 2472016.19 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05962, over 16348.75 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3361, pruned_loss=0.1015, over 2467671.26 frames. utt_duration=1244 frames, utt_pad_proportion=0.06115, over 7942.35 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3123, pruned_loss=0.08213, over 2472713.87 frames. utt_duration=571 frames, utt_pad_proportion=0.06052, over 17367.34 utterances.], batch size: 42, lr: 7.64e-04
2022-08-21 21:40:27,361 INFO [train.py:927] (3/8) Epoch 3, batch 22650, giga_loss[loss=0.2435, simple_loss=0.3305, pruned_loss=0.07826, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02696, over 70.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3156, pruned_loss=0.08316, over 2472547.38 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05714, over 16490.57 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3361, pruned_loss=0.1016, over 2467904.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.065, over 8022.42 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3138, pruned_loss=0.08156, over 2473004.65 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05632, over 17474.54 utterances.], batch size: 70, lr: 7.64e-04
2022-08-21 21:42:08,406 INFO [train.py:927] (3/8) Epoch 3, batch 22700, giga_loss[loss=0.2361, simple_loss=0.3195, pruned_loss=0.07632, over 12417.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07209, over 212.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3156, pruned_loss=0.08217, over 2473077.31 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05738, over 17331.77 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3362, pruned_loss=0.1017, over 2467993.64 frames. utt_duration=1234 frames, utt_pad_proportion=0.06422, over 8011.15 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3138, pruned_loss=0.08057, over 2473421.98 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05701, over 18234.03 utterances.], batch size: 212, lr: 7.64e-04
2022-08-21 21:43:48,015 INFO [train.py:927] (3/8) Epoch 3, batch 22750, giga_loss[loss=0.2515, simple_loss=0.3302, pruned_loss=0.08642, over 12441.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03521, over 98.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3172, pruned_loss=0.08286, over 2473398.27 frames. utt_duration=568 frames, utt_pad_proportion=0.05517, over 17466.19 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3374, pruned_loss=0.1019, over 2467808.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.06372, over 8006.71 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3143, pruned_loss=0.08092, over 2473981.09 frames. utt_duration=539.1 frames, utt_pad_proportion=0.0551, over 18407.62 utterances.], batch size: 98, lr: 7.63e-04
2022-08-21 21:45:29,396 INFO [train.py:927] (3/8) Epoch 3, batch 22800, giga_loss[loss=0.2272, simple_loss=0.2929, pruned_loss=0.08075, over 12177.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03506, over 39.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3182, pruned_loss=0.08386, over 2473693.91 frames. utt_duration=559.2 frames, utt_pad_proportion=0.0529, over 17741.94 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3375, pruned_loss=0.1022, over 2467941.37 frames. utt_duration=1234 frames, utt_pad_proportion=0.06295, over 8010.58 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3154, pruned_loss=0.08178, over 2474138.61 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05318, over 18663.30 utterances.], batch size: 39, lr: 7.63e-04
2022-08-21 21:47:11,502 INFO [train.py:927] (3/8) Epoch 3, batch 22850, giga_loss[loss=0.2427, simple_loss=0.3264, pruned_loss=0.07947, over 12465.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.02741, over 75.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3205, pruned_loss=0.08522, over 2473453.15 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05376, over 17707.73 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3373, pruned_loss=0.1022, over 2467868.14 frames. utt_duration=1232 frames, utt_pad_proportion=0.06246, over 8024.18 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3179, pruned_loss=0.08301, over 2474063.38 frames. utt_duration=529.7 frames, utt_pad_proportion=0.05399, over 18734.63 utterances.], batch size: 75, lr: 7.63e-04
2022-08-21 21:48:51,505 INFO [train.py:927] (3/8) Epoch 3, batch 22900, giga_loss[loss=0.2355, simple_loss=0.3242, pruned_loss=0.07346, over 12425.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04891, over 161.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3215, pruned_loss=0.08561, over 2473421.45 frames. utt_duration=550.9 frames, utt_pad_proportion=0.0573, over 18009.43 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3372, pruned_loss=0.1021, over 2467692.57 frames. utt_duration=1235 frames, utt_pad_proportion=0.06144, over 8002.86 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.319, pruned_loss=0.08356, over 2474202.12 frames. utt_duration=520.5 frames, utt_pad_proportion=0.05761, over 19068.47 utterances.], batch size: 161, lr: 7.63e-04
2022-08-21 21:50:34,059 INFO [train.py:927] (3/8) Epoch 3, batch 22950, giga_loss[loss=0.2019, simple_loss=0.2837, pruned_loss=0.06007, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0323, over 42.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.322, pruned_loss=0.08552, over 2473645.37 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05471, over 17339.84 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3372, pruned_loss=0.102, over 2467559.49 frames. utt_duration=1235 frames, utt_pad_proportion=0.0603, over 8001.22 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3194, pruned_loss=0.08334, over 2474575.36 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05545, over 18542.12 utterances.], batch size: 42, lr: 7.62e-04
2022-08-21 21:52:16,182 INFO [train.py:927] (3/8) Epoch 3, batch 23000, giga_loss[loss=0.3088, simple_loss=0.3533, pruned_loss=0.1322, over 12400.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3204, pruned_loss=0.08498, over 2473064.65 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05323, over 17147.93 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3371, pruned_loss=0.102, over 2467511.03 frames. utt_duration=1238 frames, utt_pad_proportion=0.05899, over 7979.34 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.318, pruned_loss=0.08273, over 2474015.82 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05434, over 18363.65 utterances.], batch size: 259, lr: 7.62e-04
2022-08-21 21:53:55,748 INFO [train.py:927] (3/8) Epoch 3, batch 23050, giga_loss[loss=0.219, simple_loss=0.2981, pruned_loss=0.06993, over 12446.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03159, over 55.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3166, pruned_loss=0.08263, over 2472841.34 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05039, over 16618.42 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3366, pruned_loss=0.1015, over 2467195.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.05825, over 7963.33 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3146, pruned_loss=0.08079, over 2474006.13 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05169, over 17840.71 utterances.], batch size: 55, lr: 7.62e-04
2022-08-21 21:55:35,493 INFO [train.py:927] (3/8) Epoch 3, batch 23100, giga_loss[loss=0.2409, simple_loss=0.3221, pruned_loss=0.07982, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02856, over 66.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3169, pruned_loss=0.08182, over 2472879.04 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05331, over 17140.73 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3363, pruned_loss=0.1016, over 2467321.15 frames. utt_duration=1245 frames, utt_pad_proportion=0.05775, over 7938.02 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3154, pruned_loss=0.08002, over 2473746.41 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05435, over 18254.76 utterances.], batch size: 66, lr: 7.62e-04
2022-08-21 21:57:16,294 INFO [train.py:927] (3/8) Epoch 3, batch 23150, giga_loss[loss=0.2125, simple_loss=0.2903, pruned_loss=0.0673, over 12187.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04206, over 28.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3162, pruned_loss=0.08173, over 2473027.64 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05608, over 17055.96 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3364, pruned_loss=0.1015, over 2467485.65 frames. utt_duration=1248 frames, utt_pad_proportion=0.05735, over 7920.69 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3148, pruned_loss=0.08022, over 2473605.57 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05694, over 18035.70 utterances.], batch size: 28, lr: 7.61e-04
2022-08-21 21:58:57,081 INFO [train.py:927] (3/8) Epoch 3, batch 23200, giga_loss[loss=0.2407, simple_loss=0.3076, pruned_loss=0.08693, over 12345.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3153, pruned_loss=0.08269, over 2472771.83 frames. utt_duration=583 frames, utt_pad_proportion=0.05375, over 17008.44 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3362, pruned_loss=0.1014, over 2467607.78 frames. utt_duration=1243 frames, utt_pad_proportion=0.05802, over 7951.39 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3139, pruned_loss=0.08119, over 2473249.06 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05424, over 17966.15 utterances.], batch size: 97, lr: 7.61e-04
2022-08-21 22:00:45,032 INFO [train.py:927] (3/8) Epoch 3, batch 23250, giga_loss[loss=0.2068, simple_loss=0.2799, pruned_loss=0.06686, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02819, over 48.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3126, pruned_loss=0.08202, over 2472959.31 frames. utt_duration=591 frames, utt_pad_proportion=0.05133, over 16780.23 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3354, pruned_loss=0.101, over 2467268.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.0572, over 7917.63 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3118, pruned_loss=0.08084, over 2473742.16 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05214, over 17736.77 utterances.], batch size: 48, lr: 7.61e-04
2022-08-21 22:02:26,101 INFO [train.py:927] (3/8) Epoch 3, batch 23300, giga_loss[loss=0.2138, simple_loss=0.2957, pruned_loss=0.06593, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02882, over 80.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3111, pruned_loss=0.08186, over 2473404.54 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05556, over 17340.10 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.336, pruned_loss=0.1012, over 2467790.40 frames. utt_duration=1238 frames, utt_pad_proportion=0.06106, over 7986.14 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3092, pruned_loss=0.08023, over 2473667.55 frames. utt_duration=543.1 frames, utt_pad_proportion=0.0544, over 18268.76 utterances.], batch size: 80, lr: 7.61e-04
2022-08-21 22:04:07,800 INFO [train.py:927] (3/8) Epoch 3, batch 23350, giga_loss[loss=0.2369, simple_loss=0.3097, pruned_loss=0.0821, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03482, over 39.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3082, pruned_loss=0.08047, over 2472841.76 frames. utt_duration=594 frames, utt_pad_proportion=0.0534, over 16693.95 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3365, pruned_loss=0.1014, over 2467531.28 frames. utt_duration=1241 frames, utt_pad_proportion=0.05974, over 7961.85 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3055, pruned_loss=0.07839, over 2473460.34 frames. utt_duration=558.7 frames, utt_pad_proportion=0.053, over 17754.92 utterances.], batch size: 39, lr: 7.60e-04
2022-08-21 22:05:48,053 INFO [train.py:927] (3/8) Epoch 3, batch 23400, giga_loss[loss=0.2563, simple_loss=0.3293, pruned_loss=0.09163, over 12431.00 frames. utt_duration=509.1 frames, utt_pad_proportion=0.03581, over 98.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.311, pruned_loss=0.0816, over 2472560.38 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05566, over 17157.61 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.336, pruned_loss=0.1011, over 2467248.06 frames. utt_duration=1245 frames, utt_pad_proportion=0.05913, over 7935.54 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3089, pruned_loss=0.07988, over 2473372.58 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05549, over 18142.07 utterances.], batch size: 98, lr: 7.60e-04
2022-08-21 22:07:29,412 INFO [train.py:927] (3/8) Epoch 3, batch 23450, giga_loss[loss=0.2784, simple_loss=0.3517, pruned_loss=0.1026, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02524, over 48.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.314, pruned_loss=0.08318, over 2472159.96 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05843, over 17368.20 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3361, pruned_loss=0.1014, over 2467163.90 frames. utt_duration=1245 frames, utt_pad_proportion=0.05861, over 7935.95 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3118, pruned_loss=0.08125, over 2472977.32 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05837, over 18326.10 utterances.], batch size: 48, lr: 7.60e-04
2022-08-21 22:09:12,137 INFO [train.py:927] (3/8) Epoch 3, batch 23500, giga_loss[loss=0.2795, simple_loss=0.3449, pruned_loss=0.107, over 12401.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3157, pruned_loss=0.08358, over 2472246.41 frames. utt_duration=587.6 frames, utt_pad_proportion=0.0572, over 16873.91 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3361, pruned_loss=0.1013, over 2467180.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.05796, over 7922.02 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3137, pruned_loss=0.08192, over 2472932.83 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05747, over 17765.28 utterances.], batch size: 113, lr: 7.60e-04
2022-08-21 22:11:01,180 INFO [train.py:927] (3/8) Epoch 3, batch 23550, giga_loss[loss=0.3106, simple_loss=0.3562, pruned_loss=0.1325, over 12364.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3243, pruned_loss=0.09061, over 2472101.35 frames. utt_duration=566 frames, utt_pad_proportion=0.06303, over 17515.27 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3362, pruned_loss=0.1011, over 2466783.12 frames. utt_duration=1239 frames, utt_pad_proportion=0.06079, over 7970.34 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3221, pruned_loss=0.08892, over 2473173.10 frames. utt_duration=535.7 frames, utt_pad_proportion=0.062, over 18517.06 utterances.], batch size: 369, lr: 7.59e-04
2022-08-21 22:12:43,951 INFO [train.py:927] (3/8) Epoch 3, batch 23600, giga_loss[loss=0.2545, simple_loss=0.3268, pruned_loss=0.09111, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.036, over 37.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3304, pruned_loss=0.09529, over 2473152.92 frames. utt_duration=544 frames, utt_pad_proportion=0.06896, over 18236.22 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3359, pruned_loss=0.101, over 2467202.78 frames. utt_duration=1243 frames, utt_pad_proportion=0.05941, over 7951.47 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3286, pruned_loss=0.09381, over 2473783.03 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06856, over 19338.08 utterances.], batch size: 37, lr: 7.59e-04
2022-08-21 22:14:30,817 INFO [train.py:927] (3/8) Epoch 3, batch 23650, giga_loss[loss=0.285, simple_loss=0.3552, pruned_loss=0.1074, over 12397.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03906, over 105.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3381, pruned_loss=0.1018, over 2473765.27 frames. utt_duration=519.7 frames, utt_pad_proportion=0.07273, over 19092.61 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3357, pruned_loss=0.1009, over 2467456.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.05862, over 7936.56 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3368, pruned_loss=0.1007, over 2474158.78 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07253, over 20145.49 utterances.], batch size: 105, lr: 7.59e-04
2022-08-21 22:16:16,649 INFO [train.py:927] (3/8) Epoch 3, batch 23700, giga_loss[loss=0.2789, simple_loss=0.3396, pruned_loss=0.1091, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3442, pruned_loss=0.1076, over 2474163.06 frames. utt_duration=479.3 frames, utt_pad_proportion=0.08295, over 20712.08 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.336, pruned_loss=0.1009, over 2467561.02 frames. utt_duration=1243 frames, utt_pad_proportion=0.05848, over 7949.48 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.343, pruned_loss=0.1067, over 2474495.10 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08246, over 21723.03 utterances.], batch size: 42, lr: 7.59e-04
2022-08-21 22:18:02,335 INFO [train.py:927] (3/8) Epoch 3, batch 23750, giga_loss[loss=0.2835, simple_loss=0.3422, pruned_loss=0.1124, over 12218.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03203, over 39.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3495, pruned_loss=0.1131, over 2473990.38 frames. utt_duration=453.5 frames, utt_pad_proportion=0.0867, over 21889.70 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3356, pruned_loss=0.1008, over 2467197.46 frames. utt_duration=1247 frames, utt_pad_proportion=0.05729, over 7920.40 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3492, pruned_loss=0.1128, over 2474739.17 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08675, over 23090.41 utterances.], batch size: 39, lr: 7.58e-04
2022-08-21 22:19:52,769 INFO [train.py:927] (3/8) Epoch 3, batch 23800, libri_loss[loss=0.2337, simple_loss=0.3093, pruned_loss=0.07905, over 12128.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006201, over 32.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3528, pruned_loss=0.1154, over 2473345.72 frames. utt_duration=461 frames, utt_pad_proportion=0.08136, over 21531.36 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3349, pruned_loss=0.1003, over 2466816.20 frames. utt_duration=1249 frames, utt_pad_proportion=0.05694, over 7906.57 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.3536, pruned_loss=0.116, over 2474481.96 frames. utt_duration=434 frames, utt_pad_proportion=0.08207, over 22884.41 utterances.], batch size: 32, lr: 7.58e-04
2022-08-21 22:21:41,829 INFO [train.py:927] (3/8) Epoch 3, batch 23850, giga_loss[loss=0.3549, simple_loss=0.3822, pruned_loss=0.1639, over 12346.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3548, pruned_loss=0.1182, over 2473885.02 frames. utt_duration=444 frames, utt_pad_proportion=0.08215, over 22359.31 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.3347, pruned_loss=0.1003, over 2466867.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.05607, over 7888.61 utterances.], giga_tot_loss[loss=0.2969, simple_loss=0.3559, pruned_loss=0.1189, over 2474848.72 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08301, over 23689.89 utterances.], batch size: 370, lr: 7.58e-04
2022-08-21 22:23:25,941 INFO [train.py:927] (3/8) Epoch 3, batch 23900, giga_loss[loss=0.2711, simple_loss=0.3462, pruned_loss=0.09799, over 12361.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03291, over 51.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3543, pruned_loss=0.1167, over 2474162.61 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07999, over 21911.54 utterances.], libri_tot_loss[loss=0.2669, simple_loss=0.3341, pruned_loss=0.09987, over 2467189.78 frames. utt_duration=1248 frames, utt_pad_proportion=0.05517, over 7914.46 utterances.], giga_tot_loss[loss=0.2968, simple_loss=0.3567, pruned_loss=0.1185, over 2474968.40 frames. utt_duration=421 frames, utt_pad_proportion=0.08146, over 23597.81 utterances.], batch size: 51, lr: 7.58e-04
2022-08-21 22:25:11,935 INFO [train.py:927] (3/8) Epoch 3, batch 23950, giga_loss[loss=0.2421, simple_loss=0.3239, pruned_loss=0.08015, over 12374.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02659, over 66.00 utterances.], tot_loss[loss=0.296, simple_loss=0.3563, pruned_loss=0.1179, over 2474289.43 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08032, over 22710.38 utterances.], libri_tot_loss[loss=0.2669, simple_loss=0.3341, pruned_loss=0.09987, over 2467189.78 frames. utt_duration=1248 frames, utt_pad_proportion=0.05517, over 7914.46 utterances.], giga_tot_loss[loss=0.2983, simple_loss=0.3581, pruned_loss=0.1193, over 2474916.58 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08143, over 24022.82 utterances.], batch size: 66, lr: 7.58e-04
2022-08-21 22:27:01,470 INFO [train.py:927] (3/8) Epoch 3, batch 24000, giga_loss[loss=0.2605, simple_loss=0.3405, pruned_loss=0.09026, over 12344.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.356, pruned_loss=0.1161, over 2474443.27 frames. utt_duration=434 frames, utt_pad_proportion=0.08204, over 22880.45 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.3346, pruned_loss=0.09996, over 2466939.28 frames. utt_duration=1250 frames, utt_pad_proportion=0.05402, over 7901.87 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3577, pruned_loss=0.1177, over 2475410.36 frames. utt_duration=407 frames, utt_pad_proportion=0.08339, over 24414.78 utterances.], batch size: 62, lr: 7.57e-04
2022-08-21 22:27:01,471 INFO [train.py:958] (3/8) Computing validation loss
2022-08-21 22:27:15,514 INFO [train.py:967] (3/8) 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 22:29:01,568 INFO [train.py:927] (3/8) Epoch 3, batch 24050, giga_loss[loss=0.2655, simple_loss=0.3271, pruned_loss=0.1019, over 12388.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0746, over 212.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3522, pruned_loss=0.1129, over 2474329.21 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0822, over 23121.63 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3342, pruned_loss=0.09971, over 2466937.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.05364, over 7890.91 utterances.], giga_tot_loss[loss=0.2915, simple_loss=0.3541, pruned_loss=0.1145, over 2475148.25 frames. utt_duration=406.2 frames, utt_pad_proportion=0.08342, over 24460.54 utterances.], batch size: 212, lr: 7.57e-04
2022-08-21 22:30:46,266 INFO [train.py:927] (3/8) Epoch 3, batch 24100, giga_loss[loss=0.2613, simple_loss=0.3341, pruned_loss=0.09428, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02606, over 48.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3509, pruned_loss=0.1115, over 2474661.09 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07945, over 21897.27 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3345, pruned_loss=0.1, over 2467131.69 frames. utt_duration=1241 frames, utt_pad_proportion=0.05765, over 7959.25 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3523, pruned_loss=0.1127, over 2475262.61 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07951, over 23152.74 utterances.], batch size: 48, lr: 7.57e-04
2022-08-21 22:32:44,610 INFO [train.py:927] (3/8) Epoch 3, batch 24150, giga_loss[loss=0.2516, simple_loss=0.3374, pruned_loss=0.08289, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02999, over 91.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.349, pruned_loss=0.1089, over 2474746.98 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07756, over 21673.56 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3347, pruned_loss=0.1001, over 2466747.41 frames. utt_duration=1245 frames, utt_pad_proportion=0.05704, over 7935.94 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3502, pruned_loss=0.1099, over 2475627.40 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07795, over 22856.98 utterances.], batch size: 91, lr: 7.57e-04
2022-08-21 22:34:30,203 INFO [train.py:927] (3/8) Epoch 3, batch 24200, giga_loss[loss=0.2573, simple_loss=0.3211, pruned_loss=0.09674, over 12245.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02939, over 45.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3491, pruned_loss=0.1071, over 2474427.31 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08129, over 21603.80 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.3349, pruned_loss=0.1002, over 2466934.42 frames. utt_duration=1235 frames, utt_pad_proportion=0.06054, over 8001.63 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.35, pruned_loss=0.1078, over 2475022.39 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08044, over 22594.51 utterances.], batch size: 45, lr: 7.56e-04
2022-08-21 22:36:18,634 INFO [train.py:927] (3/8) Epoch 3, batch 24250, giga_loss[loss=0.221, simple_loss=0.3036, pruned_loss=0.06922, over 12164.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04392, over 28.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3491, pruned_loss=0.1071, over 2474271.77 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07604, over 20783.32 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3354, pruned_loss=0.1005, over 2466920.46 frames. utt_duration=1228 frames, utt_pad_proportion=0.06337, over 8045.69 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3499, pruned_loss=0.1077, over 2475027.51 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07498, over 21986.76 utterances.], batch size: 28, lr: 7.56e-04
2022-08-21 22:38:01,560 INFO [train.py:927] (3/8) Epoch 3, batch 24300, giga_loss[loss=0.2788, simple_loss=0.3456, pruned_loss=0.106, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3456, pruned_loss=0.106, over 2474341.40 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07457, over 20604.76 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3347, pruned_loss=0.1003, over 2466925.83 frames. utt_duration=1235 frames, utt_pad_proportion=0.06158, over 8001.16 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3474, pruned_loss=0.1069, over 2475275.62 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07456, over 22157.13 utterances.], batch size: 62, lr: 7.56e-04
2022-08-21 22:39:50,849 INFO [train.py:927] (3/8) Epoch 3, batch 24350, giga_loss[loss=0.2218, simple_loss=0.3079, pruned_loss=0.0678, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03179, over 39.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3445, pruned_loss=0.1054, over 2474143.11 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07974, over 21704.68 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.3343, pruned_loss=0.1001, over 2466918.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.06124, over 7985.21 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3463, pruned_loss=0.1064, over 2474937.72 frames. utt_duration=430.9 frames, utt_pad_proportion=0.0796, over 23051.33 utterances.], batch size: 39, lr: 7.56e-04
2022-08-21 22:41:36,337 INFO [train.py:927] (3/8) Epoch 3, batch 24400, giga_loss[loss=0.2894, simple_loss=0.3576, pruned_loss=0.1105, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3434, pruned_loss=0.1034, over 2474200.23 frames. utt_duration=479 frames, utt_pad_proportion=0.07557, over 20723.28 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3343, pruned_loss=0.09984, over 2467277.72 frames. utt_duration=1241 frames, utt_pad_proportion=0.06059, over 7961.57 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3449, pruned_loss=0.1044, over 2474595.17 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07595, over 21990.49 utterances.], batch size: 113, lr: 7.55e-04
2022-08-21 22:43:22,108 INFO [train.py:927] (3/8) Epoch 3, batch 24450, libri_loss[loss=0.2182, simple_loss=0.2941, pruned_loss=0.07113, over 12277.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006969, over 32.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3424, pruned_loss=0.1031, over 2474287.44 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07798, over 20630.78 utterances.], libri_tot_loss[loss=0.2666, simple_loss=0.3342, pruned_loss=0.0995, over 2467408.66 frames. utt_duration=1243 frames, utt_pad_proportion=0.05924, over 7946.56 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3441, pruned_loss=0.1044, over 2474795.83 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07883, over 22198.31 utterances.], batch size: 32, lr: 7.55e-04
2022-08-21 22:45:10,483 INFO [train.py:927] (3/8) Epoch 3, batch 24500, giga_loss[loss=0.2832, simple_loss=0.3508, pruned_loss=0.1078, over 12412.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3412, pruned_loss=0.1032, over 2474335.87 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0796, over 20903.13 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3345, pruned_loss=0.09975, over 2467407.49 frames. utt_duration=1236 frames, utt_pad_proportion=0.06046, over 7996.96 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3424, pruned_loss=0.104, over 2474803.05 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07986, over 22208.06 utterances.], batch size: 80, lr: 7.55e-04
2022-08-21 22:46:56,354 INFO [train.py:927] (3/8) Epoch 3, batch 24550, giga_loss[loss=0.2667, simple_loss=0.3235, pruned_loss=0.105, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03024, over 42.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3388, pruned_loss=0.1024, over 2474522.71 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07697, over 20433.66 utterances.], libri_tot_loss[loss=0.2661, simple_loss=0.3337, pruned_loss=0.09932, over 2467422.82 frames. utt_duration=1229 frames, utt_pad_proportion=0.06367, over 8039.18 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3408, pruned_loss=0.1036, over 2475182.42 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07662, over 21969.68 utterances.], batch size: 42, lr: 7.55e-04
2022-08-21 22:48:42,178 INFO [train.py:927] (3/8) Epoch 3, batch 24600, giga_loss[loss=0.2532, simple_loss=0.3253, pruned_loss=0.09061, over 12375.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.338, pruned_loss=0.1024, over 2473802.32 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07567, over 20366.19 utterances.], libri_tot_loss[loss=0.2662, simple_loss=0.3337, pruned_loss=0.09931, over 2467543.69 frames. utt_duration=1228 frames, utt_pad_proportion=0.06302, over 8048.03 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3397, pruned_loss=0.1035, over 2474413.04 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07582, over 21935.97 utterances.], batch size: 62, lr: 7.54e-04
2022-08-21 22:50:26,836 INFO [train.py:927] (3/8) Epoch 3, batch 24650, giga_loss[loss=0.2515, simple_loss=0.3323, pruned_loss=0.0854, over 12426.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04409, over 34.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.338, pruned_loss=0.1016, over 2474068.62 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07123, over 19860.05 utterances.], libri_tot_loss[loss=0.2659, simple_loss=0.3334, pruned_loss=0.09917, over 2467437.92 frames. utt_duration=1216 frames, utt_pad_proportion=0.06702, over 8129.14 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3398, pruned_loss=0.1027, over 2474887.11 frames. utt_duration=463 frames, utt_pad_proportion=0.07046, over 21447.24 utterances.], batch size: 34, lr: 7.54e-04
2022-08-21 22:52:11,775 INFO [train.py:927] (3/8) Epoch 3, batch 24700, giga_loss[loss=0.2562, simple_loss=0.3237, pruned_loss=0.09435, over 12370.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04435, over 37.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3388, pruned_loss=0.1018, over 2474573.11 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07005, over 20190.25 utterances.], libri_tot_loss[loss=0.266, simple_loss=0.3335, pruned_loss=0.09926, over 2467276.14 frames. utt_duration=1218 frames, utt_pad_proportion=0.06653, over 8113.90 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3401, pruned_loss=0.1026, over 2475433.21 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0697, over 21563.94 utterances.], batch size: 37, lr: 7.54e-04
2022-08-21 22:54:00,594 INFO [train.py:927] (3/8) Epoch 3, batch 24750, giga_loss[loss=0.3707, simple_loss=0.3997, pruned_loss=0.1708, over 12357.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3421, pruned_loss=0.1049, over 2474855.68 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07234, over 20366.88 utterances.], libri_tot_loss[loss=0.2666, simple_loss=0.3341, pruned_loss=0.0996, over 2467321.76 frames. utt_duration=1206 frames, utt_pad_proportion=0.07062, over 8193.33 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3427, pruned_loss=0.1052, over 2475520.03 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07059, over 21423.28 utterances.], batch size: 365, lr: 7.54e-04
2022-08-21 22:55:44,947 INFO [train.py:927] (3/8) Epoch 3, batch 24800, giga_loss[loss=0.2403, simple_loss=0.3187, pruned_loss=0.08095, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02628, over 48.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3436, pruned_loss=0.107, over 2474670.49 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07714, over 20607.10 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.335, pruned_loss=0.09991, over 2467305.52 frames. utt_duration=1187 frames, utt_pad_proportion=0.07707, over 8325.27 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3436, pruned_loss=0.1073, over 2475470.77 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07347, over 21810.55 utterances.], batch size: 48, lr: 7.53e-04
2022-08-21 22:57:29,782 INFO [train.py:927] (3/8) Epoch 3, batch 24850, giga_loss[loss=0.2229, simple_loss=0.3021, pruned_loss=0.07188, over 12341.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.03034, over 66.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3422, pruned_loss=0.1062, over 2474803.17 frames. utt_duration=473.3 frames, utt_pad_proportion=0.08147, over 20978.84 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3349, pruned_loss=0.0999, over 2467515.63 frames. utt_duration=1181 frames, utt_pad_proportion=0.07958, over 8366.49 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3426, pruned_loss=0.1067, over 2475487.81 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07752, over 22300.93 utterances.], batch size: 66, lr: 7.53e-04
2022-08-21 22:59:12,735 INFO [train.py:927] (3/8) Epoch 3, batch 24900, giga_loss[loss=0.2727, simple_loss=0.3403, pruned_loss=0.1025, over 12383.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.03097, over 51.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3419, pruned_loss=0.1054, over 2475162.75 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08302, over 21284.53 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.335, pruned_loss=0.1002, over 2467520.20 frames. utt_duration=1176 frames, utt_pad_proportion=0.08104, over 8405.43 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3423, pruned_loss=0.1056, over 2475952.28 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07945, over 22735.53 utterances.], batch size: 51, lr: 7.53e-04
2022-08-21 23:01:02,144 INFO [train.py:927] (3/8) Epoch 3, batch 24950, giga_loss[loss=0.254, simple_loss=0.3168, pruned_loss=0.09555, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02973, over 42.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.339, pruned_loss=0.1037, over 2474206.66 frames. utt_duration=480 frames, utt_pad_proportion=0.08176, over 20682.66 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3347, pruned_loss=0.1, over 2467434.38 frames. utt_duration=1179 frames, utt_pad_proportion=0.08015, over 8382.43 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3397, pruned_loss=0.1041, over 2475004.27 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07923, over 22015.87 utterances.], batch size: 42, lr: 7.53e-04
2022-08-21 23:02:46,414 INFO [train.py:927] (3/8) Epoch 3, batch 25000, giga_loss[loss=0.2949, simple_loss=0.3643, pruned_loss=0.1127, over 12380.00 frames. utt_duration=343.1 frames, utt_pad_proportion=0.03885, over 145.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3395, pruned_loss=0.1038, over 2475220.24 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07811, over 20059.05 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3352, pruned_loss=0.09973, over 2467837.43 frames. utt_duration=1184 frames, utt_pad_proportion=0.07835, over 8344.76 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3398, pruned_loss=0.1045, over 2475713.20 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07684, over 21540.51 utterances.], batch size: 145, lr: 7.52e-04
2022-08-21 23:04:35,102 INFO [train.py:927] (3/8) Epoch 3, batch 25050, giga_loss[loss=0.2879, simple_loss=0.3547, pruned_loss=0.1106, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05239, over 161.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3441, pruned_loss=0.1052, over 2475050.52 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07842, over 20667.17 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3351, pruned_loss=0.09975, over 2468088.01 frames. utt_duration=1184 frames, utt_pad_proportion=0.07741, over 8347.89 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3445, pruned_loss=0.1059, over 2475336.88 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07777, over 22063.97 utterances.], batch size: 161, lr: 7.52e-04
2022-08-21 23:06:19,301 INFO [train.py:927] (3/8) Epoch 3, batch 25100, giga_loss[loss=0.4168, simple_loss=0.4247, pruned_loss=0.2044, over 12350.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2083, over 371.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3481, pruned_loss=0.1077, over 2474754.48 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07693, over 20267.56 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3354, pruned_loss=0.1001, over 2468080.57 frames. utt_duration=1181 frames, utt_pad_proportion=0.07771, over 8370.15 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3482, pruned_loss=0.1079, over 2475019.46 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07636, over 21396.02 utterances.], batch size: 371, lr: 7.52e-04
2022-08-21 23:08:05,324 INFO [train.py:927] (3/8) Epoch 3, batch 25150, giga_loss[loss=0.2819, simple_loss=0.3453, pruned_loss=0.1092, over 12416.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03857, over 43.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3501, pruned_loss=0.1101, over 2474433.71 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07836, over 20373.41 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3354, pruned_loss=0.1003, over 2468072.50 frames. utt_duration=1187 frames, utt_pad_proportion=0.0763, over 8328.36 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3505, pruned_loss=0.1103, over 2474797.19 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0783, over 21565.63 utterances.], batch size: 43, lr: 7.52e-04
2022-08-21 23:09:49,506 INFO [train.py:927] (3/8) Epoch 3, batch 25200, giga_loss[loss=0.2514, simple_loss=0.3196, pruned_loss=0.09159, over 12376.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04379, over 37.00 utterances.], tot_loss[loss=0.2862, simple_loss=0.3496, pruned_loss=0.1114, over 2474870.61 frames. utt_duration=490 frames, utt_pad_proportion=0.07464, over 20261.60 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.335, pruned_loss=0.1002, over 2468132.80 frames. utt_duration=1192 frames, utt_pad_proportion=0.0752, over 8295.97 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3505, pruned_loss=0.1118, over 2475204.18 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07514, over 21428.46 utterances.], batch size: 37, lr: 7.51e-04
2022-08-21 23:11:40,077 INFO [train.py:927] (3/8) Epoch 3, batch 25250, giga_loss[loss=0.2741, simple_loss=0.3355, pruned_loss=0.1064, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03196, over 80.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3483, pruned_loss=0.1116, over 2474875.29 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07434, over 20068.52 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3349, pruned_loss=0.1006, over 2468185.94 frames. utt_duration=1183 frames, utt_pad_proportion=0.07821, over 8355.62 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3495, pruned_loss=0.1119, over 2475273.79 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07379, over 21278.45 utterances.], batch size: 80, lr: 7.51e-04
2022-08-21 23:13:26,004 INFO [train.py:927] (3/8) Epoch 3, batch 25300, giga_loss[loss=0.2864, simple_loss=0.3546, pruned_loss=0.1091, over 12419.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.0369, over 123.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3474, pruned_loss=0.1113, over 2475598.47 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07205, over 20101.34 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3346, pruned_loss=0.1005, over 2468172.40 frames. utt_duration=1187 frames, utt_pad_proportion=0.07786, over 8328.12 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3487, pruned_loss=0.1117, over 2475987.84 frames. utt_duration=469 frames, utt_pad_proportion=0.07185, over 21184.93 utterances.], batch size: 123, lr: 7.51e-04
2022-08-21 23:15:08,816 INFO [train.py:927] (3/8) Epoch 3, batch 25350, giga_loss[loss=0.2822, simple_loss=0.3523, pruned_loss=0.1061, over 12351.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03268, over 58.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3458, pruned_loss=0.1094, over 2475051.55 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07156, over 19717.37 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3351, pruned_loss=0.1002, over 2467916.85 frames. utt_duration=1183 frames, utt_pad_proportion=0.08019, over 8354.75 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3467, pruned_loss=0.1102, over 2475776.27 frames. utt_duration=476 frames, utt_pad_proportion=0.07056, over 20867.65 utterances.], batch size: 58, lr: 7.51e-04
2022-08-21 23:16:52,519 INFO [train.py:927] (3/8) Epoch 3, batch 25400, libri_loss[loss=0.2645, simple_loss=0.3291, pruned_loss=0.09992, over 12461.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004729, over 35.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3457, pruned_loss=0.108, over 2475585.37 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06875, over 19547.41 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3355, pruned_loss=0.1001, over 2467934.02 frames. utt_duration=1188 frames, utt_pad_proportion=0.07902, over 8318.94 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3463, pruned_loss=0.109, over 2476252.69 frames. utt_duration=480 frames, utt_pad_proportion=0.06846, over 20697.60 utterances.], batch size: 35, lr: 7.50e-04
2022-08-21 23:18:41,457 INFO [train.py:927] (3/8) Epoch 3, batch 25450, giga_loss[loss=0.258, simple_loss=0.3564, pruned_loss=0.07975, over 12405.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03973, over 37.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3453, pruned_loss=0.1072, over 2475441.75 frames. utt_duration=497.3 frames, utt_pad_proportion=0.0716, over 19969.28 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.335, pruned_loss=0.09988, over 2467831.38 frames. utt_duration=1189 frames, utt_pad_proportion=0.07913, over 8315.18 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3462, pruned_loss=0.1082, over 2476144.47 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07117, over 21020.02 utterances.], batch size: 37, lr: 7.50e-04
2022-08-21 23:20:27,587 INFO [train.py:927] (3/8) Epoch 3, batch 25500, giga_loss[loss=0.2467, simple_loss=0.3316, pruned_loss=0.08084, over 12382.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04359, over 26.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3465, pruned_loss=0.1058, over 2475156.32 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06961, over 19578.06 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.335, pruned_loss=0.09996, over 2467940.76 frames. utt_duration=1191 frames, utt_pad_proportion=0.07856, over 8297.09 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3474, pruned_loss=0.1066, over 2475683.17 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06952, over 20510.51 utterances.], batch size: 26, lr: 7.50e-04
2022-08-21 23:22:11,620 INFO [train.py:927] (3/8) Epoch 3, batch 25550, giga_loss[loss=0.2942, simple_loss=0.355, pruned_loss=0.1167, over 12460.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03617, over 105.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3477, pruned_loss=0.107, over 2474888.95 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06475, over 19131.21 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3347, pruned_loss=0.1, over 2467579.52 frames. utt_duration=1197 frames, utt_pad_proportion=0.07712, over 8257.98 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3489, pruned_loss=0.1077, over 2475817.41 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06533, over 20152.89 utterances.], batch size: 105, lr: 7.50e-04
2022-08-21 23:23:53,240 INFO [train.py:927] (3/8) Epoch 3, batch 25600, giga_loss[loss=0.3892, simple_loss=0.4072, pruned_loss=0.1855, over 12369.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3494, pruned_loss=0.1092, over 2475332.00 frames. utt_duration=496 frames, utt_pad_proportion=0.06821, over 20021.71 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3348, pruned_loss=0.09987, over 2467620.42 frames. utt_duration=1199 frames, utt_pad_proportion=0.07565, over 8241.70 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3506, pruned_loss=0.11, over 2476195.15 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06897, over 21106.98 utterances.], batch size: 258, lr: 7.50e-04
2022-08-21 23:25:35,119 INFO [train.py:927] (3/8) Epoch 3, batch 25650, giga_loss[loss=0.2844, simple_loss=0.3513, pruned_loss=0.1088, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04248, over 146.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3499, pruned_loss=0.1088, over 2475462.16 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07499, over 20634.79 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3358, pruned_loss=0.1007, over 2467789.81 frames. utt_duration=1157 frames, utt_pad_proportion=0.09103, over 8545.52 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3503, pruned_loss=0.109, over 2476176.45 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06984, over 21493.28 utterances.], batch size: 146, lr: 7.49e-04
2022-08-21 23:26:31,480 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-21 23:29:01,586 INFO [train.py:927] (3/8) Epoch 4, batch 50, giga_loss[loss=0.2625, simple_loss=0.3449, pruned_loss=0.09, over 12350.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.02902, over 85.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3391, pruned_loss=0.08992, over 548359.38 frames. utt_duration=530.5 frames, utt_pad_proportion=0.05943, over 4146.27 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3157, pruned_loss=0.0758, over 24455.06 frames. utt_duration=1309 frames, utt_pad_proportion=0.01679, over 74.78 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3401, pruned_loss=0.09046, over 529141.61 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06006, over 4090.64 utterances.], batch size: 85, lr: 7.40e-04
2022-08-21 23:30:47,539 INFO [train.py:927] (3/8) Epoch 4, batch 100, libri_loss[loss=0.2737, simple_loss=0.3993, pruned_loss=0.07402, over 12181.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008923, over 30.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3166, pruned_loss=0.07942, over 975104.68 frames. utt_duration=544.6 frames, utt_pad_proportion=0.07055, over 7181.24 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3483, pruned_loss=0.07642, over 72913.12 frames. utt_duration=1402 frames, utt_pad_proportion=0.01178, over 208.21 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07968, over 929676.45 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07196, over 7127.53 utterances.], batch size: 30, lr: 7.40e-04
2022-08-21 23:32:29,225 INFO [train.py:927] (3/8) Epoch 4, batch 150, giga_loss[loss=0.2077, simple_loss=0.2813, pruned_loss=0.06701, over 12379.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3, pruned_loss=0.07181, over 1307347.05 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06526, over 9640.94 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.336, pruned_loss=0.07463, over 143876.16 frames. utt_duration=1424 frames, utt_pad_proportion=0.01325, over 404.53 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.2972, pruned_loss=0.0718, over 1235451.98 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06706, over 9629.30 utterances.], batch size: 133, lr: 7.40e-04
2022-08-21 23:34:14,009 INFO [train.py:927] (3/8) Epoch 4, batch 200, giga_loss[loss=0.1826, simple_loss=0.26, pruned_loss=0.05258, over 12366.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02765, over 66.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2872, pruned_loss=0.06601, over 1566078.14 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06249, over 11362.09 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3316, pruned_loss=0.07546, over 178666.84 frames. utt_duration=1246 frames, utt_pad_proportion=0.07649, over 574.19 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2843, pruned_loss=0.06556, over 1495509.70 frames. utt_duration=528.7 frames, utt_pad_proportion=0.0617, over 11346.28 utterances.], batch size: 66, lr: 7.39e-04
2022-08-21 23:35:54,210 INFO [train.py:927] (3/8) Epoch 4, batch 250, libri_loss[loss=0.2678, simple_loss=0.3379, pruned_loss=0.09888, over 12393.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006587, over 34.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2842, pruned_loss=0.06612, over 1767288.39 frames. utt_duration=518.4 frames, utt_pad_proportion=0.0732, over 13676.25 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.332, pruned_loss=0.07874, over 235384.18 frames. utt_duration=1231 frames, utt_pad_proportion=0.06654, over 765.66 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2805, pruned_loss=0.0651, over 1693101.87 frames. utt_duration=494 frames, utt_pad_proportion=0.07304, over 13751.64 utterances.], batch size: 34, lr: 7.39e-04
2022-08-21 23:37:37,609 INFO [train.py:927] (3/8) Epoch 4, batch 300, libri_loss[loss=0.188, simple_loss=0.273, pruned_loss=0.05152, over 12472.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008834, over 29.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2798, pruned_loss=0.06411, over 1923586.37 frames. utt_duration=516 frames, utt_pad_proportion=0.07207, over 14955.33 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3314, pruned_loss=0.07745, over 268553.47 frames. utt_duration=1270 frames, utt_pad_proportion=0.06002, over 846.75 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2762, pruned_loss=0.06322, over 1856860.80 frames. utt_duration=492 frames, utt_pad_proportion=0.07237, over 15142.50 utterances.], batch size: 29, lr: 7.39e-04
2022-08-21 23:39:21,239 INFO [train.py:927] (3/8) Epoch 4, batch 350, giga_loss[loss=0.1992, simple_loss=0.2686, pruned_loss=0.06491, over 12342.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03034, over 91.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2773, pruned_loss=0.0629, over 2045909.72 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07303, over 16580.34 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3329, pruned_loss=0.07944, over 312297.60 frames. utt_duration=1295 frames, utt_pad_proportion=0.05267, over 965.95 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2731, pruned_loss=0.06162, over 1984291.50 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07372, over 16892.18 utterances.], batch size: 91, lr: 7.39e-04
2022-08-21 23:41:03,254 INFO [train.py:927] (3/8) Epoch 4, batch 400, giga_loss[loss=0.1517, simple_loss=0.227, pruned_loss=0.03816, over 12172.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03838, over 28.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2731, pruned_loss=0.06053, over 2140147.16 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06918, over 16849.86 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3294, pruned_loss=0.07903, over 375927.43 frames. utt_duration=1308 frames, utt_pad_proportion=0.04682, over 1150.72 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2685, pruned_loss=0.05895, over 2080941.20 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07037, over 17366.73 utterances.], batch size: 28, lr: 7.39e-04
2022-08-21 23:42:45,614 INFO [train.py:927] (3/8) Epoch 4, batch 450, giga_loss[loss=0.2338, simple_loss=0.2988, pruned_loss=0.08439, over 12389.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07363, over 212.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2691, pruned_loss=0.0587, over 2214627.93 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06492, over 16931.95 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3306, pruned_loss=0.08043, over 407225.40 frames. utt_duration=1307 frames, utt_pad_proportion=0.04348, over 1247.97 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2643, pruned_loss=0.05691, over 2163916.38 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06629, over 17460.08 utterances.], batch size: 212, lr: 7.38e-04
2022-08-21 23:44:25,524 INFO [train.py:927] (3/8) Epoch 4, batch 500, giga_loss[loss=0.3303, simple_loss=0.3742, pruned_loss=0.1431, over 12367.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2802, pruned_loss=0.06414, over 2272580.09 frames. utt_duration=514.8 frames, utt_pad_proportion=0.0655, over 17709.93 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3331, pruned_loss=0.08061, over 458379.55 frames. utt_duration=1314 frames, utt_pad_proportion=0.039, over 1397.19 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2749, pruned_loss=0.06233, over 2227001.28 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06703, over 18365.44 utterances.], batch size: 260, lr: 7.38e-04
2022-08-21 23:46:09,369 INFO [train.py:927] (3/8) Epoch 4, batch 550, giga_loss[loss=0.2489, simple_loss=0.3286, pruned_loss=0.08461, over 12323.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.05087, over 26.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2929, pruned_loss=0.07036, over 2317857.87 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06128, over 17197.95 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3316, pruned_loss=0.08121, over 528155.00 frames. utt_duration=1299 frames, utt_pad_proportion=0.03895, over 1628.62 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2877, pruned_loss=0.06847, over 2275279.94 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06306, over 18021.51 utterances.], batch size: 26, lr: 7.38e-04
2022-08-21 23:47:53,125 INFO [train.py:927] (3/8) Epoch 4, batch 600, giga_loss[loss=0.2292, simple_loss=0.3146, pruned_loss=0.07193, over 12367.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03102, over 58.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.2997, pruned_loss=0.07237, over 2352935.32 frames. utt_duration=536.6 frames, utt_pad_proportion=0.0638, over 17588.96 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3312, pruned_loss=0.08179, over 576347.96 frames. utt_duration=1225 frames, utt_pad_proportion=0.06086, over 1884.75 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2949, pruned_loss=0.07056, over 2315843.98 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06354, over 18365.20 utterances.], batch size: 58, lr: 7.38e-04
2022-08-21 23:49:36,994 INFO [train.py:927] (3/8) Epoch 4, batch 650, giga_loss[loss=0.2594, simple_loss=0.3349, pruned_loss=0.09197, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03626, over 37.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3043, pruned_loss=0.07413, over 2379866.35 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06416, over 18278.79 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3317, pruned_loss=0.08176, over 604497.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.0581, over 1968.01 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3001, pruned_loss=0.07264, over 2349294.43 frames. utt_duration=495 frames, utt_pad_proportion=0.06425, over 19040.87 utterances.], batch size: 37, lr: 7.37e-04
2022-08-21 23:51:21,899 INFO [train.py:927] (3/8) Epoch 4, batch 700, giga_loss[loss=0.2201, simple_loss=0.3029, pruned_loss=0.06864, over 12190.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.0323, over 36.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3103, pruned_loss=0.07668, over 2400480.86 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06083, over 17362.89 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3384, pruned_loss=0.08206, over 632306.45 frames. utt_duration=1243 frames, utt_pad_proportion=0.05559, over 2037.19 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.305, pruned_loss=0.07536, over 2375292.00 frames. utt_duration=526 frames, utt_pad_proportion=0.06131, over 18116.42 utterances.], batch size: 36, lr: 7.37e-04
2022-08-21 23:53:03,398 INFO [train.py:927] (3/8) Epoch 4, batch 750, giga_loss[loss=0.2775, simple_loss=0.3528, pruned_loss=0.1011, over 12399.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07952, over 2416134.17 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06346, over 17512.44 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3363, pruned_loss=0.08085, over 695484.01 frames. utt_duration=1261 frames, utt_pad_proportion=0.05048, over 2209.23 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3112, pruned_loss=0.07866, over 2394063.75 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06438, over 18437.91 utterances.], batch size: 113, lr: 7.37e-04
2022-08-21 23:54:43,695 INFO [train.py:927] (3/8) Epoch 4, batch 800, giga_loss[loss=0.2173, simple_loss=0.3077, pruned_loss=0.06339, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02752, over 66.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3195, pruned_loss=0.08125, over 2428648.86 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0656, over 17516.98 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3366, pruned_loss=0.08161, over 721991.40 frames. utt_duration=1221 frames, utt_pad_proportion=0.06505, over 2368.83 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3157, pruned_loss=0.08038, over 2410563.74 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06462, over 18319.77 utterances.], batch size: 66, lr: 7.37e-04
2022-08-21 23:56:26,635 INFO [train.py:927] (3/8) Epoch 4, batch 850, giga_loss[loss=0.2291, simple_loss=0.3212, pruned_loss=0.06852, over 12402.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3191, pruned_loss=0.07963, over 2438358.25 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06425, over 17128.58 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3356, pruned_loss=0.08151, over 748192.36 frames. utt_duration=1221 frames, utt_pad_proportion=0.06302, over 2454.93 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3161, pruned_loss=0.07894, over 2423480.42 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06375, over 17884.89 utterances.], batch size: 146, lr: 7.36e-04
2022-08-21 23:58:08,476 INFO [train.py:927] (3/8) Epoch 4, batch 900, libri_loss[loss=0.2573, simple_loss=0.3349, pruned_loss=0.08981, over 12150.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005743, over 35.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3196, pruned_loss=0.08039, over 2445325.70 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06161, over 16991.50 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3333, pruned_loss=0.08154, over 807294.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.0583, over 2589.14 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07975, over 2432688.59 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06197, over 17949.89 utterances.], batch size: 35, lr: 7.36e-04
2022-08-21 23:59:52,566 INFO [train.py:927] (3/8) Epoch 4, batch 950, giga_loss[loss=0.2432, simple_loss=0.3157, pruned_loss=0.08531, over 12238.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03342, over 45.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3216, pruned_loss=0.08348, over 2450997.86 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06312, over 17058.70 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3317, pruned_loss=0.08109, over 856481.43 frames. utt_duration=1259 frames, utt_pad_proportion=0.05434, over 2724.85 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3199, pruned_loss=0.08316, over 2440335.10 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06395, over 18098.77 utterances.], batch size: 45, lr: 7.36e-04
2022-08-22 00:01:35,712 INFO [train.py:927] (3/8) Epoch 4, batch 1000, giga_loss[loss=0.249, simple_loss=0.326, pruned_loss=0.086, over 12470.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03788, over 31.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3197, pruned_loss=0.08332, over 2454741.49 frames. utt_duration=590.5 frames, utt_pad_proportion=0.062, over 16670.47 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.329, pruned_loss=0.08024, over 911886.14 frames. utt_duration=1264 frames, utt_pad_proportion=0.05362, over 2888.58 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.319, pruned_loss=0.08343, over 2445806.28 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06297, over 17815.75 utterances.], batch size: 31, lr: 7.36e-04
2022-08-22 00:03:16,996 INFO [train.py:927] (3/8) Epoch 4, batch 1050, giga_loss[loss=0.1989, simple_loss=0.2859, pruned_loss=0.0559, over 12363.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03149, over 97.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3178, pruned_loss=0.08217, over 2459137.80 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06067, over 16672.16 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3256, pruned_loss=0.07869, over 965701.59 frames. utt_duration=1277 frames, utt_pad_proportion=0.05016, over 3029.38 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3181, pruned_loss=0.0829, over 2451442.64 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06217, over 17903.90 utterances.], batch size: 97, lr: 7.36e-04
2022-08-22 00:04:59,657 INFO [train.py:927] (3/8) Epoch 4, batch 1100, giga_loss[loss=0.1967, simple_loss=0.2798, pruned_loss=0.05682, over 12375.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04388, over 26.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08086, over 2462253.71 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06492, over 17049.20 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3259, pruned_loss=0.07983, over 1002972.38 frames. utt_duration=1276 frames, utt_pad_proportion=0.04814, over 3147.50 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3157, pruned_loss=0.08109, over 2455867.17 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06628, over 18236.03 utterances.], batch size: 26, lr: 7.35e-04
2022-08-22 00:06:45,676 INFO [train.py:927] (3/8) Epoch 4, batch 1150, giga_loss[loss=0.2095, simple_loss=0.2823, pruned_loss=0.0684, over 12369.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05316, over 161.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3113, pruned_loss=0.0791, over 2464892.55 frames. utt_duration=550.4 frames, utt_pad_proportion=0.07006, over 17961.01 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3243, pruned_loss=0.07906, over 1032123.64 frames. utt_duration=1285 frames, utt_pad_proportion=0.0474, over 3217.02 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3116, pruned_loss=0.07959, over 2459697.88 frames. utt_duration=516.5 frames, utt_pad_proportion=0.07106, over 19102.82 utterances.], batch size: 161, lr: 7.35e-04
2022-08-22 00:08:29,964 INFO [train.py:927] (3/8) Epoch 4, batch 1200, giga_loss[loss=0.2344, simple_loss=0.3124, pruned_loss=0.07821, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03097, over 42.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3088, pruned_loss=0.07761, over 2465912.36 frames. utt_duration=536.6 frames, utt_pad_proportion=0.07044, over 18431.07 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3246, pruned_loss=0.07878, over 1088075.48 frames. utt_duration=1294 frames, utt_pad_proportion=0.04426, over 3366.89 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3085, pruned_loss=0.07808, over 2462071.49 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07194, over 19773.64 utterances.], batch size: 42, lr: 7.35e-04
2022-08-22 00:10:11,917 INFO [train.py:927] (3/8) Epoch 4, batch 1250, giga_loss[loss=0.24, simple_loss=0.309, pruned_loss=0.0855, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02632, over 48.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3081, pruned_loss=0.07737, over 2467865.98 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06475, over 17953.46 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3227, pruned_loss=0.07797, over 1128834.59 frames. utt_duration=1308 frames, utt_pad_proportion=0.04219, over 3456.76 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3082, pruned_loss=0.07805, over 2464874.41 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06688, over 19342.55 utterances.], batch size: 48, lr: 7.35e-04
2022-08-22 00:11:54,726 INFO [train.py:927] (3/8) Epoch 4, batch 1300, giga_loss[loss=0.2042, simple_loss=0.2765, pruned_loss=0.06598, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0274, over 45.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3051, pruned_loss=0.0762, over 2468541.90 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06467, over 17348.32 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3219, pruned_loss=0.07747, over 1161879.35 frames. utt_duration=1310 frames, utt_pad_proportion=0.0408, over 3551.31 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3052, pruned_loss=0.07695, over 2466292.30 frames. utt_duration=529 frames, utt_pad_proportion=0.0669, over 18700.51 utterances.], batch size: 45, lr: 7.34e-04
2022-08-22 00:13:36,103 INFO [train.py:927] (3/8) Epoch 4, batch 1350, giga_loss[loss=0.2098, simple_loss=0.2863, pruned_loss=0.06661, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03309, over 85.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3038, pruned_loss=0.07474, over 2470003.76 frames. utt_duration=590.6 frames, utt_pad_proportion=0.0595, over 16769.96 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3256, pruned_loss=0.07716, over 1181736.62 frames. utt_duration=1314 frames, utt_pad_proportion=0.03986, over 3602.73 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3019, pruned_loss=0.07545, over 2467901.09 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06193, over 17981.13 utterances.], batch size: 85, lr: 7.34e-04
2022-08-22 00:15:16,922 INFO [train.py:927] (3/8) Epoch 4, batch 1400, giga_loss[loss=0.2059, simple_loss=0.2722, pruned_loss=0.06979, over 12127.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03779, over 30.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3007, pruned_loss=0.07351, over 2469054.77 frames. utt_duration=632.6 frames, utt_pad_proportion=0.05543, over 15650.11 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3243, pruned_loss=0.07686, over 1256562.48 frames. utt_duration=1319 frames, utt_pad_proportion=0.03809, over 3816.12 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.2985, pruned_loss=0.07409, over 2467683.57 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05861, over 17137.45 utterances.], batch size: 30, lr: 7.34e-04
2022-08-22 00:16:59,722 INFO [train.py:927] (3/8) Epoch 4, batch 1450, giga_loss[loss=0.1949, simple_loss=0.2686, pruned_loss=0.06055, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02675, over 45.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2967, pruned_loss=0.07245, over 2470083.57 frames. utt_duration=620.7 frames, utt_pad_proportion=0.0598, over 15957.07 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.324, pruned_loss=0.07697, over 1268906.88 frames. utt_duration=1318 frames, utt_pad_proportion=0.03749, over 3855.86 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.2949, pruned_loss=0.07281, over 2468786.12 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06219, over 17198.94 utterances.], batch size: 45, lr: 7.34e-04
2022-08-22 00:18:40,210 INFO [train.py:927] (3/8) Epoch 4, batch 1500, giga_loss[loss=0.1963, simple_loss=0.2705, pruned_loss=0.06105, over 12484.00 frames. utt_duration=1922 frames, utt_pad_proportion=0.03407, over 26.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2938, pruned_loss=0.07131, over 2470539.17 frames. utt_duration=641.1 frames, utt_pad_proportion=0.05573, over 15450.49 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3232, pruned_loss=0.07685, over 1298103.41 frames. utt_duration=1325 frames, utt_pad_proportion=0.03619, over 3923.81 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2921, pruned_loss=0.07154, over 2470012.19 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05843, over 16651.50 utterances.], batch size: 26, lr: 7.33e-04
2022-08-22 00:20:28,646 INFO [train.py:927] (3/8) Epoch 4, batch 1550, giga_loss[loss=0.2169, simple_loss=0.2833, pruned_loss=0.07528, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04769, over 34.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.2952, pruned_loss=0.07218, over 2471508.32 frames. utt_duration=644.1 frames, utt_pad_proportion=0.05329, over 15383.45 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3228, pruned_loss=0.07688, over 1326996.75 frames. utt_duration=1328 frames, utt_pad_proportion=0.03488, over 4000.94 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2933, pruned_loss=0.07222, over 2471225.64 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05609, over 16537.27 utterances.], batch size: 34, lr: 7.33e-04
2022-08-22 00:22:10,793 INFO [train.py:927] (3/8) Epoch 4, batch 1600, giga_loss[loss=0.2554, simple_loss=0.3325, pruned_loss=0.08917, over 12360.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03652, over 122.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3004, pruned_loss=0.07545, over 2472409.38 frames. utt_duration=608.5 frames, utt_pad_proportion=0.06006, over 16292.73 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.323, pruned_loss=0.07712, over 1349827.44 frames. utt_duration=1329 frames, utt_pad_proportion=0.03394, over 4066.37 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.2984, pruned_loss=0.0753, over 2472090.50 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06209, over 17348.67 utterances.], batch size: 122, lr: 7.33e-04
2022-08-22 00:23:51,441 INFO [train.py:927] (3/8) Epoch 4, batch 1650, giga_loss[loss=0.2429, simple_loss=0.3193, pruned_loss=0.0833, over 12406.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04028, over 37.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3058, pruned_loss=0.0778, over 2473316.57 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05706, over 16259.53 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3225, pruned_loss=0.07693, over 1399383.94 frames. utt_duration=1336 frames, utt_pad_proportion=0.03204, over 4195.75 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3037, pruned_loss=0.07779, over 2473058.82 frames. utt_duration=567.1 frames, utt_pad_proportion=0.0597, over 17489.72 utterances.], batch size: 37, lr: 7.33e-04
2022-08-22 00:25:35,563 INFO [train.py:927] (3/8) Epoch 4, batch 1700, giga_loss[loss=0.3304, simple_loss=0.3716, pruned_loss=0.1446, over 12344.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3115, pruned_loss=0.08068, over 2473234.95 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06872, over 17365.19 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3213, pruned_loss=0.07631, over 1420618.72 frames. utt_duration=1332 frames, utt_pad_proportion=0.03275, over 4271.19 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3102, pruned_loss=0.08107, over 2473104.38 frames. utt_duration=535.8 frames, utt_pad_proportion=0.07015, over 18513.89 utterances.], batch size: 371, lr: 7.33e-04
2022-08-22 00:27:17,359 INFO [train.py:927] (3/8) Epoch 4, batch 1750, giga_loss[loss=0.2041, simple_loss=0.2863, pruned_loss=0.06097, over 12413.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3158, pruned_loss=0.08321, over 2473907.93 frames. utt_duration=529.9 frames, utt_pad_proportion=0.07239, over 18727.62 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.321, pruned_loss=0.07668, over 1447090.47 frames. utt_duration=1333 frames, utt_pad_proportion=0.03208, over 4348.60 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3148, pruned_loss=0.08346, over 2473431.35 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07374, over 19893.22 utterances.], batch size: 105, lr: 7.32e-04
2022-08-22 00:28:56,402 INFO [train.py:927] (3/8) Epoch 4, batch 1800, giga_loss[loss=0.2019, simple_loss=0.2916, pruned_loss=0.0561, over 12374.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3143, pruned_loss=0.08124, over 2473446.54 frames. utt_duration=522 frames, utt_pad_proportion=0.074, over 19008.86 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3207, pruned_loss=0.07668, over 1476989.12 frames. utt_duration=1337 frames, utt_pad_proportion=0.03096, over 4424.17 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3135, pruned_loss=0.0816, over 2473519.58 frames. utt_duration=490 frames, utt_pad_proportion=0.07555, over 20253.96 utterances.], batch size: 66, lr: 7.32e-04
2022-08-22 00:30:38,637 INFO [train.py:927] (3/8) Epoch 4, batch 1850, giga_loss[loss=0.2924, simple_loss=0.3567, pruned_loss=0.114, over 12381.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.0815, over 2474085.22 frames. utt_duration=537.6 frames, utt_pad_proportion=0.07056, over 18458.12 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3227, pruned_loss=0.07677, over 1496994.18 frames. utt_duration=1337 frames, utt_pad_proportion=0.0303, over 4485.15 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3153, pruned_loss=0.08183, over 2473952.62 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07244, over 19646.72 utterances.], batch size: 62, lr: 7.32e-04
2022-08-22 00:32:19,262 INFO [train.py:927] (3/8) Epoch 4, batch 1900, giga_loss[loss=0.2425, simple_loss=0.3219, pruned_loss=0.08152, over 12446.00 frames. utt_duration=906.6 frames, utt_pad_proportion=0.02826, over 55.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3186, pruned_loss=0.08254, over 2473919.35 frames. utt_duration=549 frames, utt_pad_proportion=0.07001, over 18075.68 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3222, pruned_loss=0.07661, over 1516222.33 frames. utt_duration=1341 frames, utt_pad_proportion=0.0297, over 4529.08 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3174, pruned_loss=0.08299, over 2473967.53 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07197, over 19236.87 utterances.], batch size: 55, lr: 7.32e-04
2022-08-22 00:34:03,162 INFO [train.py:927] (3/8) Epoch 4, batch 1950, giga_loss[loss=0.246, simple_loss=0.3186, pruned_loss=0.08674, over 12158.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03994, over 33.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3204, pruned_loss=0.08404, over 2473786.54 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06952, over 17854.43 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3231, pruned_loss=0.07734, over 1549207.37 frames. utt_duration=1314 frames, utt_pad_proportion=0.03637, over 4721.21 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3189, pruned_loss=0.08421, over 2473849.68 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07043, over 19043.36 utterances.], batch size: 33, lr: 7.31e-04
2022-08-22 00:35:46,300 INFO [train.py:927] (3/8) Epoch 4, batch 2000, giga_loss[loss=0.2516, simple_loss=0.329, pruned_loss=0.08709, over 12433.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.0323, over 55.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3214, pruned_loss=0.08501, over 2473367.49 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06997, over 17982.28 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3222, pruned_loss=0.07714, over 1567190.73 frames. utt_duration=1319 frames, utt_pad_proportion=0.03553, over 4759.52 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3206, pruned_loss=0.08536, over 2473723.17 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07104, over 19115.01 utterances.], batch size: 55, lr: 7.31e-04
2022-08-22 00:37:27,975 INFO [train.py:927] (3/8) Epoch 4, batch 2050, giga_loss[loss=0.2478, simple_loss=0.3299, pruned_loss=0.08292, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03695, over 123.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3227, pruned_loss=0.08485, over 2473097.60 frames. utt_duration=558.8 frames, utt_pad_proportion=0.07001, over 17750.12 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3222, pruned_loss=0.07699, over 1589761.09 frames. utt_duration=1320 frames, utt_pad_proportion=0.03455, over 4822.87 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.322, pruned_loss=0.08541, over 2473255.50 frames. utt_duration=524.9 frames, utt_pad_proportion=0.07144, over 18899.92 utterances.], batch size: 123, lr: 7.31e-04
2022-08-22 00:39:08,934 INFO [train.py:927] (3/8) Epoch 4, batch 2100, giga_loss[loss=0.2202, simple_loss=0.3034, pruned_loss=0.06855, over 12269.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.02475, over 39.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3206, pruned_loss=0.08307, over 2472066.99 frames. utt_duration=595.3 frames, utt_pad_proportion=0.0656, over 16653.17 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3209, pruned_loss=0.0764, over 1624280.07 frames. utt_duration=1313 frames, utt_pad_proportion=0.03614, over 4954.45 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3209, pruned_loss=0.08413, over 2472347.48 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06723, over 17914.69 utterances.], batch size: 39, lr: 7.31e-04
2022-08-22 00:40:51,058 INFO [train.py:927] (3/8) Epoch 4, batch 2150, giga_loss[loss=0.2205, simple_loss=0.2983, pruned_loss=0.07131, over 12223.00 frames. utt_duration=1483 frames, utt_pad_proportion=0.03588, over 33.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3202, pruned_loss=0.08376, over 2472501.12 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06457, over 16782.12 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3213, pruned_loss=0.07674, over 1637069.14 frames. utt_duration=1291 frames, utt_pad_proportion=0.04364, over 5080.08 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3202, pruned_loss=0.0845, over 2472611.89 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06449, over 17823.23 utterances.], batch size: 33, lr: 7.31e-04
2022-08-22 00:42:32,758 INFO [train.py:927] (3/8) Epoch 4, batch 2200, giga_loss[loss=0.2794, simple_loss=0.3513, pruned_loss=0.1038, over 12244.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03443, over 28.00 utterances.], tot_loss[loss=0.244, simple_loss=0.32, pruned_loss=0.08397, over 2471805.51 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05906, over 15769.99 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3206, pruned_loss=0.07699, over 1665607.28 frames. utt_duration=1300 frames, utt_pad_proportion=0.04212, over 5131.72 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3203, pruned_loss=0.08459, over 2472126.83 frames. utt_duration=586 frames, utt_pad_proportion=0.05996, over 16917.93 utterances.], batch size: 28, lr: 7.30e-04
2022-08-22 00:44:15,074 INFO [train.py:927] (3/8) Epoch 4, batch 2250, giga_loss[loss=0.2582, simple_loss=0.3349, pruned_loss=0.09082, over 12390.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05159, over 161.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3194, pruned_loss=0.08305, over 2471260.10 frames. utt_duration=633.8 frames, utt_pad_proportion=0.05817, over 15632.53 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3194, pruned_loss=0.07648, over 1685290.85 frames. utt_duration=1307 frames, utt_pad_proportion=0.04108, over 5164.19 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3203, pruned_loss=0.08399, over 2471760.57 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05937, over 16748.39 utterances.], batch size: 161, lr: 7.30e-04
2022-08-22 00:45:56,201 INFO [train.py:927] (3/8) Epoch 4, batch 2300, giga_loss[loss=0.2616, simple_loss=0.3269, pruned_loss=0.09817, over 12359.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02897, over 91.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3207, pruned_loss=0.08332, over 2471375.85 frames. utt_duration=647.2 frames, utt_pad_proportion=0.05713, over 15309.37 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3207, pruned_loss=0.07679, over 1716583.13 frames. utt_duration=1307 frames, utt_pad_proportion=0.03984, over 5260.78 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3206, pruned_loss=0.08412, over 2471392.78 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05889, over 16512.12 utterances.], batch size: 91, lr: 7.30e-04
2022-08-22 00:47:39,519 INFO [train.py:927] (3/8) Epoch 4, batch 2350, giga_loss[loss=0.2458, simple_loss=0.3183, pruned_loss=0.08664, over 12212.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03723, over 33.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3191, pruned_loss=0.08266, over 2471397.46 frames. utt_duration=643.2 frames, utt_pad_proportion=0.05515, over 15404.51 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3206, pruned_loss=0.07662, over 1727624.19 frames. utt_duration=1309 frames, utt_pad_proportion=0.03922, over 5284.71 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3191, pruned_loss=0.08347, over 2471596.29 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05692, over 16456.40 utterances.], batch size: 33, lr: 7.30e-04
2022-08-22 00:49:21,397 INFO [train.py:927] (3/8) Epoch 4, batch 2400, giga_loss[loss=0.2536, simple_loss=0.3335, pruned_loss=0.08687, over 12375.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03061, over 51.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3174, pruned_loss=0.08223, over 2471975.60 frames. utt_duration=630.9 frames, utt_pad_proportion=0.06357, over 15710.26 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3207, pruned_loss=0.0769, over 1742719.10 frames. utt_duration=1287 frames, utt_pad_proportion=0.04566, over 5423.61 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3172, pruned_loss=0.08277, over 2471830.54 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06282, over 16607.58 utterances.], batch size: 51, lr: 7.29e-04
2022-08-22 00:51:03,839 INFO [train.py:927] (3/8) Epoch 4, batch 2450, giga_loss[loss=0.2493, simple_loss=0.3163, pruned_loss=0.09119, over 12440.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03692, over 133.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3152, pruned_loss=0.08172, over 2472430.56 frames. utt_duration=634 frames, utt_pad_proportion=0.05992, over 15636.82 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.32, pruned_loss=0.07682, over 1764390.13 frames. utt_duration=1290 frames, utt_pad_proportion=0.0448, over 5477.11 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3154, pruned_loss=0.08236, over 2472267.87 frames. utt_duration=598 frames, utt_pad_proportion=0.05996, over 16576.92 utterances.], batch size: 133, lr: 7.29e-04
2022-08-22 00:52:43,712 INFO [train.py:927] (3/8) Epoch 4, batch 2500, giga_loss[loss=0.2346, simple_loss=0.3065, pruned_loss=0.08139, over 12307.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.0352, over 51.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3121, pruned_loss=0.08024, over 2472682.70 frames. utt_duration=652.9 frames, utt_pad_proportion=0.05858, over 15182.45 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3197, pruned_loss=0.07671, over 1788466.46 frames. utt_duration=1292 frames, utt_pad_proportion=0.044, over 5542.22 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3123, pruned_loss=0.08097, over 2472858.13 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05918, over 16199.11 utterances.], batch size: 51, lr: 7.29e-04
2022-08-22 00:54:26,932 INFO [train.py:927] (3/8) Epoch 4, batch 2550, giga_loss[loss=0.1751, simple_loss=0.2573, pruned_loss=0.04649, over 12453.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04064, over 26.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.311, pruned_loss=0.07986, over 2473175.36 frames. utt_duration=617.6 frames, utt_pad_proportion=0.06386, over 16056.08 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3207, pruned_loss=0.0771, over 1802087.49 frames. utt_duration=1297 frames, utt_pad_proportion=0.04311, over 5562.25 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3103, pruned_loss=0.08026, over 2473300.91 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0644, over 17026.54 utterances.], batch size: 26, lr: 7.29e-04
2022-08-22 00:56:09,219 INFO [train.py:927] (3/8) Epoch 4, batch 2600, giga_loss[loss=0.2156, simple_loss=0.2924, pruned_loss=0.06945, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03886, over 33.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3119, pruned_loss=0.07936, over 2473151.10 frames. utt_duration=611.9 frames, utt_pad_proportion=0.05977, over 16205.60 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3222, pruned_loss=0.07723, over 1805297.05 frames. utt_duration=1299 frames, utt_pad_proportion=0.04291, over 5565.43 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3103, pruned_loss=0.07958, over 2473390.32 frames. utt_duration=583 frames, utt_pad_proportion=0.06047, over 17013.35 utterances.], batch size: 33, lr: 7.28e-04
2022-08-22 00:57:50,119 INFO [train.py:927] (3/8) Epoch 4, batch 2650, giga_loss[loss=0.2458, simple_loss=0.3281, pruned_loss=0.08175, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.0452, over 146.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3124, pruned_loss=0.07878, over 2473708.30 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05894, over 16805.40 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3224, pruned_loss=0.07735, over 1815142.97 frames. utt_duration=1294 frames, utt_pad_proportion=0.04361, over 5618.80 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3108, pruned_loss=0.07891, over 2474002.70 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05944, over 17536.16 utterances.], batch size: 146, lr: 7.28e-04
2022-08-22 00:59:29,462 INFO [train.py:927] (3/8) Epoch 4, batch 2700, giga_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06449, over 12309.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3109, pruned_loss=0.078, over 2472638.39 frames. utt_duration=567 frames, utt_pad_proportion=0.06604, over 17491.20 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.322, pruned_loss=0.07724, over 1821557.46 frames. utt_duration=1297 frames, utt_pad_proportion=0.04321, over 5625.61 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3099, pruned_loss=0.07817, over 2473002.03 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06635, over 18161.31 utterances.], batch size: 74, lr: 7.28e-04
2022-08-22 01:01:09,282 INFO [train.py:927] (3/8) Epoch 4, batch 2750, giga_loss[loss=0.2087, simple_loss=0.2966, pruned_loss=0.06038, over 12412.00 frames. utt_duration=710.8 frames, utt_pad_proportion=0.02502, over 70.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3098, pruned_loss=0.07748, over 2471713.89 frames. utt_duration=598.8 frames, utt_pad_proportion=0.06133, over 16551.38 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3218, pruned_loss=0.0773, over 1840700.78 frames. utt_duration=1301 frames, utt_pad_proportion=0.04192, over 5667.32 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3089, pruned_loss=0.07761, over 2472113.21 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06237, over 17357.12 utterances.], batch size: 70, lr: 7.28e-04
2022-08-22 01:02:49,220 INFO [train.py:927] (3/8) Epoch 4, batch 2800, giga_loss[loss=0.2623, simple_loss=0.3308, pruned_loss=0.09687, over 12386.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02672, over 48.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3134, pruned_loss=0.07917, over 2473029.87 frames. utt_duration=579 frames, utt_pad_proportion=0.05818, over 17127.83 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.322, pruned_loss=0.07733, over 1856520.42 frames. utt_duration=1304 frames, utt_pad_proportion=0.04088, over 5703.24 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3122, pruned_loss=0.07929, over 2473162.70 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05957, over 17995.72 utterances.], batch size: 48, lr: 7.28e-04
2022-08-22 01:04:31,086 INFO [train.py:927] (3/8) Epoch 4, batch 2850, giga_loss[loss=0.241, simple_loss=0.3222, pruned_loss=0.07989, over 12351.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3155, pruned_loss=0.07984, over 2473202.29 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05538, over 16921.37 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3224, pruned_loss=0.07747, over 1874800.76 frames. utt_duration=1308 frames, utt_pad_proportion=0.03973, over 5738.70 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3141, pruned_loss=0.07991, over 2473291.71 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05713, over 17903.50 utterances.], batch size: 51, lr: 7.27e-04
2022-08-22 01:06:11,341 INFO [train.py:927] (3/8) Epoch 4, batch 2900, giga_loss[loss=0.2416, simple_loss=0.3141, pruned_loss=0.08455, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04941, over 31.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3158, pruned_loss=0.07966, over 2473161.69 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05317, over 16740.00 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3225, pruned_loss=0.07775, over 1883539.74 frames. utt_duration=1312 frames, utt_pad_proportion=0.03918, over 5749.58 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3146, pruned_loss=0.07955, over 2473414.01 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05492, over 17656.84 utterances.], batch size: 31, lr: 7.27e-04
2022-08-22 01:07:51,640 INFO [train.py:927] (3/8) Epoch 4, batch 2950, giga_loss[loss=0.2235, simple_loss=0.316, pruned_loss=0.06546, over 12344.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3162, pruned_loss=0.08048, over 2473373.98 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05674, over 17565.24 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3229, pruned_loss=0.07817, over 1889500.77 frames. utt_duration=1305 frames, utt_pad_proportion=0.04007, over 5796.91 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3149, pruned_loss=0.08012, over 2473501.53 frames. utt_duration=540.8 frames, utt_pad_proportion=0.05775, over 18346.85 utterances.], batch size: 62, lr: 7.27e-04
2022-08-22 01:09:32,436 INFO [train.py:927] (3/8) Epoch 4, batch 3000, giga_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06795, over 12292.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03724, over 51.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3138, pruned_loss=0.07964, over 2473154.66 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05469, over 17500.09 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3235, pruned_loss=0.07852, over 1897954.57 frames. utt_duration=1308 frames, utt_pad_proportion=0.0395, over 5808.91 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3122, pruned_loss=0.07914, over 2473470.04 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05581, over 18262.62 utterances.], batch size: 51, lr: 7.27e-04
2022-08-22 01:09:32,437 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 01:09:46,048 INFO [train.py:967] (3/8) 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 01:11:23,166 INFO [train.py:927] (3/8) Epoch 4, batch 3050, giga_loss[loss=0.2247, simple_loss=0.3157, pruned_loss=0.06684, over 12353.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03235, over 58.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3141, pruned_loss=0.0788, over 2473667.19 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05716, over 17823.30 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.323, pruned_loss=0.07841, over 1911897.14 frames. utt_duration=1314 frames, utt_pad_proportion=0.03892, over 5825.62 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.313, pruned_loss=0.0785, over 2474201.76 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0583, over 18696.90 utterances.], batch size: 58, lr: 7.26e-04
2022-08-22 01:13:01,931 INFO [train.py:927] (3/8) Epoch 4, batch 3100, giga_loss[loss=0.2064, simple_loss=0.296, pruned_loss=0.05837, over 12446.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3148, pruned_loss=0.07925, over 2474290.06 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05699, over 18368.21 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3225, pruned_loss=0.07831, over 1922809.75 frames. utt_duration=1318 frames, utt_pad_proportion=0.03826, over 5843.97 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3141, pruned_loss=0.0791, over 2474944.80 frames. utt_duration=515.3 frames, utt_pad_proportion=0.05818, over 19267.88 utterances.], batch size: 80, lr: 7.26e-04
2022-08-22 01:14:41,392 INFO [train.py:927] (3/8) Epoch 4, batch 3150, giga_loss[loss=0.2562, simple_loss=0.3233, pruned_loss=0.09457, over 12396.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.0478, over 161.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07995, over 2473811.74 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05528, over 18303.11 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3227, pruned_loss=0.07877, over 1943945.82 frames. utt_duration=1313 frames, utt_pad_proportion=0.0381, over 5927.70 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3127, pruned_loss=0.07955, over 2474844.99 frames. utt_duration=511.8 frames, utt_pad_proportion=0.05662, over 19400.37 utterances.], batch size: 161, lr: 7.26e-04
2022-08-22 01:16:19,710 INFO [train.py:927] (3/8) Epoch 4, batch 3200, giga_loss[loss=0.2614, simple_loss=0.3276, pruned_loss=0.09766, over 12343.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.236, simple_loss=0.312, pruned_loss=0.08001, over 2474029.20 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05811, over 18403.08 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3224, pruned_loss=0.07851, over 1962345.24 frames. utt_duration=1316 frames, utt_pad_proportion=0.03691, over 5971.47 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3112, pruned_loss=0.07994, over 2474723.66 frames. utt_duration=505.5 frames, utt_pad_proportion=0.05956, over 19640.01 utterances.], batch size: 365, lr: 7.26e-04
2022-08-22 01:17:59,519 INFO [train.py:927] (3/8) Epoch 4, batch 3250, giga_loss[loss=0.2772, simple_loss=0.3305, pruned_loss=0.1119, over 12320.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.19, over 362.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3091, pruned_loss=0.07885, over 2474073.17 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06437, over 18244.15 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3222, pruned_loss=0.0784, over 1979304.58 frames. utt_duration=1304 frames, utt_pad_proportion=0.04211, over 6076.44 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3081, pruned_loss=0.07888, over 2475288.34 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06392, over 19537.36 utterances.], batch size: 362, lr: 7.26e-04
2022-08-22 01:19:39,491 INFO [train.py:927] (3/8) Epoch 4, batch 3300, giga_loss[loss=0.2415, simple_loss=0.3135, pruned_loss=0.08471, over 12346.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03005, over 91.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3052, pruned_loss=0.07748, over 2473453.39 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06062, over 17595.45 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3225, pruned_loss=0.0786, over 1991350.18 frames. utt_duration=1301 frames, utt_pad_proportion=0.04246, over 6128.93 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3039, pruned_loss=0.07736, over 2474585.82 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06059, over 18847.65 utterances.], batch size: 91, lr: 7.25e-04
2022-08-22 01:21:19,997 INFO [train.py:927] (3/8) Epoch 4, batch 3350, giga_loss[loss=0.2145, simple_loss=0.2898, pruned_loss=0.06957, over 12320.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03202, over 51.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3049, pruned_loss=0.07696, over 2472701.75 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05992, over 17207.28 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3219, pruned_loss=0.07829, over 2000547.25 frames. utt_duration=1306 frames, utt_pad_proportion=0.04177, over 6134.36 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3039, pruned_loss=0.07703, over 2473903.30 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06023, over 18386.12 utterances.], batch size: 51, lr: 7.25e-04
2022-08-22 01:23:00,478 INFO [train.py:927] (3/8) Epoch 4, batch 3400, libri_loss[loss=0.266, simple_loss=0.3328, pruned_loss=0.09964, over 12378.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009791, over 38.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3083, pruned_loss=0.07784, over 2472923.83 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05674, over 17085.05 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3228, pruned_loss=0.07841, over 2014314.07 frames. utt_duration=1309 frames, utt_pad_proportion=0.04058, over 6162.99 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3065, pruned_loss=0.07776, over 2474108.65 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05771, over 18298.75 utterances.], batch size: 38, lr: 7.25e-04
2022-08-22 01:24:41,838 INFO [train.py:927] (3/8) Epoch 4, batch 3450, giga_loss[loss=0.2506, simple_loss=0.3317, pruned_loss=0.08473, over 12347.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03244, over 85.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3108, pruned_loss=0.07893, over 2473428.76 frames. utt_duration=581.7 frames, utt_pad_proportion=0.05757, over 17051.75 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3225, pruned_loss=0.07834, over 2020957.62 frames. utt_duration=1306 frames, utt_pad_proportion=0.04137, over 6195.57 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3093, pruned_loss=0.07891, over 2474539.08 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05815, over 18123.23 utterances.], batch size: 85, lr: 7.25e-04
2022-08-22 01:26:29,186 INFO [train.py:927] (3/8) Epoch 4, batch 3500, giga_loss[loss=0.2905, simple_loss=0.3556, pruned_loss=0.1127, over 12383.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04145, over 133.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3177, pruned_loss=0.08422, over 2473447.28 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05691, over 17498.38 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3225, pruned_loss=0.07857, over 2027273.24 frames. utt_duration=1308 frames, utt_pad_proportion=0.04087, over 6205.64 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3164, pruned_loss=0.08405, over 2474692.94 frames. utt_duration=537.2 frames, utt_pad_proportion=0.05762, over 18479.12 utterances.], batch size: 133, lr: 7.24e-04
2022-08-22 01:28:17,167 INFO [train.py:927] (3/8) Epoch 4, batch 3550, giga_loss[loss=0.315, simple_loss=0.3781, pruned_loss=0.126, over 12447.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03688, over 105.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3244, pruned_loss=0.08852, over 2473478.12 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05975, over 18106.79 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.323, pruned_loss=0.07892, over 2035918.82 frames. utt_duration=1309 frames, utt_pad_proportion=0.04035, over 6228.40 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3229, pruned_loss=0.08825, over 2474661.94 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06042, over 19065.71 utterances.], batch size: 105, lr: 7.24e-04
2022-08-22 01:30:03,319 INFO [train.py:927] (3/8) Epoch 4, batch 3600, giga_loss[loss=0.3048, simple_loss=0.3605, pruned_loss=0.1245, over 12466.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03127, over 92.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3322, pruned_loss=0.09441, over 2473580.14 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06312, over 18699.12 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3238, pruned_loss=0.07888, over 2040313.68 frames. utt_duration=1310 frames, utt_pad_proportion=0.04, over 6235.08 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3305, pruned_loss=0.09434, over 2474482.33 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06368, over 19560.40 utterances.], batch size: 92, lr: 7.24e-04
2022-08-22 01:31:48,213 INFO [train.py:927] (3/8) Epoch 4, batch 3650, giga_loss[loss=0.2726, simple_loss=0.344, pruned_loss=0.1006, over 12395.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02589, over 70.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3372, pruned_loss=0.09867, over 2472934.94 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06292, over 18906.95 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3235, pruned_loss=0.0786, over 2052851.56 frames. utt_duration=1315 frames, utt_pad_proportion=0.03917, over 6253.85 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3365, pruned_loss=0.09935, over 2473930.55 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06381, over 19923.91 utterances.], batch size: 70, lr: 7.24e-04
2022-08-22 01:33:35,689 INFO [train.py:927] (3/8) Epoch 4, batch 3700, giga_loss[loss=0.287, simple_loss=0.3578, pruned_loss=0.1081, over 12399.00 frames. utt_duration=973.9 frames, utt_pad_proportion=0.02903, over 51.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3438, pruned_loss=0.1056, over 2473574.67 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06858, over 19951.10 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3234, pruned_loss=0.07894, over 2062974.43 frames. utt_duration=1314 frames, utt_pad_proportion=0.03893, over 6288.96 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3437, pruned_loss=0.1064, over 2474645.52 frames. utt_duration=472.1 frames, utt_pad_proportion=0.06931, over 21033.47 utterances.], batch size: 51, lr: 7.24e-04
2022-08-22 01:35:26,004 INFO [train.py:927] (3/8) Epoch 4, batch 3750, giga_loss[loss=0.2511, simple_loss=0.3292, pruned_loss=0.08648, over 12372.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03067, over 62.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.347, pruned_loss=0.1084, over 2473555.27 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07162, over 19990.03 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.323, pruned_loss=0.07896, over 2074884.43 frames. utt_duration=1319 frames, utt_pad_proportion=0.03803, over 6300.28 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3478, pruned_loss=0.1098, over 2474643.90 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07253, over 21210.35 utterances.], batch size: 62, lr: 7.23e-04
2022-08-22 01:37:13,184 INFO [train.py:927] (3/8) Epoch 4, batch 3800, giga_loss[loss=0.2351, simple_loss=0.3113, pruned_loss=0.07943, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.0318, over 48.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3485, pruned_loss=0.1109, over 2473966.93 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07447, over 21102.27 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.323, pruned_loss=0.07873, over 2084428.34 frames. utt_duration=1321 frames, utt_pad_proportion=0.03727, over 6317.51 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3497, pruned_loss=0.1129, over 2475147.90 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07548, over 22392.20 utterances.], batch size: 48, lr: 7.23e-04
2022-08-22 01:38:56,300 INFO [train.py:927] (3/8) Epoch 4, batch 3850, giga_loss[loss=0.2756, simple_loss=0.348, pruned_loss=0.1016, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03671, over 123.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3499, pruned_loss=0.1117, over 2474206.93 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07442, over 21479.46 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3224, pruned_loss=0.07851, over 2092153.40 frames. utt_duration=1326 frames, utt_pad_proportion=0.0368, over 6319.16 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3518, pruned_loss=0.114, over 2475145.07 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07551, over 22762.85 utterances.], batch size: 123, lr: 7.23e-04
2022-08-22 01:40:41,872 INFO [train.py:927] (3/8) Epoch 4, batch 3900, giga_loss[loss=0.2651, simple_loss=0.3322, pruned_loss=0.09898, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.2891, simple_loss=0.3521, pruned_loss=0.113, over 2474590.66 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07513, over 22209.91 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3227, pruned_loss=0.07883, over 2099285.91 frames. utt_duration=1325 frames, utt_pad_proportion=0.03652, over 6346.56 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3539, pruned_loss=0.1153, over 2475735.09 frames. utt_duration=423 frames, utt_pad_proportion=0.07622, over 23490.86 utterances.], batch size: 133, lr: 7.23e-04
2022-08-22 01:42:28,295 INFO [train.py:927] (3/8) Epoch 4, batch 3950, giga_loss[loss=0.2945, simple_loss=0.3612, pruned_loss=0.1139, over 12445.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04399, over 134.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3524, pruned_loss=0.111, over 2474810.14 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07559, over 22517.93 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3244, pruned_loss=0.07892, over 2106724.26 frames. utt_duration=1326 frames, utt_pad_proportion=0.03591, over 6361.45 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3529, pruned_loss=0.1133, over 2475747.06 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07676, over 23810.91 utterances.], batch size: 134, lr: 7.23e-04
2022-08-22 01:44:14,135 INFO [train.py:927] (3/8) Epoch 4, batch 4000, libri_loss[loss=0.256, simple_loss=0.3465, pruned_loss=0.08278, over 12364.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01562, over 41.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3493, pruned_loss=0.1083, over 2475100.19 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07385, over 22581.77 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3238, pruned_loss=0.07863, over 2113694.26 frames. utt_duration=1331 frames, utt_pad_proportion=0.03571, over 6357.36 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3506, pruned_loss=0.1109, over 2476151.83 frames. utt_duration=415.6 frames, utt_pad_proportion=0.0751, over 23917.16 utterances.], batch size: 41, lr: 7.22e-04
2022-08-22 01:45:57,901 INFO [train.py:927] (3/8) Epoch 4, batch 4050, giga_loss[loss=0.2664, simple_loss=0.3395, pruned_loss=0.0967, over 12378.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03065, over 58.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3474, pruned_loss=0.1073, over 2475397.40 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07762, over 23073.66 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3239, pruned_loss=0.07879, over 2120749.34 frames. utt_duration=1318 frames, utt_pad_proportion=0.04023, over 6444.31 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3488, pruned_loss=0.1098, over 2476331.19 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07769, over 24357.70 utterances.], batch size: 58, lr: 7.22e-04
2022-08-22 01:47:49,647 INFO [train.py:927] (3/8) Epoch 4, batch 4100, libri_loss[loss=0.2371, simple_loss=0.3115, pruned_loss=0.08132, over 12123.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00598, over 32.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3455, pruned_loss=0.1059, over 2474648.40 frames. utt_duration=433.5 frames, utt_pad_proportion=0.08169, over 22909.39 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3239, pruned_loss=0.07902, over 2127473.51 frames. utt_duration=1304 frames, utt_pad_proportion=0.04528, over 6531.48 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.347, pruned_loss=0.1082, over 2475709.28 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08062, over 24151.21 utterances.], batch size: 32, lr: 7.22e-04
2022-08-22 01:49:35,663 INFO [train.py:927] (3/8) Epoch 4, batch 4150, giga_loss[loss=0.2551, simple_loss=0.3181, pruned_loss=0.09601, over 12375.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2138, over 374.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.345, pruned_loss=0.1032, over 2475223.07 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07952, over 22619.07 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3236, pruned_loss=0.07907, over 2134478.43 frames. utt_duration=1301 frames, utt_pad_proportion=0.04551, over 6570.56 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3469, pruned_loss=0.1055, over 2475964.18 frames. utt_duration=416.5 frames, utt_pad_proportion=0.0789, over 23864.03 utterances.], batch size: 374, lr: 7.22e-04
2022-08-22 01:51:21,872 INFO [train.py:927] (3/8) Epoch 4, batch 4200, giga_loss[loss=0.2539, simple_loss=0.3286, pruned_loss=0.08955, over 12460.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03597, over 40.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3437, pruned_loss=0.1021, over 2475216.19 frames. utt_duration=461 frames, utt_pad_proportion=0.07438, over 21543.20 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3233, pruned_loss=0.07893, over 2137852.60 frames. utt_duration=1300 frames, utt_pad_proportion=0.04551, over 6584.87 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3456, pruned_loss=0.1041, over 2475818.28 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0742, over 22639.24 utterances.], batch size: 40, lr: 7.21e-04
2022-08-22 01:53:06,807 INFO [train.py:927] (3/8) Epoch 4, batch 4250, libri_loss[loss=0.2599, simple_loss=0.3593, pruned_loss=0.0802, over 12272.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007953, over 37.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3433, pruned_loss=0.1023, over 2474666.43 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07894, over 21708.21 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3246, pruned_loss=0.07892, over 2144546.42 frames. utt_duration=1301 frames, utt_pad_proportion=0.04468, over 6601.08 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3441, pruned_loss=0.1044, over 2475142.45 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07903, over 22844.69 utterances.], batch size: 37, lr: 7.21e-04
2022-08-22 01:54:54,698 INFO [train.py:927] (3/8) Epoch 4, batch 4300, giga_loss[loss=0.2649, simple_loss=0.3386, pruned_loss=0.09559, over 12452.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02974, over 80.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3425, pruned_loss=0.1016, over 2474664.95 frames. utt_duration=481.1 frames, utt_pad_proportion=0.075, over 20636.15 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3246, pruned_loss=0.07884, over 2150827.46 frames. utt_duration=1302 frames, utt_pad_proportion=0.04431, over 6614.89 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3435, pruned_loss=0.1037, over 2475281.42 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07556, over 21785.63 utterances.], batch size: 80, lr: 7.21e-04
2022-08-22 01:56:37,938 INFO [train.py:927] (3/8) Epoch 4, batch 4350, giga_loss[loss=0.2833, simple_loss=0.3611, pruned_loss=0.1028, over 12442.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03655, over 133.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3416, pruned_loss=0.09981, over 2474330.88 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07032, over 20222.58 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3249, pruned_loss=0.07886, over 2158629.33 frames. utt_duration=1303 frames, utt_pad_proportion=0.04346, over 6635.41 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3426, pruned_loss=0.102, over 2475000.53 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07147, over 21430.08 utterances.], batch size: 133, lr: 7.21e-04
2022-08-22 01:58:25,428 INFO [train.py:927] (3/8) Epoch 4, batch 4400, giga_loss[loss=0.2539, simple_loss=0.328, pruned_loss=0.08992, over 12348.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0295, over 91.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3393, pruned_loss=0.09922, over 2473979.01 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07268, over 20512.86 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3251, pruned_loss=0.07924, over 2164532.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.04275, over 6635.73 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3401, pruned_loss=0.101, over 2474838.36 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07384, over 21725.13 utterances.], batch size: 91, lr: 7.21e-04
2022-08-22 02:00:11,636 INFO [train.py:927] (3/8) Epoch 4, batch 4450, giga_loss[loss=0.2344, simple_loss=0.3015, pruned_loss=0.08365, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3391, pruned_loss=0.1, over 2473982.70 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07063, over 20471.36 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3257, pruned_loss=0.07971, over 2170541.03 frames. utt_duration=1296 frames, utt_pad_proportion=0.04383, over 6704.41 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3396, pruned_loss=0.1014, over 2474802.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07159, over 21618.38 utterances.], batch size: 45, lr: 7.20e-04
2022-08-22 02:01:54,719 INFO [train.py:927] (3/8) Epoch 4, batch 4500, giga_loss[loss=0.2454, simple_loss=0.3315, pruned_loss=0.0797, over 12309.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03497, over 51.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3374, pruned_loss=0.09958, over 2474098.34 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07284, over 20400.53 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3257, pruned_loss=0.07986, over 2182563.83 frames. utt_duration=1296 frames, utt_pad_proportion=0.04327, over 6743.07 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3382, pruned_loss=0.1013, over 2474675.29 frames. utt_duration=456 frames, utt_pad_proportion=0.07401, over 21776.20 utterances.], batch size: 51, lr: 7.20e-04
2022-08-22 02:03:41,980 INFO [train.py:927] (3/8) Epoch 4, batch 4550, giga_loss[loss=0.2634, simple_loss=0.3207, pruned_loss=0.103, over 12175.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.0395, over 33.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3352, pruned_loss=0.09847, over 2474136.17 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0679, over 19465.18 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.325, pruned_loss=0.07966, over 2189573.40 frames. utt_duration=1299 frames, utt_pad_proportion=0.04237, over 6748.52 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3366, pruned_loss=0.1004, over 2474775.12 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06963, over 20842.84 utterances.], batch size: 33, lr: 7.20e-04
2022-08-22 02:05:25,621 INFO [train.py:927] (3/8) Epoch 4, batch 4600, giga_loss[loss=0.291, simple_loss=0.3499, pruned_loss=0.116, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04062, over 133.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3356, pruned_loss=0.09769, over 2474235.21 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0632, over 19284.62 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3252, pruned_loss=0.07969, over 2193587.89 frames. utt_duration=1300 frames, utt_pad_proportion=0.04183, over 6756.22 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3367, pruned_loss=0.09944, over 2474938.26 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06512, over 20528.88 utterances.], batch size: 133, lr: 7.20e-04
2022-08-22 02:07:10,130 INFO [train.py:927] (3/8) Epoch 4, batch 4650, giga_loss[loss=0.2662, simple_loss=0.3371, pruned_loss=0.09761, over 12454.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03636, over 105.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3357, pruned_loss=0.0969, over 2474256.59 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06398, over 18987.88 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3262, pruned_loss=0.0798, over 2196342.69 frames. utt_duration=1300 frames, utt_pad_proportion=0.04162, over 6766.59 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3359, pruned_loss=0.09835, over 2474860.98 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06562, over 20064.80 utterances.], batch size: 105, lr: 7.19e-04
2022-08-22 02:08:55,390 INFO [train.py:927] (3/8) Epoch 4, batch 4700, giga_loss[loss=0.3184, simple_loss=0.3606, pruned_loss=0.1381, over 12362.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3388, pruned_loss=0.1003, over 2474174.48 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07362, over 19955.23 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3269, pruned_loss=0.08031, over 2204550.71 frames. utt_duration=1272 frames, utt_pad_proportion=0.05104, over 6941.09 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3387, pruned_loss=0.1016, over 2474699.01 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07189, over 21007.97 utterances.], batch size: 364, lr: 7.19e-04
2022-08-22 02:10:37,270 INFO [train.py:927] (3/8) Epoch 4, batch 4750, giga_loss[loss=0.2985, simple_loss=0.3538, pruned_loss=0.1216, over 12456.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03394, over 98.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3375, pruned_loss=0.1003, over 2474055.93 frames. utt_duration=510.8 frames, utt_pad_proportion=0.07024, over 19430.96 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3265, pruned_loss=0.08022, over 2213425.05 frames. utt_duration=1277 frames, utt_pad_proportion=0.04961, over 6943.08 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3381, pruned_loss=0.102, over 2474870.10 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06964, over 20677.68 utterances.], batch size: 98, lr: 7.19e-04
2022-08-22 02:12:21,244 INFO [train.py:927] (3/8) Epoch 4, batch 4800, giga_loss[loss=0.2621, simple_loss=0.3315, pruned_loss=0.09632, over 12456.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3383, pruned_loss=0.1018, over 2474785.49 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07229, over 20453.93 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3264, pruned_loss=0.08021, over 2215883.87 frames. utt_duration=1279 frames, utt_pad_proportion=0.04919, over 6940.66 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.339, pruned_loss=0.1033, over 2475573.15 frames. utt_duration=461 frames, utt_pad_proportion=0.07192, over 21548.17 utterances.], batch size: 105, lr: 7.19e-04
2022-08-22 02:14:03,073 INFO [train.py:927] (3/8) Epoch 4, batch 4850, giga_loss[loss=0.2418, simple_loss=0.3192, pruned_loss=0.08219, over 12356.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0303, over 85.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3365, pruned_loss=0.09883, over 2473424.83 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06851, over 19559.93 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3257, pruned_loss=0.07992, over 2223659.17 frames. utt_duration=1286 frames, utt_pad_proportion=0.04791, over 6922.94 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3378, pruned_loss=0.1009, over 2475069.03 frames. utt_duration=476 frames, utt_pad_proportion=0.06901, over 20864.20 utterances.], batch size: 85, lr: 7.19e-04
2022-08-22 02:15:52,231 INFO [train.py:927] (3/8) Epoch 4, batch 4900, giga_loss[loss=0.2557, simple_loss=0.3207, pruned_loss=0.09537, over 12340.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03341, over 58.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3346, pruned_loss=0.09787, over 2473503.56 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06761, over 19439.46 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3262, pruned_loss=0.07974, over 2229812.58 frames. utt_duration=1290 frames, utt_pad_proportion=0.04699, over 6922.82 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3356, pruned_loss=0.1001, over 2474826.80 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06851, over 20768.98 utterances.], batch size: 58, lr: 7.18e-04
2022-08-22 02:17:33,347 INFO [train.py:927] (3/8) Epoch 4, batch 4950, giga_loss[loss=0.2425, simple_loss=0.3229, pruned_loss=0.08107, over 12403.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04032, over 31.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3334, pruned_loss=0.09705, over 2473748.72 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06532, over 18868.68 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3253, pruned_loss=0.07939, over 2237881.11 frames. utt_duration=1296 frames, utt_pad_proportion=0.0457, over 6913.70 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3352, pruned_loss=0.09968, over 2475111.39 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06679, over 20328.88 utterances.], batch size: 31, lr: 7.18e-04
2022-08-22 02:19:22,329 INFO [train.py:927] (3/8) Epoch 4, batch 5000, giga_loss[loss=0.2494, simple_loss=0.3378, pruned_loss=0.08048, over 12461.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04049, over 31.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3379, pruned_loss=0.09843, over 2474851.82 frames. utt_duration=499.8 frames, utt_pad_proportion=0.0737, over 19862.85 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3254, pruned_loss=0.07952, over 2238996.71 frames. utt_duration=1297 frames, utt_pad_proportion=0.0455, over 6915.13 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3391, pruned_loss=0.1005, over 2475979.01 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07446, over 21063.66 utterances.], batch size: 31, lr: 7.18e-04
2022-08-22 02:21:06,826 INFO [train.py:927] (3/8) Epoch 4, batch 5050, giga_loss[loss=0.2656, simple_loss=0.336, pruned_loss=0.09755, over 12423.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03666, over 40.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.342, pruned_loss=0.1012, over 2475669.13 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07143, over 20584.87 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3256, pruned_loss=0.0798, over 2242532.90 frames. utt_duration=1297 frames, utt_pad_proportion=0.04493, over 6924.36 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3431, pruned_loss=0.1029, over 2476539.46 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07242, over 21710.71 utterances.], batch size: 40, lr: 7.18e-04
2022-08-22 02:22:52,348 INFO [train.py:927] (3/8) Epoch 4, batch 5100, giga_loss[loss=0.3822, simple_loss=0.4024, pruned_loss=0.181, over 12369.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3423, pruned_loss=0.1027, over 2475472.86 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06975, over 20236.58 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3257, pruned_loss=0.08012, over 2248444.23 frames. utt_duration=1297 frames, utt_pad_proportion=0.04408, over 6944.10 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3435, pruned_loss=0.1043, over 2476026.98 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07111, over 21434.22 utterances.], batch size: 257, lr: 7.18e-04
2022-08-22 02:24:35,595 INFO [train.py:927] (3/8) Epoch 4, batch 5150, giga_loss[loss=0.2757, simple_loss=0.3396, pruned_loss=0.1059, over 12337.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03368, over 97.00 utterances.], tot_loss[loss=0.272, simple_loss=0.34, pruned_loss=0.102, over 2474911.99 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07104, over 20311.69 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3249, pruned_loss=0.07985, over 2255903.23 frames. utt_duration=1302 frames, utt_pad_proportion=0.04301, over 6941.03 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3421, pruned_loss=0.1042, over 2475696.81 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07261, over 21701.81 utterances.], batch size: 97, lr: 7.17e-04
2022-08-22 02:26:18,166 INFO [train.py:927] (3/8) Epoch 4, batch 5200, giga_loss[loss=0.254, simple_loss=0.3155, pruned_loss=0.09625, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04591, over 34.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3373, pruned_loss=0.101, over 2475065.44 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07508, over 20272.32 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3245, pruned_loss=0.07954, over 2259121.87 frames. utt_duration=1305 frames, utt_pad_proportion=0.04252, over 6930.97 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3395, pruned_loss=0.1033, over 2475734.98 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07634, over 21555.61 utterances.], batch size: 34, lr: 7.17e-04
2022-08-22 02:28:03,442 INFO [train.py:927] (3/8) Epoch 4, batch 5250, libri_loss[loss=0.2154, simple_loss=0.2914, pruned_loss=0.06965, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006555, over 33.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3373, pruned_loss=0.1014, over 2475194.30 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07015, over 19695.53 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3238, pruned_loss=0.07949, over 2264271.04 frames. utt_duration=1311 frames, utt_pad_proportion=0.0417, over 6918.84 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3399, pruned_loss=0.1037, over 2475897.88 frames. utt_duration=472.6 frames, utt_pad_proportion=0.0719, over 21018.89 utterances.], batch size: 33, lr: 7.17e-04
2022-08-22 02:29:48,120 INFO [train.py:927] (3/8) Epoch 4, batch 5300, giga_loss[loss=0.2424, simple_loss=0.3216, pruned_loss=0.08165, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02901, over 66.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.336, pruned_loss=0.1007, over 2474905.75 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06933, over 19625.93 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3238, pruned_loss=0.07962, over 2267470.87 frames. utt_duration=1312 frames, utt_pad_proportion=0.04118, over 6922.01 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3382, pruned_loss=0.1028, over 2475417.16 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07108, over 20841.92 utterances.], batch size: 66, lr: 7.17e-04
2022-08-22 02:31:30,947 INFO [train.py:927] (3/8) Epoch 4, batch 5350, giga_loss[loss=0.29, simple_loss=0.3487, pruned_loss=0.1156, over 12347.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02964, over 48.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3377, pruned_loss=0.1005, over 2474488.94 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06972, over 19263.62 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3248, pruned_loss=0.08006, over 2272483.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.05103, over 7115.80 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.339, pruned_loss=0.1022, over 2475014.22 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06843, over 20345.27 utterances.], batch size: 48, lr: 7.16e-04
2022-08-22 02:33:17,628 INFO [train.py:927] (3/8) Epoch 4, batch 5400, libri_loss[loss=0.2469, simple_loss=0.3385, pruned_loss=0.07763, over 12367.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02458, over 43.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3399, pruned_loss=0.1021, over 2473683.49 frames. utt_duration=481.9 frames, utt_pad_proportion=0.08112, over 20594.96 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3252, pruned_loss=0.07985, over 2278786.66 frames. utt_duration=1282 frames, utt_pad_proportion=0.04963, over 7117.89 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3411, pruned_loss=0.1043, over 2474707.35 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0803, over 21878.67 utterances.], batch size: 43, lr: 7.16e-04
2022-08-22 02:35:00,465 INFO [train.py:927] (3/8) Epoch 4, batch 5450, giga_loss[loss=0.3413, simple_loss=0.3986, pruned_loss=0.142, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04562, over 146.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3413, pruned_loss=0.1002, over 2473091.61 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07798, over 19887.01 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3257, pruned_loss=0.07996, over 2284279.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05339, over 7204.40 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3422, pruned_loss=0.1025, over 2474149.14 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07683, over 21179.17 utterances.], batch size: 146, lr: 7.16e-04
2022-08-22 02:36:42,631 INFO [train.py:927] (3/8) Epoch 4, batch 5500, giga_loss[loss=0.3061, simple_loss=0.3704, pruned_loss=0.1209, over 12384.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04461, over 31.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3439, pruned_loss=0.1027, over 2473473.72 frames. utt_duration=481.9 frames, utt_pad_proportion=0.08083, over 20594.28 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3254, pruned_loss=0.0799, over 2288938.35 frames. utt_duration=1273 frames, utt_pad_proportion=0.05235, over 7201.33 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3452, pruned_loss=0.105, over 2474336.49 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08032, over 21925.41 utterances.], batch size: 31, lr: 7.16e-04
2022-08-22 02:38:29,600 INFO [train.py:927] (3/8) Epoch 4, batch 5550, giga_loss[loss=0.2513, simple_loss=0.3378, pruned_loss=0.08242, over 12390.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.02869, over 51.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3442, pruned_loss=0.1041, over 2473394.74 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08358, over 21150.70 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3244, pruned_loss=0.07945, over 2292172.01 frames. utt_duration=1279 frames, utt_pad_proportion=0.05173, over 7175.52 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3465, pruned_loss=0.1068, over 2474482.21 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08333, over 22478.52 utterances.], batch size: 51, lr: 7.16e-04
2022-08-22 02:40:09,759 INFO [train.py:927] (3/8) Epoch 4, batch 5600, giga_loss[loss=0.2804, simple_loss=0.3572, pruned_loss=0.1019, over 12430.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04156, over 146.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3458, pruned_loss=0.1051, over 2473453.74 frames. utt_duration=450.4 frames, utt_pad_proportion=0.08652, over 22036.27 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3244, pruned_loss=0.07954, over 2295595.81 frames. utt_duration=1280 frames, utt_pad_proportion=0.05096, over 7181.96 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3479, pruned_loss=0.1076, over 2474503.34 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08663, over 23355.29 utterances.], batch size: 146, lr: 7.15e-04
2022-08-22 02:41:52,816 INFO [train.py:927] (3/8) Epoch 4, batch 5650, libri_loss[loss=0.239, simple_loss=0.3242, pruned_loss=0.07692, over 12441.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01043, over 39.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3455, pruned_loss=0.1038, over 2473645.66 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0862, over 21994.94 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3242, pruned_loss=0.07934, over 2302432.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.04951, over 7165.09 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3482, pruned_loss=0.107, over 2474666.03 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08713, over 23661.17 utterances.], batch size: 39, lr: 7.15e-04
2022-08-22 02:43:35,681 INFO [train.py:927] (3/8) Epoch 4, batch 5700, giga_loss[loss=0.2802, simple_loss=0.349, pruned_loss=0.1057, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03727, over 37.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3466, pruned_loss=0.105, over 2473709.75 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08519, over 22346.77 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.324, pruned_loss=0.07916, over 2308099.68 frames. utt_duration=1290 frames, utt_pad_proportion=0.04826, over 7162.88 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3497, pruned_loss=0.1086, over 2475476.75 frames. utt_duration=410.1 frames, utt_pad_proportion=0.08669, over 24234.19 utterances.], batch size: 37, lr: 7.15e-04
2022-08-22 02:45:17,468 INFO [train.py:927] (3/8) Epoch 4, batch 5750, giga_loss[loss=0.2617, simple_loss=0.3298, pruned_loss=0.09686, over 12422.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03823, over 133.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3433, pruned_loss=0.1036, over 2474164.87 frames. utt_duration=453 frames, utt_pad_proportion=0.08348, over 21916.39 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3232, pruned_loss=0.07869, over 2312226.41 frames. utt_duration=1292 frames, utt_pad_proportion=0.04765, over 7167.80 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3471, pruned_loss=0.1074, over 2475543.20 frames. utt_duration=418.2 frames, utt_pad_proportion=0.08525, over 23759.82 utterances.], batch size: 133, lr: 7.15e-04
2022-08-22 02:47:02,106 INFO [train.py:927] (3/8) Epoch 4, batch 5800, giga_loss[loss=0.3036, simple_loss=0.3671, pruned_loss=0.1201, over 12385.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03992, over 113.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3408, pruned_loss=0.1027, over 2474605.28 frames. utt_duration=459 frames, utt_pad_proportion=0.08393, over 21631.48 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3228, pruned_loss=0.07877, over 2316330.98 frames. utt_duration=1296 frames, utt_pad_proportion=0.0467, over 7157.79 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3445, pruned_loss=0.1063, over 2475625.30 frames. utt_duration=424 frames, utt_pad_proportion=0.08582, over 23432.72 utterances.], batch size: 113, lr: 7.15e-04
2022-08-22 02:48:45,353 INFO [train.py:927] (3/8) Epoch 4, batch 5850, giga_loss[loss=0.2495, simple_loss=0.3247, pruned_loss=0.08712, over 12455.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04029, over 114.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3415, pruned_loss=0.1036, over 2474285.71 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08614, over 21722.55 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.324, pruned_loss=0.07921, over 2323192.12 frames. utt_duration=1280 frames, utt_pad_proportion=0.05075, over 7270.28 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3442, pruned_loss=0.1072, over 2475233.69 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08713, over 23707.90 utterances.], batch size: 114, lr: 7.14e-04
2022-08-22 02:50:23,126 INFO [train.py:927] (3/8) Epoch 4, batch 5900, giga_loss[loss=0.2482, simple_loss=0.3317, pruned_loss=0.08235, over 12403.00 frames. utt_duration=663 frames, utt_pad_proportion=0.03488, over 75.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3384, pruned_loss=0.1006, over 2474223.82 frames. utt_duration=440.2 frames, utt_pad_proportion=0.08715, over 22558.26 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.324, pruned_loss=0.07913, over 2326607.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.0497, over 7259.63 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3409, pruned_loss=0.104, over 2475286.96 frames. utt_duration=405.6 frames, utt_pad_proportion=0.08839, over 24502.20 utterances.], batch size: 75, lr: 7.14e-04
2022-08-22 02:52:08,689 INFO [train.py:927] (3/8) Epoch 4, batch 5950, giga_loss[loss=0.3332, simple_loss=0.3756, pruned_loss=0.1455, over 12371.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07068, over 211.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3378, pruned_loss=0.1008, over 2474264.24 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08694, over 23436.91 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3241, pruned_loss=0.0792, over 2327136.43 frames. utt_duration=1284 frames, utt_pad_proportion=0.04948, over 7258.33 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3397, pruned_loss=0.1035, over 2475263.93 frames. utt_duration=397.2 frames, utt_pad_proportion=0.08799, over 25020.03 utterances.], batch size: 211, lr: 7.14e-04
2022-08-22 02:53:53,226 INFO [train.py:927] (3/8) Epoch 4, batch 6000, giga_loss[loss=0.3403, simple_loss=0.3794, pruned_loss=0.1506, over 12390.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07846, over 213.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3343, pruned_loss=0.09891, over 2474335.51 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08453, over 22055.53 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3241, pruned_loss=0.07921, over 2330915.63 frames. utt_duration=1283 frames, utt_pad_proportion=0.0494, over 7277.90 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3361, pruned_loss=0.1015, over 2475015.40 frames. utt_duration=420 frames, utt_pad_proportion=0.08588, over 23651.56 utterances.], batch size: 213, lr: 7.14e-04
2022-08-22 02:53:53,226 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 02:54:06,244 INFO [train.py:967] (3/8) 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 02:55:47,433 INFO [train.py:927] (3/8) Epoch 4, batch 6050, giga_loss[loss=0.2751, simple_loss=0.3426, pruned_loss=0.1038, over 12457.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03609, over 105.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3351, pruned_loss=0.0988, over 2474562.14 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0846, over 22197.60 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3238, pruned_loss=0.07907, over 2332882.23 frames. utt_duration=1285 frames, utt_pad_proportion=0.04879, over 7268.79 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3369, pruned_loss=0.1013, over 2475264.84 frames. utt_duration=419.5 frames, utt_pad_proportion=0.086, over 23684.41 utterances.], batch size: 105, lr: 7.14e-04
2022-08-22 02:57:33,174 INFO [train.py:927] (3/8) Epoch 4, batch 6100, giga_loss[loss=0.3304, simple_loss=0.3655, pruned_loss=0.1477, over 12334.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3352, pruned_loss=0.09884, over 2474226.77 frames. utt_duration=457.7 frames, utt_pad_proportion=0.08233, over 21692.53 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3239, pruned_loss=0.07939, over 2338108.71 frames. utt_duration=1290 frames, utt_pad_proportion=0.0474, over 7260.29 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.337, pruned_loss=0.1013, over 2475115.88 frames. utt_duration=423.9 frames, utt_pad_proportion=0.08432, over 23436.91 utterances.], batch size: 369, lr: 7.13e-04
2022-08-22 02:59:15,929 INFO [train.py:927] (3/8) Epoch 4, batch 6150, giga_loss[loss=0.3075, simple_loss=0.3642, pruned_loss=0.1254, over 12425.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3373, pruned_loss=0.1001, over 2474196.28 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07861, over 21662.98 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3246, pruned_loss=0.07954, over 2343210.65 frames. utt_duration=1284 frames, utt_pad_proportion=0.04715, over 7308.89 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3386, pruned_loss=0.1027, over 2475153.52 frames. utt_duration=421.2 frames, utt_pad_proportion=0.081, over 23585.68 utterances.], batch size: 162, lr: 7.13e-04
2022-08-22 03:01:03,315 INFO [train.py:927] (3/8) Epoch 4, batch 6200, giga_loss[loss=0.2636, simple_loss=0.3323, pruned_loss=0.09747, over 12438.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0382, over 123.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3402, pruned_loss=0.102, over 2473960.18 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07918, over 22118.28 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3249, pruned_loss=0.07951, over 2346118.90 frames. utt_duration=1285 frames, utt_pad_proportion=0.04657, over 7309.07 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3414, pruned_loss=0.1046, over 2475027.73 frames. utt_duration=414 frames, utt_pad_proportion=0.08143, over 23996.35 utterances.], batch size: 123, lr: 7.13e-04
2022-08-22 03:02:45,894 INFO [train.py:927] (3/8) Epoch 4, batch 6250, giga_loss[loss=0.2827, simple_loss=0.3604, pruned_loss=0.1025, over 12452.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04073, over 114.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3407, pruned_loss=0.1023, over 2474005.22 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07746, over 21231.40 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3245, pruned_loss=0.07918, over 2349941.57 frames. utt_duration=1288 frames, utt_pad_proportion=0.04548, over 7306.93 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3425, pruned_loss=0.1053, over 2474804.92 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08007, over 23132.34 utterances.], batch size: 114, lr: 7.13e-04
2022-08-22 03:04:27,494 INFO [train.py:927] (3/8) Epoch 4, batch 6300, giga_loss[loss=0.3104, simple_loss=0.355, pruned_loss=0.1329, over 12366.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2055, over 370.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3414, pruned_loss=0.1017, over 2474082.46 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07698, over 21093.82 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3244, pruned_loss=0.07924, over 2353722.01 frames. utt_duration=1276 frames, utt_pad_proportion=0.05, over 7389.91 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3432, pruned_loss=0.1047, over 2474622.26 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07804, over 22917.30 utterances.], batch size: 370, lr: 7.12e-04
2022-08-22 03:06:08,540 INFO [train.py:927] (3/8) Epoch 4, batch 6350, giga_loss[loss=0.2256, simple_loss=0.3039, pruned_loss=0.07365, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02906, over 42.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3404, pruned_loss=0.1021, over 2474608.25 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08081, over 21467.62 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3243, pruned_loss=0.07926, over 2356118.75 frames. utt_duration=1265 frames, utt_pad_proportion=0.054, over 7460.93 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3423, pruned_loss=0.1049, over 2475036.34 frames. utt_duration=429.7 frames, utt_pad_proportion=0.0806, over 23114.97 utterances.], batch size: 42, lr: 7.12e-04
2022-08-22 03:07:49,456 INFO [train.py:927] (3/8) Epoch 4, batch 6400, giga_loss[loss=0.2717, simple_loss=0.331, pruned_loss=0.1062, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02713, over 48.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3378, pruned_loss=0.1011, over 2474536.92 frames. utt_duration=470.4 frames, utt_pad_proportion=0.08071, over 21105.69 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3234, pruned_loss=0.07895, over 2360315.29 frames. utt_duration=1272 frames, utt_pad_proportion=0.05239, over 7431.06 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3406, pruned_loss=0.1044, over 2475284.44 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08137, over 22967.36 utterances.], batch size: 48, lr: 7.12e-04
2022-08-22 03:09:29,732 INFO [train.py:927] (3/8) Epoch 4, batch 6450, giga_loss[loss=0.2451, simple_loss=0.3104, pruned_loss=0.08993, over 12313.00 frames. utt_duration=1174 frames, utt_pad_proportion=0.02482, over 42.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3362, pruned_loss=0.1008, over 2474675.43 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07997, over 21088.47 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3222, pruned_loss=0.07849, over 2364607.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.05084, over 7395.47 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3401, pruned_loss=0.1047, over 2475466.91 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08125, over 23110.37 utterances.], batch size: 42, lr: 7.12e-04
2022-08-22 03:11:09,984 INFO [train.py:927] (3/8) Epoch 4, batch 6500, giga_loss[loss=0.3075, simple_loss=0.3602, pruned_loss=0.1275, over 12387.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.0453, over 146.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3366, pruned_loss=0.1015, over 2475122.83 frames. utt_duration=467.3 frames, utt_pad_proportion=0.08583, over 21253.03 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3218, pruned_loss=0.07832, over 2367841.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.05429, over 7464.76 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3404, pruned_loss=0.1053, over 2475797.44 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0857, over 23174.67 utterances.], batch size: 146, lr: 7.12e-04
2022-08-22 03:12:48,938 INFO [train.py:927] (3/8) Epoch 4, batch 6550, giga_loss[loss=0.2555, simple_loss=0.3302, pruned_loss=0.09041, over 12482.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.04136, over 52.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3377, pruned_loss=0.1021, over 2475557.94 frames. utt_duration=475.6 frames, utt_pad_proportion=0.08041, over 20883.01 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3219, pruned_loss=0.07828, over 2370583.89 frames. utt_duration=1273 frames, utt_pad_proportion=0.05328, over 7457.24 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3409, pruned_loss=0.1056, over 2476015.38 frames. utt_duration=437.5 frames, utt_pad_proportion=0.08121, over 22715.18 utterances.], batch size: 52, lr: 7.11e-04
2022-08-22 03:14:32,615 INFO [train.py:927] (3/8) Epoch 4, batch 6600, libri_loss[loss=0.2557, simple_loss=0.3415, pruned_loss=0.0849, over 12422.00 frames. utt_duration=743.1 frames, utt_pad_proportion=0.1565, over 67.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3389, pruned_loss=0.1031, over 2476047.22 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08141, over 21483.19 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3219, pruned_loss=0.07812, over 2373918.18 frames. utt_duration=1267 frames, utt_pad_proportion=0.05427, over 7501.97 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3419, pruned_loss=0.1068, over 2476234.65 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08196, over 23286.40 utterances.], batch size: 67, lr: 7.11e-04
2022-08-22 03:16:14,553 INFO [train.py:927] (3/8) Epoch 4, batch 6650, giga_loss[loss=0.3056, simple_loss=0.3568, pruned_loss=0.1272, over 12399.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05853, over 182.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3382, pruned_loss=0.102, over 2475336.86 frames. utt_duration=473.5 frames, utt_pad_proportion=0.08314, over 20976.52 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.322, pruned_loss=0.07803, over 2377609.40 frames. utt_duration=1257 frames, utt_pad_proportion=0.05775, over 7576.41 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3411, pruned_loss=0.1059, over 2475787.19 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08269, over 22867.39 utterances.], batch size: 182, lr: 7.11e-04
2022-08-22 03:17:59,125 INFO [train.py:927] (3/8) Epoch 4, batch 6700, giga_loss[loss=0.3378, simple_loss=0.3758, pruned_loss=0.1499, over 12352.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3392, pruned_loss=0.1031, over 2475306.87 frames. utt_duration=458.7 frames, utt_pad_proportion=0.0849, over 21653.53 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3213, pruned_loss=0.07769, over 2379487.05 frames. utt_duration=1261 frames, utt_pad_proportion=0.05686, over 7558.96 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3425, pruned_loss=0.107, over 2475737.37 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08481, over 23410.20 utterances.], batch size: 370, lr: 7.11e-04
2022-08-22 03:19:39,627 INFO [train.py:927] (3/8) Epoch 4, batch 6750, libri_loss[loss=0.2816, simple_loss=0.3591, pruned_loss=0.102, over 12430.00 frames. utt_duration=433.8 frames, utt_pad_proportion=0.3233, over 115.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3401, pruned_loss=0.1037, over 2474871.82 frames. utt_duration=472.7 frames, utt_pad_proportion=0.08492, over 21005.21 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3216, pruned_loss=0.07813, over 2383946.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.0603, over 7656.00 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3435, pruned_loss=0.1077, over 2475434.83 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08425, over 23008.70 utterances.], batch size: 115, lr: 7.11e-04
2022-08-22 03:21:23,231 INFO [train.py:927] (3/8) Epoch 4, batch 6800, giga_loss[loss=0.285, simple_loss=0.3516, pruned_loss=0.1092, over 12407.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05009, over 161.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.341, pruned_loss=0.1038, over 2474308.37 frames. utt_duration=454.4 frames, utt_pad_proportion=0.09027, over 21853.24 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3212, pruned_loss=0.0781, over 2385248.43 frames. utt_duration=1250 frames, utt_pad_proportion=0.0598, over 7639.20 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3442, pruned_loss=0.1074, over 2474800.94 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08961, over 23640.64 utterances.], batch size: 161, lr: 7.10e-04
2022-08-22 03:23:06,860 INFO [train.py:927] (3/8) Epoch 4, batch 6850, giga_loss[loss=0.2423, simple_loss=0.324, pruned_loss=0.08024, over 12278.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03491, over 28.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3392, pruned_loss=0.1019, over 2473847.16 frames. utt_duration=466.4 frames, utt_pad_proportion=0.08444, over 21284.60 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3212, pruned_loss=0.07804, over 2387461.97 frames. utt_duration=1252 frames, utt_pad_proportion=0.05891, over 7639.00 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3422, pruned_loss=0.1053, over 2474258.43 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08476, over 23015.81 utterances.], batch size: 28, lr: 7.10e-04
2022-08-22 03:24:47,196 INFO [train.py:927] (3/8) Epoch 4, batch 6900, giga_loss[loss=0.27, simple_loss=0.3415, pruned_loss=0.09921, over 12368.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03881, over 113.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3403, pruned_loss=0.1013, over 2473789.58 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07912, over 20480.78 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.322, pruned_loss=0.07793, over 2388423.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.05882, over 7633.57 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3422, pruned_loss=0.1045, over 2474407.34 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07988, over 22034.12 utterances.], batch size: 113, lr: 7.10e-04
2022-08-22 03:26:31,823 INFO [train.py:927] (3/8) Epoch 4, batch 6950, giga_loss[loss=0.2591, simple_loss=0.3272, pruned_loss=0.09553, over 12352.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03265, over 51.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3393, pruned_loss=0.1019, over 2474647.94 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07984, over 20136.50 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3225, pruned_loss=0.07878, over 2392144.94 frames. utt_duration=1248 frames, utt_pad_proportion=0.05815, over 7677.80 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.341, pruned_loss=0.1046, over 2474812.94 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08098, over 21822.43 utterances.], batch size: 51, lr: 7.10e-04
2022-08-22 03:28:15,911 INFO [train.py:927] (3/8) Epoch 4, batch 7000, giga_loss[loss=0.242, simple_loss=0.3204, pruned_loss=0.08177, over 12407.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02424, over 66.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3402, pruned_loss=0.1029, over 2474672.52 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07697, over 20132.84 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3223, pruned_loss=0.07869, over 2392820.33 frames. utt_duration=1250 frames, utt_pad_proportion=0.0577, over 7669.06 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.342, pruned_loss=0.1053, over 2474921.36 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07824, over 21564.79 utterances.], batch size: 66, lr: 7.10e-04
2022-08-22 03:29:59,144 INFO [train.py:927] (3/8) Epoch 4, batch 7050, giga_loss[loss=0.2581, simple_loss=0.3355, pruned_loss=0.09032, over 12310.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02947, over 74.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.34, pruned_loss=0.1024, over 2474835.21 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07326, over 20113.18 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3217, pruned_loss=0.0783, over 2395579.92 frames. utt_duration=1245 frames, utt_pad_proportion=0.05806, over 7707.01 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3425, pruned_loss=0.1054, over 2475103.81 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07458, over 21627.30 utterances.], batch size: 74, lr: 7.09e-04
2022-08-22 03:31:39,029 INFO [train.py:927] (3/8) Epoch 4, batch 7100, giga_loss[loss=0.2668, simple_loss=0.3354, pruned_loss=0.09905, over 12387.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02964, over 97.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3387, pruned_loss=0.101, over 2474333.42 frames. utt_duration=509.4 frames, utt_pad_proportion=0.0718, over 19485.91 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3213, pruned_loss=0.0782, over 2397964.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.05678, over 7665.96 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3416, pruned_loss=0.1042, over 2474838.89 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07356, over 21117.18 utterances.], batch size: 97, lr: 7.09e-04
2022-08-22 03:33:21,574 INFO [train.py:927] (3/8) Epoch 4, batch 7150, giga_loss[loss=0.284, simple_loss=0.3443, pruned_loss=0.1118, over 12414.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03262, over 80.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3394, pruned_loss=0.1015, over 2475136.26 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07263, over 19870.96 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3217, pruned_loss=0.07846, over 2399272.81 frames. utt_duration=1230 frames, utt_pad_proportion=0.06426, over 7808.93 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3416, pruned_loss=0.1042, over 2475735.33 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07171, over 21254.55 utterances.], batch size: 80, lr: 7.09e-04
2022-08-22 03:35:07,436 INFO [train.py:927] (3/8) Epoch 4, batch 7200, giga_loss[loss=0.2981, simple_loss=0.3524, pruned_loss=0.1219, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04476, over 146.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3386, pruned_loss=0.1014, over 2475176.54 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07075, over 20048.34 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3218, pruned_loss=0.07853, over 2400570.89 frames. utt_duration=1233 frames, utt_pad_proportion=0.06302, over 7794.96 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3407, pruned_loss=0.104, over 2476183.01 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0706, over 21437.75 utterances.], batch size: 146, lr: 7.09e-04
2022-08-22 03:36:50,622 INFO [train.py:927] (3/8) Epoch 4, batch 7250, giga_loss[loss=0.2597, simple_loss=0.3153, pruned_loss=0.102, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3343, pruned_loss=0.09929, over 2474790.38 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07337, over 20013.74 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3219, pruned_loss=0.07856, over 2401658.98 frames. utt_duration=1230 frames, utt_pad_proportion=0.06323, over 7819.98 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.336, pruned_loss=0.1016, over 2475606.54 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07306, over 21260.02 utterances.], batch size: 369, lr: 7.09e-04
2022-08-22 03:38:35,035 INFO [train.py:927] (3/8) Epoch 4, batch 7300, giga_loss[loss=0.2664, simple_loss=0.3325, pruned_loss=0.1001, over 12317.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0365, over 51.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3325, pruned_loss=0.09849, over 2474430.30 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06914, over 19416.75 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3221, pruned_loss=0.07867, over 2403852.64 frames. utt_duration=1220 frames, utt_pad_proportion=0.06615, over 7891.15 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3341, pruned_loss=0.1008, over 2475074.45 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06824, over 20671.75 utterances.], batch size: 51, lr: 7.08e-04
2022-08-22 03:40:17,060 INFO [train.py:927] (3/8) Epoch 4, batch 7350, giga_loss[loss=0.2531, simple_loss=0.3376, pruned_loss=0.08426, over 12422.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03198, over 80.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3313, pruned_loss=0.09552, over 2474570.15 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07158, over 20622.97 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3217, pruned_loss=0.07837, over 2405142.90 frames. utt_duration=1225 frames, utt_pad_proportion=0.06488, over 7863.14 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3331, pruned_loss=0.09807, over 2475483.70 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07126, over 21925.05 utterances.], batch size: 80, lr: 7.08e-04
2022-08-22 03:41:57,179 INFO [train.py:927] (3/8) Epoch 4, batch 7400, giga_loss[loss=0.2832, simple_loss=0.3457, pruned_loss=0.1104, over 12404.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06922, over 211.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3299, pruned_loss=0.09289, over 2475451.51 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07276, over 21767.82 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3222, pruned_loss=0.07874, over 2407235.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.06762, over 7955.27 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3311, pruned_loss=0.09503, over 2476160.22 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07169, over 23068.27 utterances.], batch size: 211, lr: 7.08e-04
2022-08-22 03:43:43,075 INFO [train.py:927] (3/8) Epoch 4, batch 7450, giga_loss[loss=0.2353, simple_loss=0.322, pruned_loss=0.07428, over 12431.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03663, over 105.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.327, pruned_loss=0.08876, over 2475433.87 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07393, over 21816.79 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3222, pruned_loss=0.07871, over 2408101.67 frames. utt_duration=1215 frames, utt_pad_proportion=0.06693, over 7937.09 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.328, pruned_loss=0.09064, over 2476110.58 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07325, over 23035.19 utterances.], batch size: 105, lr: 7.08e-04
2022-08-22 03:45:26,507 INFO [train.py:927] (3/8) Epoch 4, batch 7500, giga_loss[loss=0.26, simple_loss=0.3386, pruned_loss=0.09066, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3268, pruned_loss=0.08735, over 2475519.91 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07514, over 22249.86 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3225, pruned_loss=0.07872, over 2409271.98 frames. utt_duration=1206 frames, utt_pad_proportion=0.0695, over 7997.64 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3274, pruned_loss=0.08904, over 2476528.48 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07386, over 23493.14 utterances.], batch size: 86, lr: 7.08e-04
2022-08-22 03:47:13,997 INFO [train.py:927] (3/8) Epoch 4, batch 7550, giga_loss[loss=0.2299, simple_loss=0.3059, pruned_loss=0.07698, over 12413.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03387, over 80.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3233, pruned_loss=0.0848, over 2475725.45 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07453, over 22332.71 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3221, pruned_loss=0.07851, over 2410386.15 frames. utt_duration=1212 frames, utt_pad_proportion=0.06851, over 7964.93 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3243, pruned_loss=0.08646, over 2476723.10 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07385, over 23604.69 utterances.], batch size: 80, lr: 7.07e-04
2022-08-22 03:48:57,745 INFO [train.py:927] (3/8) Epoch 4, batch 7600, giga_loss[loss=0.2591, simple_loss=0.3433, pruned_loss=0.08748, over 12358.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.033, over 62.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3223, pruned_loss=0.08408, over 2476014.01 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07508, over 23454.43 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3218, pruned_loss=0.07833, over 2411368.16 frames. utt_duration=1210 frames, utt_pad_proportion=0.06853, over 7978.57 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3233, pruned_loss=0.0856, over 2476794.36 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07456, over 24625.49 utterances.], batch size: 62, lr: 7.07e-04
2022-08-22 03:50:41,884 INFO [train.py:927] (3/8) Epoch 4, batch 7650, giga_loss[loss=0.2155, simple_loss=0.3034, pruned_loss=0.0638, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0268, over 91.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.32, pruned_loss=0.08223, over 2476018.53 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07236, over 23171.32 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3211, pruned_loss=0.07817, over 2413483.88 frames. utt_duration=1220 frames, utt_pad_proportion=0.06664, over 7924.43 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3214, pruned_loss=0.0838, over 2477046.39 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07268, over 24724.07 utterances.], batch size: 91, lr: 7.07e-04
2022-08-22 03:52:22,698 INFO [train.py:927] (3/8) Epoch 4, batch 7700, giga_loss[loss=0.2188, simple_loss=0.2965, pruned_loss=0.07059, over 12355.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03685, over 122.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3158, pruned_loss=0.07913, over 2475759.58 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07022, over 23534.76 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3208, pruned_loss=0.07799, over 2413638.46 frames. utt_duration=1222 frames, utt_pad_proportion=0.06665, over 7911.81 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3172, pruned_loss=0.08052, over 2476713.77 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07058, over 24836.91 utterances.], batch size: 122, lr: 7.07e-04
2022-08-22 03:54:04,692 INFO [train.py:927] (3/8) Epoch 4, batch 7750, giga_loss[loss=0.1858, simple_loss=0.2802, pruned_loss=0.04565, over 12356.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3152, pruned_loss=0.07882, over 2476513.91 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06888, over 23807.05 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3212, pruned_loss=0.07801, over 2414580.06 frames. utt_duration=1225 frames, utt_pad_proportion=0.06574, over 7893.74 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3158, pruned_loss=0.07992, over 2477545.72 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06951, over 25139.93 utterances.], batch size: 70, lr: 7.06e-04
2022-08-22 03:56:02,159 INFO [train.py:927] (3/8) Epoch 4, batch 7800, giga_loss[loss=0.2141, simple_loss=0.3107, pruned_loss=0.05878, over 12390.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3156, pruned_loss=0.07867, over 2476956.48 frames. utt_duration=397 frames, utt_pad_proportion=0.07236, over 25048.06 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3207, pruned_loss=0.07783, over 2416193.86 frames. utt_duration=1231 frames, utt_pad_proportion=0.06453, over 7859.76 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3163, pruned_loss=0.07973, over 2477701.76 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07303, over 26496.56 utterances.], batch size: 146, lr: 7.06e-04
2022-08-22 03:58:09,378 INFO [train.py:927] (3/8) Epoch 4, batch 7850, giga_loss[loss=0.2132, simple_loss=0.3017, pruned_loss=0.06236, over 12396.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03695, over 113.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3158, pruned_loss=0.07825, over 2477465.62 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06968, over 25219.47 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3207, pruned_loss=0.07784, over 2417027.86 frames. utt_duration=1229 frames, utt_pad_proportion=0.06472, over 7873.60 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3164, pruned_loss=0.07909, over 2478136.54 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07031, over 26598.63 utterances.], batch size: 113, lr: 7.06e-04
2022-08-22 04:00:02,529 INFO [train.py:927] (3/8) Epoch 4, batch 7900, giga_loss[loss=0.2071, simple_loss=0.2987, pruned_loss=0.05775, over 12305.00 frames. utt_duration=747.2 frames, utt_pad_proportion=0.03334, over 66.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3139, pruned_loss=0.07644, over 2477263.09 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06813, over 24988.82 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3208, pruned_loss=0.07802, over 2418700.38 frames. utt_duration=1234 frames, utt_pad_proportion=0.06318, over 7850.67 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3142, pruned_loss=0.07694, over 2477895.15 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06913, over 26558.50 utterances.], batch size: 66, lr: 7.06e-04
2022-08-22 04:02:10,564 INFO [train.py:927] (3/8) Epoch 4, batch 7950, giga_loss[loss=0.2273, simple_loss=0.3089, pruned_loss=0.07287, over 12430.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.02932, over 75.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.311, pruned_loss=0.07503, over 2477016.27 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07004, over 25010.01 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3206, pruned_loss=0.07794, over 2419640.49 frames. utt_duration=1226 frames, utt_pad_proportion=0.0659, over 7901.18 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3112, pruned_loss=0.07543, over 2477979.75 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06999, over 26591.85 utterances.], batch size: 75, lr: 7.06e-04
2022-08-22 04:03:59,016 INFO [train.py:927] (3/8) Epoch 4, batch 8000, giga_loss[loss=0.2504, simple_loss=0.3343, pruned_loss=0.08328, over 12432.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03517, over 105.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3122, pruned_loss=0.07416, over 2477467.51 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06835, over 24891.18 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3224, pruned_loss=0.07779, over 2421371.79 frames. utt_duration=1230 frames, utt_pad_proportion=0.06433, over 7883.34 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3103, pruned_loss=0.07452, over 2478224.59 frames. utt_duration=373.4 frames, utt_pad_proportion=0.06886, over 26641.95 utterances.], batch size: 105, lr: 7.05e-04
2022-08-22 04:06:01,728 INFO [train.py:927] (3/8) Epoch 4, batch 8050, giga_loss[loss=0.222, simple_loss=0.3029, pruned_loss=0.0706, over 12371.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02889, over 91.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3128, pruned_loss=0.07402, over 2476787.66 frames. utt_duration=388 frames, utt_pad_proportion=0.07035, over 25619.02 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3224, pruned_loss=0.07755, over 2422355.10 frames. utt_duration=1237 frames, utt_pad_proportion=0.06306, over 7840.28 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3111, pruned_loss=0.07443, over 2478004.36 frames. utt_duration=361 frames, utt_pad_proportion=0.071, over 27552.21 utterances.], batch size: 91, lr: 7.05e-04
2022-08-22 04:08:04,864 INFO [train.py:927] (3/8) Epoch 4, batch 8100, giga_loss[loss=0.2209, simple_loss=0.3036, pruned_loss=0.06907, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02779, over 66.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.31, pruned_loss=0.07264, over 2476806.09 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06921, over 24779.72 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3215, pruned_loss=0.07705, over 2424004.77 frames. utt_duration=1245 frames, utt_pad_proportion=0.06143, over 7799.43 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3091, pruned_loss=0.07327, over 2477976.75 frames. utt_duration=369.5 frames, utt_pad_proportion=0.0703, over 26919.66 utterances.], batch size: 66, lr: 7.05e-04
2022-08-22 04:10:07,424 INFO [train.py:927] (3/8) Epoch 4, batch 8150, giga_loss[loss=0.2207, simple_loss=0.3223, pruned_loss=0.05955, over 12359.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0296, over 91.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3123, pruned_loss=0.073, over 2477289.56 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06865, over 25073.49 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3214, pruned_loss=0.07706, over 2424210.59 frames. utt_duration=1246 frames, utt_pad_proportion=0.06094, over 7791.46 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3116, pruned_loss=0.07345, over 2478491.18 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06969, over 26917.76 utterances.], batch size: 91, lr: 7.05e-04
2022-08-22 04:12:08,403 INFO [train.py:927] (3/8) Epoch 4, batch 8200, giga_loss[loss=0.2241, simple_loss=0.3215, pruned_loss=0.06336, over 12372.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0366, over 113.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3132, pruned_loss=0.07223, over 2477270.58 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06944, over 24701.35 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3212, pruned_loss=0.07714, over 2425251.41 frames. utt_duration=1240 frames, utt_pad_proportion=0.06406, over 7834.87 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3126, pruned_loss=0.07244, over 2478466.76 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06957, over 26516.79 utterances.], batch size: 113, lr: 7.05e-04
2022-08-22 04:14:13,261 INFO [train.py:927] (3/8) Epoch 4, batch 8250, giga_loss[loss=0.2282, simple_loss=0.3008, pruned_loss=0.07777, over 12370.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.0279, over 85.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3126, pruned_loss=0.07178, over 2477469.65 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06853, over 24525.75 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.321, pruned_loss=0.07706, over 2425803.85 frames. utt_duration=1238 frames, utt_pad_proportion=0.0643, over 7846.45 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3121, pruned_loss=0.07195, over 2478603.47 frames. utt_duration=380 frames, utt_pad_proportion=0.06862, over 26173.67 utterances.], batch size: 85, lr: 7.04e-04
2022-08-22 04:16:37,606 INFO [train.py:927] (3/8) Epoch 4, batch 8300, giga_loss[loss=0.2185, simple_loss=0.2982, pruned_loss=0.06938, over 12335.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03409, over 51.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3131, pruned_loss=0.07298, over 2476792.98 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06815, over 23866.27 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.321, pruned_loss=0.07707, over 2427486.53 frames. utt_duration=1229 frames, utt_pad_proportion=0.06774, over 7912.49 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3125, pruned_loss=0.07295, over 2477785.05 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06731, over 25661.21 utterances.], batch size: 51, lr: 7.04e-04
2022-08-22 04:18:48,413 INFO [train.py:927] (3/8) Epoch 4, batch 8350, giga_loss[loss=0.2525, simple_loss=0.3214, pruned_loss=0.09177, over 12397.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09405, over 255.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3099, pruned_loss=0.07224, over 2477189.53 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07096, over 24387.70 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3208, pruned_loss=0.07699, over 2428059.30 frames. utt_duration=1227 frames, utt_pad_proportion=0.06788, over 7927.41 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3095, pruned_loss=0.07225, over 2477901.21 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07011, over 25928.26 utterances.], batch size: 255, lr: 7.04e-04
2022-08-22 04:20:48,858 INFO [train.py:927] (3/8) Epoch 4, batch 8400, giga_loss[loss=0.1994, simple_loss=0.2841, pruned_loss=0.05736, over 12442.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05608, over 182.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3084, pruned_loss=0.07221, over 2477334.99 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07566, over 24999.57 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3202, pruned_loss=0.07686, over 2430082.61 frames. utt_duration=1230 frames, utt_pad_proportion=0.06665, over 7914.41 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.308, pruned_loss=0.07211, over 2478253.08 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07505, over 26987.32 utterances.], batch size: 182, lr: 7.04e-04
2022-08-22 04:22:49,839 INFO [train.py:927] (3/8) Epoch 4, batch 8450, giga_loss[loss=0.2153, simple_loss=0.2903, pruned_loss=0.07019, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04585, over 146.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3095, pruned_loss=0.07281, over 2477772.07 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07276, over 24493.57 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.32, pruned_loss=0.07698, over 2431614.56 frames. utt_duration=1233 frames, utt_pad_proportion=0.06523, over 7895.95 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.309, pruned_loss=0.07248, over 2478595.10 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07293, over 26638.92 utterances.], batch size: 146, lr: 7.04e-04
2022-08-22 04:24:48,873 INFO [train.py:927] (3/8) Epoch 4, batch 8500, giga_loss[loss=0.2303, simple_loss=0.307, pruned_loss=0.07678, over 12325.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03235, over 58.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3085, pruned_loss=0.07289, over 2478029.72 frames. utt_duration=410.3 frames, utt_pad_proportion=0.07052, over 24228.20 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3196, pruned_loss=0.07674, over 2432302.17 frames. utt_duration=1236 frames, utt_pad_proportion=0.0647, over 7879.13 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3084, pruned_loss=0.07277, over 2478916.55 frames. utt_duration=378.9 frames, utt_pad_proportion=0.07097, over 26250.41 utterances.], batch size: 58, lr: 7.03e-04
2022-08-22 04:27:00,198 INFO [train.py:927] (3/8) Epoch 4, batch 8550, giga_loss[loss=0.2194, simple_loss=0.305, pruned_loss=0.06688, over 12420.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05742, over 182.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3102, pruned_loss=0.07295, over 2477967.54 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07003, over 24349.04 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3196, pruned_loss=0.0766, over 2433117.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.0635, over 7845.49 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3097, pruned_loss=0.07288, over 2478975.69 frames. utt_duration=377.3 frames, utt_pad_proportion=0.07079, over 26361.17 utterances.], batch size: 182, lr: 7.03e-04
2022-08-22 04:29:20,003 INFO [train.py:927] (3/8) Epoch 4, batch 8600, giga_loss[loss=0.2076, simple_loss=0.2895, pruned_loss=0.06282, over 12325.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02952, over 66.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3084, pruned_loss=0.07186, over 2477190.26 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06908, over 24096.73 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3194, pruned_loss=0.0766, over 2433815.94 frames. utt_duration=1246 frames, utt_pad_proportion=0.06235, over 7823.67 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3081, pruned_loss=0.07172, over 2478346.52 frames. utt_duration=381.3 frames, utt_pad_proportion=0.07013, over 26077.67 utterances.], batch size: 66, lr: 7.03e-04
2022-08-22 04:31:24,483 INFO [train.py:927] (3/8) Epoch 4, batch 8650, giga_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.0671, over 12424.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04742, over 161.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3038, pruned_loss=0.07075, over 2477510.04 frames. utt_duration=407 frames, utt_pad_proportion=0.07195, over 24417.72 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3189, pruned_loss=0.07651, over 2435030.62 frames. utt_duration=1248 frames, utt_pad_proportion=0.06191, over 7812.72 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3035, pruned_loss=0.0706, over 2478519.30 frames. utt_duration=375.7 frames, utt_pad_proportion=0.0728, over 26470.72 utterances.], batch size: 161, lr: 7.03e-04
2022-08-22 04:33:11,473 INFO [train.py:927] (3/8) Epoch 4, batch 8700, giga_loss[loss=0.2404, simple_loss=0.3243, pruned_loss=0.07824, over 12388.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03067, over 97.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3043, pruned_loss=0.0709, over 2477423.11 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06894, over 23990.96 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3184, pruned_loss=0.07627, over 2436189.01 frames. utt_duration=1256 frames, utt_pad_proportion=0.05986, over 7765.74 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3039, pruned_loss=0.07078, over 2478938.63 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07051, over 26390.02 utterances.], batch size: 97, lr: 7.03e-04
2022-08-22 04:35:10,455 INFO [train.py:927] (3/8) Epoch 4, batch 8750, libri_loss[loss=0.2092, simple_loss=0.2803, pruned_loss=0.06904, over 12217.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009274, over 29.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3035, pruned_loss=0.07003, over 2477009.69 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06982, over 24273.63 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3184, pruned_loss=0.07615, over 2437239.87 frames. utt_duration=1259 frames, utt_pad_proportion=0.05841, over 7751.15 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3028, pruned_loss=0.06985, over 2478783.15 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07149, over 26851.21 utterances.], batch size: 29, lr: 7.02e-04
2022-08-22 04:37:21,437 INFO [train.py:927] (3/8) Epoch 4, batch 8800, giga_loss[loss=0.2115, simple_loss=0.2911, pruned_loss=0.06593, over 12411.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0663, over 212.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3031, pruned_loss=0.07019, over 2477669.02 frames. utt_duration=406.6 frames, utt_pad_proportion=0.0685, over 24449.76 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3181, pruned_loss=0.07596, over 2437896.95 frames. utt_duration=1259 frames, utt_pad_proportion=0.05761, over 7754.46 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3024, pruned_loss=0.07008, over 2479372.07 frames. utt_duration=370.2 frames, utt_pad_proportion=0.07024, over 26877.16 utterances.], batch size: 212, lr: 7.02e-04
2022-08-22 04:39:29,432 INFO [train.py:927] (3/8) Epoch 4, batch 8850, giga_loss[loss=0.1856, simple_loss=0.2751, pruned_loss=0.04807, over 12315.00 frames. utt_duration=705 frames, utt_pad_proportion=0.03022, over 70.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3024, pruned_loss=0.06972, over 2478271.75 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06856, over 24127.23 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3179, pruned_loss=0.07586, over 2439389.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05667, over 7759.47 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3017, pruned_loss=0.06956, over 2479353.46 frames. utt_duration=375.2 frames, utt_pad_proportion=0.0703, over 26515.34 utterances.], batch size: 70, lr: 7.02e-04
2022-08-22 04:41:24,202 INFO [train.py:927] (3/8) Epoch 4, batch 8900, giga_loss[loss=0.1966, simple_loss=0.2928, pruned_loss=0.05021, over 12435.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02691, over 122.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3025, pruned_loss=0.06985, over 2478813.94 frames. utt_duration=415.6 frames, utt_pad_proportion=0.0653, over 23928.08 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3178, pruned_loss=0.07593, over 2439917.49 frames. utt_duration=1261 frames, utt_pad_proportion=0.05599, over 7750.11 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3019, pruned_loss=0.06958, over 2479722.32 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06716, over 26039.18 utterances.], batch size: 122, lr: 7.02e-04
2022-08-22 04:43:20,274 INFO [train.py:927] (3/8) Epoch 4, batch 8950, giga_loss[loss=0.2443, simple_loss=0.3269, pruned_loss=0.08082, over 12463.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.0286, over 80.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3039, pruned_loss=0.06927, over 2478826.16 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06714, over 24455.99 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3181, pruned_loss=0.07581, over 2440978.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.0546, over 7730.39 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3026, pruned_loss=0.06896, over 2479781.65 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06894, over 26689.03 utterances.], batch size: 80, lr: 7.02e-04
2022-08-22 04:45:20,903 INFO [train.py:927] (3/8) Epoch 4, batch 9000, giga_loss[loss=0.2274, simple_loss=0.3092, pruned_loss=0.07281, over 12425.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06908, over 213.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3048, pruned_loss=0.06946, over 2477764.23 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06692, over 24804.18 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3178, pruned_loss=0.07557, over 2440870.66 frames. utt_duration=1268 frames, utt_pad_proportion=0.054, over 7711.50 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3039, pruned_loss=0.06935, over 2479111.43 frames. utt_duration=371 frames, utt_pad_proportion=0.06856, over 26816.00 utterances.], batch size: 213, lr: 7.01e-04
2022-08-22 04:45:20,904 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 04:45:34,199 INFO [train.py:967] (3/8) 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 04:47:33,197 INFO [train.py:927] (3/8) Epoch 4, batch 9050, giga_loss[loss=0.2209, simple_loss=0.3091, pruned_loss=0.06635, over 12381.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04224, over 133.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3041, pruned_loss=0.06896, over 2478000.21 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06797, over 25607.03 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3174, pruned_loss=0.07534, over 2441356.51 frames. utt_duration=1271 frames, utt_pad_proportion=0.05341, over 7692.90 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3036, pruned_loss=0.06901, over 2479105.66 frames. utt_duration=362.4 frames, utt_pad_proportion=0.06936, over 27453.41 utterances.], batch size: 133, lr: 7.01e-04
2022-08-22 04:49:29,303 INFO [train.py:927] (3/8) Epoch 4, batch 9100, giga_loss[loss=0.212, simple_loss=0.2921, pruned_loss=0.06596, over 12420.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05806, over 182.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3039, pruned_loss=0.06886, over 2477945.46 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06631, over 24647.60 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3178, pruned_loss=0.07559, over 2442930.75 frames. utt_duration=1261 frames, utt_pad_proportion=0.0564, over 7756.88 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3026, pruned_loss=0.06846, over 2478724.37 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06706, over 26716.12 utterances.], batch size: 182, lr: 7.01e-04
2022-08-22 04:51:33,761 INFO [train.py:927] (3/8) Epoch 4, batch 9150, giga_loss[loss=0.2046, simple_loss=0.2965, pruned_loss=0.05634, over 12448.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03129, over 55.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3032, pruned_loss=0.06858, over 2477766.71 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06743, over 24567.12 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3173, pruned_loss=0.07549, over 2444025.65 frames. utt_duration=1267 frames, utt_pad_proportion=0.05524, over 7725.80 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3023, pruned_loss=0.06814, over 2478506.38 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06836, over 26802.69 utterances.], batch size: 55, lr: 7.01e-04
2022-08-22 04:53:34,814 INFO [train.py:927] (3/8) Epoch 4, batch 9200, giga_loss[loss=0.2188, simple_loss=0.3063, pruned_loss=0.06562, over 12302.00 frames. utt_duration=849.5 frames, utt_pad_proportion=0.03462, over 58.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3042, pruned_loss=0.06926, over 2477566.70 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06527, over 24032.12 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3175, pruned_loss=0.07561, over 2444149.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05469, over 7731.83 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.303, pruned_loss=0.06872, over 2478510.15 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06639, over 26023.66 utterances.], batch size: 58, lr: 7.01e-04
2022-08-22 04:55:30,132 INFO [train.py:927] (3/8) Epoch 4, batch 9250, giga_loss[loss=0.2177, simple_loss=0.3128, pruned_loss=0.0613, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03844, over 113.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.309, pruned_loss=0.0714, over 2477432.22 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06595, over 23916.39 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3185, pruned_loss=0.0758, over 2444970.62 frames. utt_duration=1267 frames, utt_pad_proportion=0.05376, over 7726.44 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.307, pruned_loss=0.07069, over 2478202.39 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06711, over 25884.37 utterances.], batch size: 113, lr: 7.00e-04
2022-08-22 04:57:49,290 INFO [train.py:927] (3/8) Epoch 4, batch 9300, giga_loss[loss=0.2037, simple_loss=0.2892, pruned_loss=0.05913, over 12430.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02174, over 48.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3089, pruned_loss=0.07153, over 2477773.56 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06705, over 23922.13 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3189, pruned_loss=0.07613, over 2445752.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05681, over 7788.23 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3067, pruned_loss=0.0706, over 2478416.33 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06729, over 25807.77 utterances.], batch size: 48, lr: 7.00e-04
2022-08-22 04:59:48,147 INFO [train.py:927] (3/8) Epoch 4, batch 9350, giga_loss[loss=0.205, simple_loss=0.2907, pruned_loss=0.05963, over 12373.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.02757, over 62.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3089, pruned_loss=0.07225, over 2478347.50 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06395, over 24218.32 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.319, pruned_loss=0.07615, over 2446022.47 frames. utt_duration=1256 frames, utt_pad_proportion=0.05663, over 7800.29 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3071, pruned_loss=0.07147, over 2478882.75 frames. utt_duration=385 frames, utt_pad_proportion=0.06441, over 25834.59 utterances.], batch size: 62, lr: 7.00e-04
2022-08-22 05:01:52,676 INFO [train.py:927] (3/8) Epoch 4, batch 9400, giga_loss[loss=0.2203, simple_loss=0.2944, pruned_loss=0.07306, over 12386.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06002, over 182.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3073, pruned_loss=0.07217, over 2477852.77 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06752, over 24511.73 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.319, pruned_loss=0.07597, over 2446265.44 frames. utt_duration=1256 frames, utt_pad_proportion=0.05683, over 7800.42 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3056, pruned_loss=0.07162, over 2478638.77 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06768, over 26100.14 utterances.], batch size: 182, lr: 7.00e-04
2022-08-22 05:03:44,958 INFO [train.py:927] (3/8) Epoch 4, batch 9450, giga_loss[loss=0.1991, simple_loss=0.2897, pruned_loss=0.05422, over 12462.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.0317, over 92.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3059, pruned_loss=0.07079, over 2477828.24 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06922, over 24612.89 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3183, pruned_loss=0.07541, over 2447217.21 frames. utt_duration=1262 frames, utt_pad_proportion=0.05534, over 7762.87 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3047, pruned_loss=0.07072, over 2478578.93 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06974, over 26439.00 utterances.], batch size: 92, lr: 7.00e-04
2022-08-22 05:05:43,378 INFO [train.py:927] (3/8) Epoch 4, batch 9500, giga_loss[loss=0.2158, simple_loss=0.3103, pruned_loss=0.06069, over 12371.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03434, over 104.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3055, pruned_loss=0.06897, over 2476598.62 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06944, over 23934.82 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3178, pruned_loss=0.07523, over 2447632.99 frames. utt_duration=1267 frames, utt_pad_proportion=0.05435, over 7734.09 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3048, pruned_loss=0.06895, over 2477507.47 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07019, over 25787.18 utterances.], batch size: 104, lr: 6.99e-04
2022-08-22 05:07:52,735 INFO [train.py:927] (3/8) Epoch 4, batch 9550, giga_loss[loss=0.2185, simple_loss=0.3005, pruned_loss=0.06831, over 12401.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05199, over 161.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3052, pruned_loss=0.06796, over 2477228.23 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06795, over 24116.25 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3177, pruned_loss=0.0752, over 2447698.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.05413, over 7730.42 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3046, pruned_loss=0.06794, over 2478006.07 frames. utt_duration=387.9 frames, utt_pad_proportion=0.0687, over 25634.39 utterances.], batch size: 161, lr: 6.99e-04
2022-08-22 05:09:54,189 INFO [train.py:927] (3/8) Epoch 4, batch 9600, giga_loss[loss=0.21, simple_loss=0.2923, pruned_loss=0.06386, over 12395.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07122, over 212.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3051, pruned_loss=0.06817, over 2477654.54 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06634, over 24802.33 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3171, pruned_loss=0.07495, over 2448399.42 frames. utt_duration=1269 frames, utt_pad_proportion=0.0537, over 7725.36 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3048, pruned_loss=0.06814, over 2478580.93 frames. utt_duration=374.3 frames, utt_pad_proportion=0.06727, over 26572.67 utterances.], batch size: 212, lr: 6.99e-04
2022-08-22 05:12:08,604 INFO [train.py:927] (3/8) Epoch 4, batch 9650, giga_loss[loss=0.2474, simple_loss=0.3372, pruned_loss=0.07875, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03099, over 85.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3057, pruned_loss=0.06816, over 2477666.39 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06619, over 25398.10 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3166, pruned_loss=0.0747, over 2448517.38 frames. utt_duration=1273 frames, utt_pad_proportion=0.05316, over 7701.59 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3058, pruned_loss=0.06827, over 2478670.47 frames. utt_duration=367.9 frames, utt_pad_proportion=0.06708, over 27038.68 utterances.], batch size: 85, lr: 6.99e-04
2022-08-22 05:14:21,744 INFO [train.py:927] (3/8) Epoch 4, batch 9700, giga_loss[loss=0.2089, simple_loss=0.2936, pruned_loss=0.06214, over 12380.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.02814, over 51.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3089, pruned_loss=0.06924, over 2477363.09 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06706, over 25029.45 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3173, pruned_loss=0.07485, over 2449228.17 frames. utt_duration=1271 frames, utt_pad_proportion=0.05256, over 7714.91 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3081, pruned_loss=0.06905, over 2478159.71 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06802, over 26735.81 utterances.], batch size: 51, lr: 6.99e-04
2022-08-22 05:16:36,643 INFO [train.py:927] (3/8) Epoch 4, batch 9750, giga_loss[loss=0.2056, simple_loss=0.2923, pruned_loss=0.05947, over 12445.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03624, over 98.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3087, pruned_loss=0.06904, over 2477798.36 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06623, over 24697.11 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3182, pruned_loss=0.0747, over 2450257.06 frames. utt_duration=1264 frames, utt_pad_proportion=0.05534, over 7761.79 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3071, pruned_loss=0.06883, over 2478518.12 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06637, over 26638.10 utterances.], batch size: 98, lr: 6.98e-04
2022-08-22 05:18:38,794 INFO [train.py:927] (3/8) Epoch 4, batch 9800, giga_loss[loss=0.2416, simple_loss=0.3228, pruned_loss=0.0802, over 12437.00 frames. utt_duration=438 frames, utt_pad_proportion=0.03938, over 114.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3078, pruned_loss=0.06866, over 2478257.42 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06678, over 25009.30 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3181, pruned_loss=0.07463, over 2450468.78 frames. utt_duration=1265 frames, utt_pad_proportion=0.05511, over 7759.98 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3065, pruned_loss=0.06853, over 2478757.01 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06694, over 26602.81 utterances.], batch size: 114, lr: 6.98e-04
2022-08-22 05:20:32,671 INFO [train.py:927] (3/8) Epoch 4, batch 9850, giga_loss[loss=0.2101, simple_loss=0.3002, pruned_loss=0.06002, over 12400.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05159, over 161.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3092, pruned_loss=0.06951, over 2477948.60 frames. utt_duration=398.8 frames, utt_pad_proportion=0.0666, over 24925.16 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3183, pruned_loss=0.07472, over 2450841.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.05499, over 7779.10 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3076, pruned_loss=0.06916, over 2478787.02 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06685, over 26657.12 utterances.], batch size: 161, lr: 6.98e-04
2022-08-22 05:22:22,094 INFO [train.py:927] (3/8) Epoch 4, batch 9900, giga_loss[loss=0.1975, simple_loss=0.2842, pruned_loss=0.05539, over 12315.00 frames. utt_duration=705 frames, utt_pad_proportion=0.0329, over 70.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.307, pruned_loss=0.06879, over 2476690.37 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06299, over 23700.73 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3178, pruned_loss=0.07469, over 2450864.46 frames. utt_duration=1266 frames, utt_pad_proportion=0.05401, over 7751.01 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.306, pruned_loss=0.06841, over 2477924.81 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06374, over 25480.55 utterances.], batch size: 70, lr: 6.98e-04
2022-08-22 05:24:12,739 INFO [train.py:927] (3/8) Epoch 4, batch 9950, giga_loss[loss=0.2696, simple_loss=0.3447, pruned_loss=0.09723, over 12366.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3069, pruned_loss=0.0692, over 2475926.11 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06291, over 23325.17 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3178, pruned_loss=0.07475, over 2450698.95 frames. utt_duration=1267 frames, utt_pad_proportion=0.05346, over 7746.16 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3059, pruned_loss=0.06873, over 2477514.35 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06372, over 25030.28 utterances.], batch size: 97, lr: 6.98e-04
2022-08-22 05:25:57,346 INFO [train.py:927] (3/8) Epoch 4, batch 10000, giga_loss[loss=0.2384, simple_loss=0.3211, pruned_loss=0.07789, over 12347.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04468, over 26.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3149, pruned_loss=0.0739, over 2475043.74 frames. utt_duration=445.3 frames, utt_pad_proportion=0.06458, over 22295.97 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3178, pruned_loss=0.07463, over 2450952.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05267, over 7721.42 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3139, pruned_loss=0.07356, over 2476506.55 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06544, over 23931.06 utterances.], batch size: 26, lr: 6.97e-04
2022-08-22 05:27:42,230 INFO [train.py:927] (3/8) Epoch 4, batch 10050, giga_loss[loss=0.1926, simple_loss=0.2724, pruned_loss=0.05641, over 12284.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02801, over 45.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.317, pruned_loss=0.07638, over 2474455.96 frames. utt_duration=453.6 frames, utt_pad_proportion=0.06788, over 21881.26 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3189, pruned_loss=0.07471, over 2451125.85 frames. utt_duration=1264 frames, utt_pad_proportion=0.05561, over 7766.53 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3153, pruned_loss=0.07607, over 2476136.58 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06762, over 23548.30 utterances.], batch size: 45, lr: 6.97e-04
2022-08-22 05:29:24,724 INFO [train.py:927] (3/8) Epoch 4, batch 10100, giga_loss[loss=0.2008, simple_loss=0.278, pruned_loss=0.06182, over 12222.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02968, over 42.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3101, pruned_loss=0.07386, over 2474073.54 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06847, over 20996.07 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3184, pruned_loss=0.0745, over 2451448.63 frames. utt_duration=1257 frames, utt_pad_proportion=0.05914, over 7812.78 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3091, pruned_loss=0.07384, over 2475782.75 frames. utt_duration=438.1 frames, utt_pad_proportion=0.0673, over 22674.78 utterances.], batch size: 42, lr: 6.97e-04
2022-08-22 05:31:05,806 INFO [train.py:927] (3/8) Epoch 4, batch 10150, giga_loss[loss=0.1703, simple_loss=0.2475, pruned_loss=0.0465, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03749, over 33.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3012, pruned_loss=0.07099, over 2474416.40 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06761, over 20589.33 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3181, pruned_loss=0.07448, over 2451674.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.05878, over 7807.70 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3005, pruned_loss=0.07096, over 2475764.18 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06684, over 22028.12 utterances.], batch size: 33, lr: 6.97e-04
2022-08-22 05:32:47,128 INFO [train.py:927] (3/8) Epoch 4, batch 10200, giga_loss[loss=0.2148, simple_loss=0.2914, pruned_loss=0.06907, over 12434.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05094, over 162.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2943, pruned_loss=0.0686, over 2474878.18 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07184, over 20914.51 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3179, pruned_loss=0.07442, over 2452043.05 frames. utt_duration=1260 frames, utt_pad_proportion=0.05811, over 7793.66 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2937, pruned_loss=0.06856, over 2475924.30 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07129, over 22250.03 utterances.], batch size: 162, lr: 6.97e-04
2022-08-22 05:34:28,952 INFO [train.py:927] (3/8) Epoch 4, batch 10250, giga_loss[loss=0.1757, simple_loss=0.2544, pruned_loss=0.04848, over 12388.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02962, over 97.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2892, pruned_loss=0.06638, over 2474891.41 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07347, over 20895.83 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3177, pruned_loss=0.0744, over 2452676.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.05753, over 7801.40 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2882, pruned_loss=0.06621, over 2475769.02 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07329, over 22306.68 utterances.], batch size: 97, lr: 6.96e-04
2022-08-22 05:36:06,926 INFO [train.py:927] (3/8) Epoch 4, batch 10300, giga_loss[loss=0.1728, simple_loss=0.253, pruned_loss=0.04627, over 12414.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.04013, over 123.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2845, pruned_loss=0.06447, over 2474774.92 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07184, over 20110.83 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3165, pruned_loss=0.07398, over 2453262.97 frames. utt_duration=1264 frames, utt_pad_proportion=0.05674, over 7771.57 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2837, pruned_loss=0.06436, over 2475772.91 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07226, over 21753.83 utterances.], batch size: 123, lr: 6.96e-04
2022-08-22 05:37:45,728 INFO [train.py:927] (3/8) Epoch 4, batch 10350, giga_loss[loss=0.1685, simple_loss=0.2395, pruned_loss=0.04872, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04108, over 34.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2803, pruned_loss=0.06272, over 2474884.18 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06628, over 19386.38 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3164, pruned_loss=0.07413, over 2453813.98 frames. utt_duration=1264 frames, utt_pad_proportion=0.05655, over 7772.41 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2789, pruned_loss=0.06226, over 2475700.03 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06716, over 20965.46 utterances.], batch size: 34, lr: 6.96e-04
2022-08-22 05:39:27,285 INFO [train.py:927] (3/8) Epoch 4, batch 10400, giga_loss[loss=0.2238, simple_loss=0.2853, pruned_loss=0.08114, over 12402.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2, simple_loss=0.277, pruned_loss=0.06146, over 2474911.05 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06669, over 19173.39 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3166, pruned_loss=0.07413, over 2454659.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.05607, over 7785.37 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2746, pruned_loss=0.06075, over 2475359.36 frames. utt_duration=478.9 frames, utt_pad_proportion=0.0676, over 20739.66 utterances.], batch size: 259, lr: 6.96e-04
2022-08-22 05:41:08,911 INFO [train.py:927] (3/8) Epoch 4, batch 10450, giga_loss[loss=0.2469, simple_loss=0.3306, pruned_loss=0.08157, over 12418.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04785, over 34.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2778, pruned_loss=0.0626, over 2474510.77 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07033, over 19663.38 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3166, pruned_loss=0.07404, over 2454530.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05586, over 7778.44 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2758, pruned_loss=0.06206, over 2475044.15 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07089, over 20939.30 utterances.], batch size: 34, lr: 6.96e-04
2022-08-22 05:42:51,678 INFO [train.py:927] (3/8) Epoch 4, batch 10500, giga_loss[loss=0.2641, simple_loss=0.3449, pruned_loss=0.09167, over 12435.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2914, pruned_loss=0.0698, over 2474059.53 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07015, over 19738.49 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3161, pruned_loss=0.07392, over 2454967.17 frames. utt_duration=1257 frames, utt_pad_proportion=0.05966, over 7824.41 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2894, pruned_loss=0.06927, over 2474540.66 frames. utt_duration=473.4 frames, utt_pad_proportion=0.0693, over 20972.66 utterances.], batch size: 105, lr: 6.96e-04
2022-08-22 05:44:34,681 INFO [train.py:927] (3/8) Epoch 4, batch 10550, giga_loss[loss=0.2429, simple_loss=0.3231, pruned_loss=0.08134, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04358, over 31.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3001, pruned_loss=0.0731, over 2474069.98 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06674, over 19586.72 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3162, pruned_loss=0.07386, over 2455184.56 frames. utt_duration=1262 frames, utt_pad_proportion=0.05829, over 7793.11 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.2979, pruned_loss=0.07266, over 2474762.62 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06677, over 20918.85 utterances.], batch size: 31, lr: 6.95e-04
2022-08-22 05:46:17,301 INFO [train.py:927] (3/8) Epoch 4, batch 10600, giga_loss[loss=0.2019, simple_loss=0.2875, pruned_loss=0.05812, over 12272.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03636, over 28.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3048, pruned_loss=0.07448, over 2473853.24 frames. utt_duration=485 frames, utt_pad_proportion=0.07029, over 20467.18 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3167, pruned_loss=0.07415, over 2455543.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05745, over 7801.12 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3022, pruned_loss=0.07387, over 2474600.72 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0705, over 21854.95 utterances.], batch size: 28, lr: 6.95e-04
2022-08-22 05:47:56,914 INFO [train.py:927] (3/8) Epoch 4, batch 10650, giga_loss[loss=0.2571, simple_loss=0.3274, pruned_loss=0.09342, over 12396.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04085, over 105.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.309, pruned_loss=0.07663, over 2473998.44 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06726, over 19834.27 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3169, pruned_loss=0.07437, over 2455889.10 frames. utt_duration=1261 frames, utt_pad_proportion=0.0566, over 7798.13 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3065, pruned_loss=0.07597, over 2474611.65 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06796, over 21158.08 utterances.], batch size: 105, lr: 6.95e-04
2022-08-22 05:49:38,091 INFO [train.py:927] (3/8) Epoch 4, batch 10700, giga_loss[loss=0.2829, simple_loss=0.3517, pruned_loss=0.1071, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04448, over 34.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07905, over 2473916.73 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06635, over 19324.14 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3165, pruned_loss=0.0742, over 2455915.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.05593, over 7789.06 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3118, pruned_loss=0.07873, over 2474765.99 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06726, over 20636.40 utterances.], batch size: 34, lr: 6.95e-04
2022-08-22 05:51:18,597 INFO [train.py:927] (3/8) Epoch 4, batch 10750, libri_loss[loss=0.2605, simple_loss=0.3457, pruned_loss=0.08766, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005374, over 37.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3172, pruned_loss=0.08011, over 2474200.57 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06475, over 18697.28 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3168, pruned_loss=0.07457, over 2456572.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.05515, over 7800.75 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3154, pruned_loss=0.07971, over 2475011.08 frames. utt_duration=491.3 frames, utt_pad_proportion=0.066, over 20211.85 utterances.], batch size: 37, lr: 6.95e-04
2022-08-22 05:52:58,490 INFO [train.py:927] (3/8) Epoch 4, batch 10800, giga_loss[loss=0.2193, simple_loss=0.3102, pruned_loss=0.06424, over 12445.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03725, over 105.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3189, pruned_loss=0.07934, over 2474200.23 frames. utt_duration=549 frames, utt_pad_proportion=0.06022, over 18074.66 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3171, pruned_loss=0.07466, over 2456794.87 frames. utt_duration=1261 frames, utt_pad_proportion=0.05465, over 7802.80 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3173, pruned_loss=0.07901, over 2474865.30 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06176, over 19407.51 utterances.], batch size: 105, lr: 6.94e-04
2022-08-22 05:54:40,111 INFO [train.py:927] (3/8) Epoch 4, batch 10850, giga_loss[loss=0.2112, simple_loss=0.3036, pruned_loss=0.05941, over 12449.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3177, pruned_loss=0.07772, over 2474552.08 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05871, over 17452.46 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3165, pruned_loss=0.07451, over 2457301.74 frames. utt_duration=1269 frames, utt_pad_proportion=0.05331, over 7754.33 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.317, pruned_loss=0.07771, over 2475179.40 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06066, over 18897.00 utterances.], batch size: 75, lr: 6.94e-04
2022-08-22 05:56:22,572 INFO [train.py:927] (3/8) Epoch 4, batch 10900, giga_loss[loss=0.2512, simple_loss=0.3171, pruned_loss=0.09265, over 12254.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03033, over 42.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3216, pruned_loss=0.082, over 2473487.05 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0617, over 17759.57 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3174, pruned_loss=0.07507, over 2457776.88 frames. utt_duration=1251 frames, utt_pad_proportion=0.05803, over 7871.17 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3203, pruned_loss=0.08157, over 2473790.30 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06152, over 18930.36 utterances.], batch size: 42, lr: 6.94e-04
2022-08-22 05:58:02,963 INFO [train.py:927] (3/8) Epoch 4, batch 10950, libri_loss[loss=0.2384, simple_loss=0.322, pruned_loss=0.07737, over 12278.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008552, over 37.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3204, pruned_loss=0.08255, over 2473122.48 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06029, over 17173.64 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3163, pruned_loss=0.07465, over 2457902.32 frames. utt_duration=1260 frames, utt_pad_proportion=0.05632, over 7809.22 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3205, pruned_loss=0.08286, over 2473884.93 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06096, over 18577.96 utterances.], batch size: 37, lr: 6.94e-04
2022-08-22 05:59:43,878 INFO [train.py:927] (3/8) Epoch 4, batch 11000, giga_loss[loss=0.2285, simple_loss=0.31, pruned_loss=0.07345, over 12334.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3184, pruned_loss=0.0825, over 2473177.87 frames. utt_duration=586.8 frames, utt_pad_proportion=0.0602, over 16902.22 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3157, pruned_loss=0.07437, over 2458227.23 frames. utt_duration=1269 frames, utt_pad_proportion=0.05484, over 7758.74 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3192, pruned_loss=0.08332, over 2474033.28 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06142, over 18434.99 utterances.], batch size: 58, lr: 6.94e-04
2022-08-22 06:01:25,716 INFO [train.py:927] (3/8) Epoch 4, batch 11050, giga_loss[loss=0.2082, simple_loss=0.2879, pruned_loss=0.06429, over 12444.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04772, over 34.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3175, pruned_loss=0.08181, over 2473278.22 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05875, over 16591.87 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3158, pruned_loss=0.07449, over 2458430.60 frames. utt_duration=1253 frames, utt_pad_proportion=0.05935, over 7856.53 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.318, pruned_loss=0.08249, over 2474039.72 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05798, over 17882.53 utterances.], batch size: 34, lr: 6.93e-04
2022-08-22 06:03:07,088 INFO [train.py:927] (3/8) Epoch 4, batch 11100, giga_loss[loss=0.1927, simple_loss=0.2699, pruned_loss=0.05778, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03636, over 28.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3156, pruned_loss=0.08001, over 2473853.14 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06029, over 16874.96 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3166, pruned_loss=0.07444, over 2458922.42 frames. utt_duration=1255 frames, utt_pad_proportion=0.0584, over 7845.48 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3153, pruned_loss=0.0807, over 2474279.70 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06, over 18073.63 utterances.], batch size: 28, lr: 6.93e-04
2022-08-22 06:04:48,355 INFO [train.py:927] (3/8) Epoch 4, batch 11150, libri_loss[loss=0.2182, simple_loss=0.2876, pruned_loss=0.07435, over 12124.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006385, over 32.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3108, pruned_loss=0.07761, over 2472974.97 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06108, over 16606.63 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3166, pruned_loss=0.07437, over 2459142.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.06087, over 7884.96 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3105, pruned_loss=0.07839, over 2473662.83 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05979, over 17858.45 utterances.], batch size: 32, lr: 6.93e-04
2022-08-22 06:06:32,016 INFO [train.py:927] (3/8) Epoch 4, batch 11200, giga_loss[loss=0.2082, simple_loss=0.2975, pruned_loss=0.05948, over 12408.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03468, over 75.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3092, pruned_loss=0.07725, over 2473619.93 frames. utt_duration=542.4 frames, utt_pad_proportion=0.0719, over 18292.96 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.316, pruned_loss=0.07423, over 2459576.43 frames. utt_duration=1255 frames, utt_pad_proportion=0.05957, over 7851.24 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3093, pruned_loss=0.0781, over 2474231.55 frames. utt_duration=505.9 frames, utt_pad_proportion=0.0709, over 19622.00 utterances.], batch size: 75, lr: 6.93e-04
2022-08-22 06:08:10,434 INFO [train.py:927] (3/8) Epoch 4, batch 11250, giga_loss[loss=0.2377, simple_loss=0.3065, pruned_loss=0.08439, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02793, over 45.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3067, pruned_loss=0.07602, over 2473448.97 frames. utt_duration=549 frames, utt_pad_proportion=0.06847, over 18069.50 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3152, pruned_loss=0.07385, over 2459957.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.05907, over 7834.26 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3074, pruned_loss=0.0771, over 2473844.12 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06812, over 19330.95 utterances.], batch size: 45, lr: 6.93e-04
2022-08-22 06:09:50,911 INFO [train.py:927] (3/8) Epoch 4, batch 11300, giga_loss[loss=0.216, simple_loss=0.2833, pruned_loss=0.07434, over 12403.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02548, over 91.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3038, pruned_loss=0.07514, over 2473091.87 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06709, over 17418.03 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3157, pruned_loss=0.07403, over 2460086.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.06315, over 7905.83 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3037, pruned_loss=0.07584, over 2473517.63 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06538, over 18535.10 utterances.], batch size: 91, lr: 6.92e-04
2022-08-22 06:11:30,636 INFO [train.py:927] (3/8) Epoch 4, batch 11350, giga_loss[loss=0.2002, simple_loss=0.2699, pruned_loss=0.06526, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04742, over 34.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3004, pruned_loss=0.07333, over 2472564.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06525, over 17041.33 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3156, pruned_loss=0.07379, over 2460583.32 frames. utt_duration=1251 frames, utt_pad_proportion=0.0618, over 7877.05 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3001, pruned_loss=0.07412, over 2472779.99 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06458, over 18223.17 utterances.], batch size: 34, lr: 6.92e-04
2022-08-22 06:13:11,146 INFO [train.py:927] (3/8) Epoch 4, batch 11400, giga_loss[loss=0.2066, simple_loss=0.2799, pruned_loss=0.06663, over 12180.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04257, over 28.00 utterances.], tot_loss[loss=0.221, simple_loss=0.2973, pruned_loss=0.07237, over 2472652.78 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06058, over 16369.45 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3153, pruned_loss=0.07367, over 2460931.45 frames. utt_duration=1255 frames, utt_pad_proportion=0.06046, over 7852.85 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2968, pruned_loss=0.0731, over 2472838.88 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06086, over 17580.49 utterances.], batch size: 28, lr: 6.92e-04
2022-08-22 06:14:51,792 INFO [train.py:927] (3/8) Epoch 4, batch 11450, giga_loss[loss=0.1967, simple_loss=0.2803, pruned_loss=0.05652, over 12420.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04588, over 31.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2947, pruned_loss=0.07156, over 2472988.85 frames. utt_duration=609.8 frames, utt_pad_proportion=0.06332, over 16260.48 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3151, pruned_loss=0.07379, over 2461141.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.05973, over 7833.16 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2939, pruned_loss=0.07197, over 2473325.61 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06361, over 17514.01 utterances.], batch size: 31, lr: 6.92e-04
2022-08-22 06:16:34,973 INFO [train.py:927] (3/8) Epoch 4, batch 11500, libri_loss[loss=0.2338, simple_loss=0.3012, pruned_loss=0.0832, over 12402.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006524, over 31.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2931, pruned_loss=0.07059, over 2472524.24 frames. utt_duration=626.1 frames, utt_pad_proportion=0.0608, over 15833.54 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3153, pruned_loss=0.07385, over 2461119.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.06214, over 7873.69 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2916, pruned_loss=0.07078, over 2473191.02 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06018, over 17069.43 utterances.], batch size: 31, lr: 6.92e-04
2022-08-22 06:18:24,582 INFO [train.py:927] (3/8) Epoch 4, batch 11550, giga_loss[loss=0.2316, simple_loss=0.3084, pruned_loss=0.0774, over 12342.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03347, over 58.00 utterances.], tot_loss[loss=0.221, simple_loss=0.2962, pruned_loss=0.07286, over 2472737.14 frames. utt_duration=604.6 frames, utt_pad_proportion=0.06338, over 16399.56 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3153, pruned_loss=0.07378, over 2461005.98 frames. utt_duration=1255 frames, utt_pad_proportion=0.06146, over 7855.71 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.2947, pruned_loss=0.07304, over 2473510.47 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06302, over 17503.44 utterances.], batch size: 58, lr: 6.91e-04
2022-08-22 06:20:08,432 INFO [train.py:927] (3/8) Epoch 4, batch 11600, giga_loss[loss=0.236, simple_loss=0.3173, pruned_loss=0.0773, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04476, over 26.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3026, pruned_loss=0.07728, over 2472251.47 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06799, over 17130.72 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3149, pruned_loss=0.07367, over 2460854.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.06083, over 7831.01 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3016, pruned_loss=0.07752, over 2473142.16 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06773, over 18139.20 utterances.], batch size: 26, lr: 6.91e-04
2022-08-22 06:21:51,508 INFO [train.py:927] (3/8) Epoch 4, batch 11650, giga_loss[loss=0.2671, simple_loss=0.3324, pruned_loss=0.1009, over 12340.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03345, over 51.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3083, pruned_loss=0.07975, over 2471609.27 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06872, over 17412.03 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3147, pruned_loss=0.07377, over 2460666.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05992, over 7805.61 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3074, pruned_loss=0.07992, over 2472666.63 frames. utt_duration=539 frames, utt_pad_proportion=0.0689, over 18401.66 utterances.], batch size: 51, lr: 6.91e-04
2022-08-22 06:23:33,884 INFO [train.py:927] (3/8) Epoch 4, batch 11700, giga_loss[loss=0.2765, simple_loss=0.3514, pruned_loss=0.1008, over 12149.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03399, over 36.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3166, pruned_loss=0.08374, over 2471366.08 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06963, over 17998.89 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3153, pruned_loss=0.07406, over 2460737.46 frames. utt_duration=1263 frames, utt_pad_proportion=0.05932, over 7801.54 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3153, pruned_loss=0.08373, over 2472281.73 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06999, over 18918.97 utterances.], batch size: 36, lr: 6.91e-04
2022-08-22 06:25:14,924 INFO [train.py:927] (3/8) Epoch 4, batch 11750, giga_loss[loss=0.1974, simple_loss=0.2825, pruned_loss=0.05612, over 12416.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04322, over 26.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3156, pruned_loss=0.08181, over 2471409.23 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06941, over 17748.60 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3157, pruned_loss=0.07426, over 2460924.19 frames. utt_duration=1266 frames, utt_pad_proportion=0.05795, over 7782.86 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3143, pruned_loss=0.08185, over 2472221.27 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07038, over 18784.41 utterances.], batch size: 26, lr: 6.91e-04
2022-08-22 06:26:55,315 INFO [train.py:927] (3/8) Epoch 4, batch 11800, libri_loss[loss=0.2816, simple_loss=0.3552, pruned_loss=0.104, over 12404.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02422, over 43.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3162, pruned_loss=0.08141, over 2471490.05 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06617, over 17814.19 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3161, pruned_loss=0.07463, over 2460987.92 frames. utt_duration=1267 frames, utt_pad_proportion=0.05669, over 7781.39 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3147, pruned_loss=0.08132, over 2472404.77 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06771, over 18958.25 utterances.], batch size: 43, lr: 6.90e-04
2022-08-22 06:28:37,680 INFO [train.py:927] (3/8) Epoch 4, batch 11850, giga_loss[loss=0.2317, simple_loss=0.3132, pruned_loss=0.07503, over 12333.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03403, over 58.00 utterances.], tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.0815, over 2470607.57 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06661, over 17697.51 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3156, pruned_loss=0.0745, over 2460877.42 frames. utt_duration=1271 frames, utt_pad_proportion=0.05519, over 7751.38 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3163, pruned_loss=0.08176, over 2471737.97 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06848, over 18963.31 utterances.], batch size: 58, lr: 6.90e-04
2022-08-22 06:30:21,129 INFO [train.py:927] (3/8) Epoch 4, batch 11900, giga_loss[loss=0.2525, simple_loss=0.3315, pruned_loss=0.0868, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02634, over 54.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.319, pruned_loss=0.08307, over 2471146.28 frames. utt_duration=553.1 frames, utt_pad_proportion=0.0706, over 17919.92 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3155, pruned_loss=0.07443, over 2461002.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.05845, over 7793.30 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08354, over 2472161.47 frames. utt_duration=518.4 frames, utt_pad_proportion=0.07095, over 19131.31 utterances.], batch size: 54, lr: 6.90e-04
2022-08-22 06:32:06,048 INFO [train.py:927] (3/8) Epoch 4, batch 11950, giga_loss[loss=0.2668, simple_loss=0.3323, pruned_loss=0.1006, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07428, over 212.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3223, pruned_loss=0.08469, over 2471334.66 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06873, over 17772.79 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3168, pruned_loss=0.0744, over 2460992.71 frames. utt_duration=1268 frames, utt_pad_proportion=0.05789, over 7773.49 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3209, pruned_loss=0.08523, over 2472282.15 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06939, over 18886.86 utterances.], batch size: 212, lr: 6.90e-04
2022-08-22 06:33:49,415 INFO [train.py:927] (3/8) Epoch 4, batch 12000, giga_loss[loss=0.2496, simple_loss=0.3428, pruned_loss=0.07818, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03206, over 75.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3238, pruned_loss=0.08496, over 2471324.59 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06813, over 17465.57 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3168, pruned_loss=0.07445, over 2461178.52 frames. utt_duration=1269 frames, utt_pad_proportion=0.0571, over 7766.08 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3228, pruned_loss=0.08552, over 2472100.11 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06911, over 18540.64 utterances.], batch size: 75, lr: 6.90e-04
2022-08-22 06:33:49,416 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 06:34:03,591 INFO [train.py:967] (3/8) 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 06:35:44,823 INFO [train.py:927] (3/8) Epoch 4, batch 12050, giga_loss[loss=0.253, simple_loss=0.3322, pruned_loss=0.08691, over 12371.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3237, pruned_loss=0.08479, over 2471133.51 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06517, over 16877.59 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3165, pruned_loss=0.07447, over 2461478.35 frames. utt_duration=1273 frames, utt_pad_proportion=0.05651, over 7743.74 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3232, pruned_loss=0.08535, over 2471601.69 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06641, over 17869.81 utterances.], batch size: 91, lr: 6.90e-04
2022-08-22 06:37:24,355 INFO [train.py:927] (3/8) Epoch 4, batch 12100, giga_loss[loss=0.2, simple_loss=0.286, pruned_loss=0.05698, over 12361.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04789, over 26.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3225, pruned_loss=0.08463, over 2470829.63 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06131, over 16573.79 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.317, pruned_loss=0.07501, over 2461513.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.05584, over 7738.61 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3218, pruned_loss=0.08471, over 2471314.10 frames. utt_duration=566.9 frames, utt_pad_proportion=0.0628, over 17484.58 utterances.], batch size: 26, lr: 6.89e-04
2022-08-22 06:39:05,875 INFO [train.py:927] (3/8) Epoch 4, batch 12150, giga_loss[loss=0.2622, simple_loss=0.3333, pruned_loss=0.09551, over 12455.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3211, pruned_loss=0.08366, over 2471154.55 frames. utt_duration=626.5 frames, utt_pad_proportion=0.05992, over 15813.91 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3175, pruned_loss=0.07512, over 2461789.25 frames. utt_duration=1276 frames, utt_pad_proportion=0.05518, over 7725.59 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3201, pruned_loss=0.08375, over 2471414.73 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06155, over 16663.00 utterances.], batch size: 80, lr: 6.89e-04
2022-08-22 06:40:44,216 INFO [train.py:927] (3/8) Epoch 4, batch 12200, giga_loss[loss=0.2509, simple_loss=0.3278, pruned_loss=0.08696, over 12486.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03954, over 31.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3206, pruned_loss=0.08354, over 2471356.19 frames. utt_duration=618.4 frames, utt_pad_proportion=0.0595, over 16025.49 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3167, pruned_loss=0.07486, over 2462097.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.05399, over 7688.89 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3207, pruned_loss=0.0841, over 2471595.11 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06133, over 17005.59 utterances.], batch size: 31, lr: 6.89e-04
2022-08-22 06:42:25,553 INFO [train.py:927] (3/8) Epoch 4, batch 12250, giga_loss[loss=0.2129, simple_loss=0.2963, pruned_loss=0.06479, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03413, over 39.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.32, pruned_loss=0.08317, over 2471729.16 frames. utt_duration=620.9 frames, utt_pad_proportion=0.06313, over 15962.51 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3171, pruned_loss=0.07524, over 2462439.55 frames. utt_duration=1278 frames, utt_pad_proportion=0.05402, over 7714.88 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3198, pruned_loss=0.08345, over 2471784.70 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06446, over 16862.69 utterances.], batch size: 39, lr: 6.89e-04
2022-08-22 06:44:05,314 INFO [train.py:927] (3/8) Epoch 4, batch 12300, giga_loss[loss=0.2589, simple_loss=0.3328, pruned_loss=0.09251, over 12381.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04114, over 133.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3177, pruned_loss=0.0821, over 2472214.22 frames. utt_duration=617.6 frames, utt_pad_proportion=0.06441, over 16051.68 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3171, pruned_loss=0.07542, over 2462474.42 frames. utt_duration=1280 frames, utt_pad_proportion=0.05339, over 7704.23 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3175, pruned_loss=0.08225, over 2472355.72 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06571, over 16885.30 utterances.], batch size: 133, lr: 6.89e-04
2022-08-22 06:45:45,191 INFO [train.py:927] (3/8) Epoch 4, batch 12350, giga_loss[loss=0.2445, simple_loss=0.315, pruned_loss=0.08704, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.316, pruned_loss=0.08208, over 2472383.99 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06634, over 16558.74 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3171, pruned_loss=0.07578, over 2462549.69 frames. utt_duration=1283 frames, utt_pad_proportion=0.0528, over 7686.75 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3158, pruned_loss=0.08194, over 2472558.01 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06761, over 17357.90 utterances.], batch size: 91, lr: 6.88e-04
2022-08-22 06:47:26,124 INFO [train.py:927] (3/8) Epoch 4, batch 12400, giga_loss[loss=0.1733, simple_loss=0.2582, pruned_loss=0.04421, over 12327.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05072, over 26.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3133, pruned_loss=0.08071, over 2471205.89 frames. utt_duration=630.1 frames, utt_pad_proportion=0.06388, over 15724.62 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3174, pruned_loss=0.07597, over 2462703.17 frames. utt_duration=1281 frames, utt_pad_proportion=0.05248, over 7699.45 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3128, pruned_loss=0.08052, over 2471337.94 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06526, over 16456.41 utterances.], batch size: 26, lr: 6.88e-04
2022-08-22 06:49:06,735 INFO [train.py:927] (3/8) Epoch 4, batch 12450, giga_loss[loss=0.2296, simple_loss=0.3063, pruned_loss=0.07651, over 12156.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04157, over 33.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3111, pruned_loss=0.0798, over 2471366.21 frames. utt_duration=620.2 frames, utt_pad_proportion=0.0615, over 15976.96 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3179, pruned_loss=0.07623, over 2462554.54 frames. utt_duration=1283 frames, utt_pad_proportion=0.05188, over 7685.02 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3103, pruned_loss=0.07949, over 2471704.82 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06294, over 16668.83 utterances.], batch size: 33, lr: 6.88e-04
2022-08-22 06:50:47,128 INFO [train.py:927] (3/8) Epoch 4, batch 12500, giga_loss[loss=0.2387, simple_loss=0.3094, pruned_loss=0.08405, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06304, over 183.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3113, pruned_loss=0.07977, over 2471544.71 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06285, over 16633.88 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3198, pruned_loss=0.07676, over 2462699.39 frames. utt_duration=1271 frames, utt_pad_proportion=0.05628, over 7757.92 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3088, pruned_loss=0.0791, over 2471792.41 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06226, over 17233.15 utterances.], batch size: 183, lr: 6.88e-04
2022-08-22 06:52:30,040 INFO [train.py:927] (3/8) Epoch 4, batch 12550, libri_loss[loss=0.2974, simple_loss=0.3768, pruned_loss=0.109, over 12439.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02048, over 43.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3136, pruned_loss=0.08015, over 2471818.85 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06423, over 17108.25 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3215, pruned_loss=0.07733, over 2463175.89 frames. utt_duration=1268 frames, utt_pad_proportion=0.05583, over 7778.89 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3098, pruned_loss=0.07917, over 2471818.44 frames. utt_duration=556.6 frames, utt_pad_proportion=0.064, over 17811.73 utterances.], batch size: 43, lr: 6.88e-04
2022-08-22 06:54:09,381 INFO [train.py:927] (3/8) Epoch 4, batch 12600, giga_loss[loss=0.235, simple_loss=0.3191, pruned_loss=0.07547, over 12328.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03099, over 91.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3141, pruned_loss=0.08033, over 2472038.99 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06499, over 17615.18 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3217, pruned_loss=0.07768, over 2462804.65 frames. utt_duration=1267 frames, utt_pad_proportion=0.05549, over 7781.36 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3109, pruned_loss=0.07932, over 2472552.81 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06496, over 18387.62 utterances.], batch size: 91, lr: 6.87e-04
2022-08-22 06:55:51,435 INFO [train.py:927] (3/8) Epoch 4, batch 12650, giga_loss[loss=0.209, simple_loss=0.2841, pruned_loss=0.06696, over 12163.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04088, over 33.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3136, pruned_loss=0.07984, over 2472373.82 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06626, over 18321.38 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3218, pruned_loss=0.07832, over 2462795.07 frames. utt_duration=1273 frames, utt_pad_proportion=0.05439, over 7749.31 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3106, pruned_loss=0.0785, over 2473071.85 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06665, over 19252.36 utterances.], batch size: 33, lr: 6.87e-04
2022-08-22 06:57:30,412 INFO [train.py:927] (3/8) Epoch 4, batch 12700, giga_loss[loss=0.22, simple_loss=0.2916, pruned_loss=0.07417, over 12442.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0223, over 48.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3122, pruned_loss=0.07923, over 2472320.49 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06446, over 17883.20 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3216, pruned_loss=0.07852, over 2463158.27 frames. utt_duration=1277 frames, utt_pad_proportion=0.05335, over 7721.88 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3098, pruned_loss=0.07799, over 2472762.31 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06531, over 18886.09 utterances.], batch size: 48, lr: 6.87e-04
2022-08-22 06:59:09,695 INFO [train.py:927] (3/8) Epoch 4, batch 12750, giga_loss[loss=0.2351, simple_loss=0.3114, pruned_loss=0.07941, over 12391.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03027, over 62.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3125, pruned_loss=0.07878, over 2472045.43 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06007, over 17465.45 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3218, pruned_loss=0.07874, over 2462957.43 frames. utt_duration=1280 frames, utt_pad_proportion=0.05255, over 7703.56 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3103, pruned_loss=0.07761, over 2472746.42 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06134, over 18456.96 utterances.], batch size: 62, lr: 6.87e-04
2022-08-22 07:00:48,333 INFO [train.py:927] (3/8) Epoch 4, batch 12800, libri_loss[loss=0.2529, simple_loss=0.3307, pruned_loss=0.08748, over 12364.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02412, over 43.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3144, pruned_loss=0.07946, over 2472644.49 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05603, over 17041.17 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3217, pruned_loss=0.07892, over 2462982.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.05163, over 7686.33 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3124, pruned_loss=0.07835, over 2473386.33 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05767, over 18065.05 utterances.], batch size: 43, lr: 6.87e-04
2022-08-22 07:02:26,963 INFO [train.py:927] (3/8) Epoch 4, batch 12850, giga_loss[loss=0.217, simple_loss=0.2999, pruned_loss=0.06703, over 12373.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03101, over 51.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3143, pruned_loss=0.07917, over 2472729.86 frames. utt_duration=596.8 frames, utt_pad_proportion=0.05315, over 16615.09 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3217, pruned_loss=0.07907, over 2462839.87 frames. utt_duration=1285 frames, utt_pad_proportion=0.05104, over 7672.57 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3127, pruned_loss=0.07814, over 2473648.48 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05488, over 17610.41 utterances.], batch size: 51, lr: 6.87e-04
2022-08-22 07:04:07,365 INFO [train.py:927] (3/8) Epoch 4, batch 12900, giga_loss[loss=0.2625, simple_loss=0.3328, pruned_loss=0.09608, over 12409.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05043, over 161.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3151, pruned_loss=0.07951, over 2472965.41 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05127, over 16928.06 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3222, pruned_loss=0.0794, over 2462808.06 frames. utt_duration=1288 frames, utt_pad_proportion=0.05067, over 7659.88 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3133, pruned_loss=0.0784, over 2473818.13 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05285, over 17811.05 utterances.], batch size: 161, lr: 6.86e-04
2022-08-22 07:05:45,805 INFO [train.py:927] (3/8) Epoch 4, batch 12950, giga_loss[loss=0.2033, simple_loss=0.2697, pruned_loss=0.06848, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03303, over 37.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3136, pruned_loss=0.07957, over 2473416.38 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05346, over 16824.50 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3224, pruned_loss=0.07976, over 2463200.51 frames. utt_duration=1288 frames, utt_pad_proportion=0.04988, over 7661.07 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3117, pruned_loss=0.07838, over 2474024.82 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05496, over 17775.83 utterances.], batch size: 37, lr: 6.86e-04
2022-08-22 07:07:25,885 INFO [train.py:927] (3/8) Epoch 4, batch 13000, giga_loss[loss=0.2437, simple_loss=0.3307, pruned_loss=0.07839, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03367, over 85.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.07913, over 2474319.17 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05744, over 17489.11 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3226, pruned_loss=0.07986, over 2463505.56 frames. utt_duration=1290 frames, utt_pad_proportion=0.0493, over 7648.20 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3118, pruned_loss=0.0781, over 2474676.89 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05861, over 18372.62 utterances.], batch size: 85, lr: 6.86e-04
2022-08-22 07:09:02,163 INFO [train.py:927] (3/8) Epoch 4, batch 13050, libri_loss[loss=0.2309, simple_loss=0.2997, pruned_loss=0.08107, over 12220.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008854, over 29.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3148, pruned_loss=0.07981, over 2474944.30 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05739, over 17534.62 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.323, pruned_loss=0.08088, over 2463575.87 frames. utt_duration=1291 frames, utt_pad_proportion=0.04785, over 7642.69 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3126, pruned_loss=0.07802, over 2475679.68 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05899, over 18717.50 utterances.], batch size: 29, lr: 6.86e-04
2022-08-22 07:10:40,339 INFO [train.py:927] (3/8) Epoch 4, batch 13100, giga_loss[loss=0.2438, simple_loss=0.316, pruned_loss=0.08583, over 12361.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02864, over 48.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3135, pruned_loss=0.08019, over 2474556.88 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06075, over 17676.07 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.323, pruned_loss=0.08123, over 2464083.73 frames. utt_duration=1281 frames, utt_pad_proportion=0.05207, over 7705.06 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3116, pruned_loss=0.07844, over 2474942.61 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06054, over 18794.35 utterances.], batch size: 48, lr: 6.86e-04
2022-08-22 07:12:18,760 INFO [train.py:927] (3/8) Epoch 4, batch 13150, giga_loss[loss=0.2181, simple_loss=0.2989, pruned_loss=0.06864, over 12381.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.312, pruned_loss=0.08061, over 2474202.82 frames. utt_duration=546 frames, utt_pad_proportion=0.06323, over 18175.76 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3224, pruned_loss=0.08104, over 2463760.20 frames. utt_duration=1286 frames, utt_pad_proportion=0.0508, over 7669.79 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3108, pruned_loss=0.07936, over 2475159.81 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06352, over 19445.70 utterances.], batch size: 91, lr: 6.85e-04
2022-08-22 07:13:58,499 INFO [train.py:927] (3/8) Epoch 4, batch 13200, giga_loss[loss=0.2201, simple_loss=0.3029, pruned_loss=0.06861, over 12419.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04219, over 146.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3104, pruned_loss=0.07972, over 2474142.96 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05881, over 17845.68 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3229, pruned_loss=0.0814, over 2464019.75 frames. utt_duration=1280 frames, utt_pad_proportion=0.05124, over 7707.88 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3087, pruned_loss=0.07838, over 2474855.34 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05923, over 19012.27 utterances.], batch size: 146, lr: 6.85e-04
2022-08-22 07:15:40,106 INFO [train.py:927] (3/8) Epoch 4, batch 13250, giga_loss[loss=0.1785, simple_loss=0.2542, pruned_loss=0.05143, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0353, over 37.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.306, pruned_loss=0.0775, over 2474616.56 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05539, over 17517.62 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3227, pruned_loss=0.08139, over 2464308.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.05047, over 7696.87 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3046, pruned_loss=0.0764, over 2475104.31 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05625, over 18637.68 utterances.], batch size: 37, lr: 6.85e-04
2022-08-22 07:17:19,655 INFO [train.py:927] (3/8) Epoch 4, batch 13300, giga_loss[loss=0.2603, simple_loss=0.3233, pruned_loss=0.09871, over 12368.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1875, over 364.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3046, pruned_loss=0.0765, over 2474924.10 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05687, over 17531.80 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.323, pruned_loss=0.0816, over 2464586.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.04986, over 7696.41 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3029, pruned_loss=0.07536, over 2475202.69 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05774, over 18552.72 utterances.], batch size: 364, lr: 6.85e-04
2022-08-22 07:19:00,691 INFO [train.py:927] (3/8) Epoch 4, batch 13350, libri_loss[loss=0.2548, simple_loss=0.3124, pruned_loss=0.09859, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008947, over 30.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3073, pruned_loss=0.07771, over 2474831.90 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05657, over 17380.61 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3232, pruned_loss=0.08185, over 2464889.22 frames. utt_duration=1283 frames, utt_pad_proportion=0.04913, over 7696.36 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3053, pruned_loss=0.07645, over 2475074.19 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05766, over 18478.67 utterances.], batch size: 30, lr: 6.85e-04
2022-08-22 07:20:39,961 INFO [train.py:927] (3/8) Epoch 4, batch 13400, giga_loss[loss=0.2365, simple_loss=0.3185, pruned_loss=0.07728, over 12365.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03619, over 122.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3097, pruned_loss=0.07836, over 2474476.69 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05326, over 16939.37 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3234, pruned_loss=0.08209, over 2464851.78 frames. utt_duration=1284 frames, utt_pad_proportion=0.04895, over 7689.88 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3079, pruned_loss=0.07713, over 2474746.89 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05438, over 17848.17 utterances.], batch size: 122, lr: 6.84e-04
2022-08-22 07:22:26,573 INFO [train.py:927] (3/8) Epoch 4, batch 13450, giga_loss[loss=0.3612, simple_loss=0.3914, pruned_loss=0.1655, over 12361.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2057, over 370.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3146, pruned_loss=0.08255, over 2473624.65 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05785, over 17137.00 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3236, pruned_loss=0.08237, over 2464676.52 frames. utt_duration=1287 frames, utt_pad_proportion=0.04874, over 7672.01 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3129, pruned_loss=0.08132, over 2474081.68 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05861, over 17949.72 utterances.], batch size: 370, lr: 6.84e-04
2022-08-22 07:24:07,879 INFO [train.py:927] (3/8) Epoch 4, batch 13500, giga_loss[loss=0.2747, simple_loss=0.3446, pruned_loss=0.1024, over 12396.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02595, over 91.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3211, pruned_loss=0.0869, over 2474101.30 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05467, over 17153.61 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3237, pruned_loss=0.08281, over 2465046.67 frames. utt_duration=1291 frames, utt_pad_proportion=0.04724, over 7647.59 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3194, pruned_loss=0.08563, over 2474578.83 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05616, over 18285.95 utterances.], batch size: 91, lr: 6.84e-04
2022-08-22 07:25:58,086 INFO [train.py:927] (3/8) Epoch 4, batch 13550, giga_loss[loss=0.3019, simple_loss=0.3682, pruned_loss=0.1178, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03075, over 58.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3294, pruned_loss=0.09342, over 2473552.77 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05521, over 17719.65 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3237, pruned_loss=0.08317, over 2464888.98 frames. utt_duration=1282 frames, utt_pad_proportion=0.05047, over 7702.54 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.328, pruned_loss=0.09223, over 2474298.16 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05506, over 18821.56 utterances.], batch size: 58, lr: 6.84e-04
2022-08-22 07:27:40,278 INFO [train.py:927] (3/8) Epoch 4, batch 13600, giga_loss[loss=0.3492, simple_loss=0.3893, pruned_loss=0.1546, over 12364.00 frames. utt_duration=191 frames, utt_pad_proportion=0.1158, over 261.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3353, pruned_loss=0.09806, over 2474113.96 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06257, over 18330.96 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3238, pruned_loss=0.0835, over 2465234.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.05377, over 7763.39 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3344, pruned_loss=0.09715, over 2474641.12 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06089, over 19440.05 utterances.], batch size: 261, lr: 6.84e-04
2022-08-22 07:29:24,832 INFO [train.py:927] (3/8) Epoch 4, batch 13650, giga_loss[loss=0.2357, simple_loss=0.3187, pruned_loss=0.07631, over 12456.00 frames. utt_duration=1781 frames, utt_pad_proportion=0.01937, over 28.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3401, pruned_loss=0.1032, over 2474810.48 frames. utt_duration=492.2 frames, utt_pad_proportion=0.08085, over 20173.71 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3244, pruned_loss=0.08425, over 2465366.82 frames. utt_duration=1249 frames, utt_pad_proportion=0.06148, over 7906.05 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3392, pruned_loss=0.1022, over 2475372.84 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07635, over 21227.56 utterances.], batch size: 28, lr: 6.84e-04
2022-08-22 07:31:14,671 INFO [train.py:927] (3/8) Epoch 4, batch 13700, giga_loss[loss=0.4042, simple_loss=0.4187, pruned_loss=0.1948, over 12376.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09798, over 256.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3464, pruned_loss=0.109, over 2474853.33 frames. utt_duration=483 frames, utt_pad_proportion=0.08002, over 20556.49 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3241, pruned_loss=0.08426, over 2465140.82 frames. utt_duration=1254 frames, utt_pad_proportion=0.06076, over 7875.26 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3463, pruned_loss=0.1086, over 2475674.28 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0769, over 21648.21 utterances.], batch size: 256, lr: 6.83e-04
2022-08-22 07:33:03,089 INFO [train.py:927] (3/8) Epoch 4, batch 13750, giga_loss[loss=0.2925, simple_loss=0.3444, pruned_loss=0.1203, over 12443.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04353, over 31.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.3487, pruned_loss=0.1118, over 2475138.69 frames. utt_duration=469 frames, utt_pad_proportion=0.08063, over 21177.37 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3242, pruned_loss=0.0845, over 2464995.95 frames. utt_duration=1253 frames, utt_pad_proportion=0.06044, over 7876.16 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3488, pruned_loss=0.1116, over 2476039.02 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07842, over 22213.61 utterances.], batch size: 31, lr: 6.83e-04
2022-08-22 07:34:48,008 INFO [train.py:927] (3/8) Epoch 4, batch 13800, giga_loss[loss=0.2861, simple_loss=0.3602, pruned_loss=0.106, over 12416.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06174, over 183.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3489, pruned_loss=0.1116, over 2474806.86 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07803, over 21514.13 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3241, pruned_loss=0.08476, over 2465105.01 frames. utt_duration=1256 frames, utt_pad_proportion=0.06017, over 7861.47 utterances.], giga_tot_loss[loss=0.2868, simple_loss=0.3497, pruned_loss=0.1119, over 2475691.63 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07664, over 22733.26 utterances.], batch size: 183, lr: 6.83e-04
2022-08-22 07:36:32,193 INFO [train.py:927] (3/8) Epoch 4, batch 13850, giga_loss[loss=0.3146, simple_loss=0.37, pruned_loss=0.1296, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06341, over 183.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3514, pruned_loss=0.1133, over 2475315.86 frames. utt_duration=437 frames, utt_pad_proportion=0.08003, over 22731.16 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3241, pruned_loss=0.08489, over 2465471.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.05975, over 7867.41 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3524, pruned_loss=0.1139, over 2475814.22 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07915, over 23886.80 utterances.], batch size: 183, lr: 6.83e-04
2022-08-22 07:38:18,729 INFO [train.py:927] (3/8) Epoch 4, batch 13900, giga_loss[loss=0.2943, simple_loss=0.3601, pruned_loss=0.1143, over 12421.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0524, over 162.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3491, pruned_loss=0.1106, over 2475762.01 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07832, over 22833.59 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3237, pruned_loss=0.0849, over 2465758.97 frames. utt_duration=1260 frames, utt_pad_proportion=0.05891, over 7836.29 utterances.], giga_tot_loss[loss=0.2868, simple_loss=0.3507, pruned_loss=0.1115, over 2476075.18 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07805, over 24045.58 utterances.], batch size: 162, lr: 6.83e-04
2022-08-22 07:40:04,359 INFO [train.py:927] (3/8) Epoch 4, batch 13950, giga_loss[loss=0.2515, simple_loss=0.3248, pruned_loss=0.08911, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04019, over 113.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3456, pruned_loss=0.107, over 2474409.73 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07481, over 22088.63 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3232, pruned_loss=0.08483, over 2465611.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05802, over 7795.81 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3479, pruned_loss=0.1083, over 2474999.32 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07513, over 23417.22 utterances.], batch size: 113, lr: 6.82e-04
2022-08-22 07:41:47,965 INFO [train.py:927] (3/8) Epoch 4, batch 14000, libri_loss[loss=0.2841, simple_loss=0.3474, pruned_loss=0.1104, over 12272.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.06415, over 51.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3427, pruned_loss=0.1046, over 2473778.16 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07736, over 21402.05 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3236, pruned_loss=0.08516, over 2465207.31 frames. utt_duration=1256 frames, utt_pad_proportion=0.06185, over 7857.27 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.345, pruned_loss=0.1062, over 2474990.54 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07649, over 22987.08 utterances.], batch size: 51, lr: 6.82e-04
2022-08-22 07:43:35,655 INFO [train.py:927] (3/8) Epoch 4, batch 14050, giga_loss[loss=0.2691, simple_loss=0.3389, pruned_loss=0.09965, over 12384.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02774, over 85.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.342, pruned_loss=0.1041, over 2473713.51 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07681, over 21407.28 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3233, pruned_loss=0.08522, over 2464522.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.06075, over 7824.25 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3445, pruned_loss=0.1057, over 2475418.54 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07654, over 22973.73 utterances.], batch size: 85, lr: 6.82e-04
2022-08-22 07:45:26,915 INFO [train.py:927] (3/8) Epoch 4, batch 14100, giga_loss[loss=0.2633, simple_loss=0.3423, pruned_loss=0.09221, over 12445.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04121, over 114.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3415, pruned_loss=0.1018, over 2473339.33 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07211, over 20429.08 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.324, pruned_loss=0.08594, over 2464541.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.05963, over 7830.60 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3433, pruned_loss=0.1029, over 2474919.58 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07268, over 22024.10 utterances.], batch size: 114, lr: 6.82e-04
2022-08-22 07:47:14,871 INFO [train.py:927] (3/8) Epoch 4, batch 14150, giga_loss[loss=0.2598, simple_loss=0.3292, pruned_loss=0.09524, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3408, pruned_loss=0.09988, over 2474204.72 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06766, over 20001.07 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3238, pruned_loss=0.08592, over 2464565.03 frames. utt_duration=1264 frames, utt_pad_proportion=0.059, over 7810.21 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3427, pruned_loss=0.101, over 2475535.11 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06864, over 21442.87 utterances.], batch size: 97, lr: 6.82e-04
2022-08-22 07:49:02,054 INFO [train.py:927] (3/8) Epoch 4, batch 14200, giga_loss[loss=0.2898, simple_loss=0.3481, pruned_loss=0.1158, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03037, over 80.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3398, pruned_loss=0.09992, over 2473908.08 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07334, over 19930.88 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3237, pruned_loss=0.08617, over 2464711.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05766, over 7799.14 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.342, pruned_loss=0.1011, over 2475170.88 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07425, over 21522.08 utterances.], batch size: 80, lr: 6.82e-04
2022-08-22 07:50:47,436 INFO [train.py:927] (3/8) Epoch 4, batch 14250, giga_loss[loss=0.251, simple_loss=0.3325, pruned_loss=0.08475, over 12455.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0345, over 98.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3382, pruned_loss=0.09933, over 2473962.04 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07513, over 19366.67 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3245, pruned_loss=0.08636, over 2465026.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.0567, over 7778.31 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3395, pruned_loss=0.1004, over 2474863.49 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07619, over 20923.29 utterances.], batch size: 98, lr: 6.81e-04
2022-08-22 07:52:34,110 INFO [train.py:927] (3/8) Epoch 4, batch 14300, giga_loss[loss=0.2538, simple_loss=0.3372, pruned_loss=0.08515, over 12442.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0224, over 48.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3375, pruned_loss=0.09827, over 2474434.98 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07511, over 19644.04 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3249, pruned_loss=0.08696, over 2465410.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.06037, over 7849.92 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3385, pruned_loss=0.09888, over 2475032.26 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07504, over 21145.48 utterances.], batch size: 48, lr: 6.81e-04
2022-08-22 07:54:18,806 INFO [train.py:927] (3/8) Epoch 4, batch 14350, giga_loss[loss=0.266, simple_loss=0.339, pruned_loss=0.09653, over 12429.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0312, over 80.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3373, pruned_loss=0.09815, over 2474712.89 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07643, over 20129.36 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3249, pruned_loss=0.08703, over 2465614.02 frames. utt_duration=1258 frames, utt_pad_proportion=0.05941, over 7846.90 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3383, pruned_loss=0.09877, over 2475193.07 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07669, over 21536.89 utterances.], batch size: 80, lr: 6.81e-04
2022-08-22 07:56:04,295 INFO [train.py:927] (3/8) Epoch 4, batch 14400, giga_loss[loss=0.2549, simple_loss=0.3304, pruned_loss=0.08969, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3355, pruned_loss=0.09757, over 2475368.01 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07273, over 20017.08 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3247, pruned_loss=0.08714, over 2465947.66 frames. utt_duration=1249 frames, utt_pad_proportion=0.06294, over 7904.31 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3367, pruned_loss=0.09815, over 2475621.26 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07214, over 21301.80 utterances.], batch size: 62, lr: 6.81e-04
2022-08-22 07:57:49,876 INFO [train.py:927] (3/8) Epoch 4, batch 14450, giga_loss[loss=0.2372, simple_loss=0.3137, pruned_loss=0.08032, over 12340.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03364, over 51.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3348, pruned_loss=0.0978, over 2475234.28 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06782, over 19639.92 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3247, pruned_loss=0.08749, over 2465830.79 frames. utt_duration=1254 frames, utt_pad_proportion=0.06174, over 7876.89 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3359, pruned_loss=0.09818, over 2475745.36 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06806, over 20951.59 utterances.], batch size: 51, lr: 6.81e-04
2022-08-22 07:59:36,639 INFO [train.py:927] (3/8) Epoch 4, batch 14500, giga_loss[loss=0.272, simple_loss=0.3374, pruned_loss=0.1033, over 12431.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03644, over 113.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3342, pruned_loss=0.09814, over 2475021.59 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06925, over 19689.46 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.325, pruned_loss=0.08787, over 2465938.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.06537, over 7953.12 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3351, pruned_loss=0.09836, over 2475561.73 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06807, over 20981.88 utterances.], batch size: 113, lr: 6.80e-04
2022-08-22 08:01:22,217 INFO [train.py:927] (3/8) Epoch 4, batch 14550, giga_loss[loss=0.274, simple_loss=0.3461, pruned_loss=0.1009, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03983, over 133.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3365, pruned_loss=0.09869, over 2474674.18 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06914, over 20168.74 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3271, pruned_loss=0.08815, over 2465794.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.06516, over 7943.36 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3353, pruned_loss=0.09865, over 2475267.81 frames. utt_duration=467.5 frames, utt_pad_proportion=0.0683, over 21242.41 utterances.], batch size: 133, lr: 6.80e-04
2022-08-22 08:03:06,658 INFO [train.py:927] (3/8) Epoch 4, batch 14600, giga_loss[loss=0.2788, simple_loss=0.345, pruned_loss=0.1063, over 12381.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03344, over 104.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3359, pruned_loss=0.09792, over 2473955.63 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07339, over 20229.29 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3275, pruned_loss=0.08869, over 2465560.54 frames. utt_duration=1239 frames, utt_pad_proportion=0.06538, over 7972.15 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3349, pruned_loss=0.09757, over 2474725.34 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07251, over 21206.10 utterances.], batch size: 104, lr: 6.80e-04
2022-08-22 08:04:56,588 INFO [train.py:927] (3/8) Epoch 4, batch 14650, giga_loss[loss=0.3029, simple_loss=0.3599, pruned_loss=0.1229, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03349, over 122.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3363, pruned_loss=0.09905, over 2474012.19 frames. utt_duration=482 frames, utt_pad_proportion=0.07425, over 20592.31 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3269, pruned_loss=0.08846, over 2465594.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06495, over 7952.48 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.336, pruned_loss=0.09905, over 2474659.28 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07371, over 21483.62 utterances.], batch size: 122, lr: 6.80e-04
2022-08-22 08:06:41,239 INFO [train.py:927] (3/8) Epoch 4, batch 14700, giga_loss[loss=0.2518, simple_loss=0.3155, pruned_loss=0.09407, over 12430.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03995, over 37.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3374, pruned_loss=0.1012, over 2475017.47 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07056, over 20760.35 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3271, pruned_loss=0.08891, over 2465827.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.06455, over 7957.11 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3371, pruned_loss=0.101, over 2475439.30 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07044, over 21616.86 utterances.], batch size: 37, lr: 6.80e-04
2022-08-22 08:08:24,698 INFO [train.py:927] (3/8) Epoch 4, batch 14750, giga_loss[loss=0.2364, simple_loss=0.3145, pruned_loss=0.07919, over 12441.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03529, over 105.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3394, pruned_loss=0.1035, over 2474976.96 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07603, over 21795.71 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3271, pruned_loss=0.08913, over 2465629.16 frames. utt_duration=1246 frames, utt_pad_proportion=0.0633, over 7922.89 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3396, pruned_loss=0.1035, over 2475764.64 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07624, over 22884.29 utterances.], batch size: 105, lr: 6.80e-04
2022-08-22 08:10:09,880 INFO [train.py:927] (3/8) Epoch 4, batch 14800, giga_loss[loss=0.2833, simple_loss=0.3603, pruned_loss=0.1031, over 12441.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04747, over 147.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.339, pruned_loss=0.102, over 2475081.04 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07238, over 21115.61 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3273, pruned_loss=0.0894, over 2465486.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.06257, over 7915.06 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3391, pruned_loss=0.102, over 2475974.84 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07299, over 22161.48 utterances.], batch size: 147, lr: 6.79e-04
2022-08-22 08:11:56,301 INFO [train.py:927] (3/8) Epoch 4, batch 14850, giga_loss[loss=0.2643, simple_loss=0.3308, pruned_loss=0.09888, over 12466.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02997, over 80.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.336, pruned_loss=0.1001, over 2475316.68 frames. utt_duration=466.3 frames, utt_pad_proportion=0.0731, over 21300.19 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3274, pruned_loss=0.08963, over 2465657.68 frames. utt_duration=1250 frames, utt_pad_proportion=0.06182, over 7901.39 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3361, pruned_loss=0.1, over 2475991.05 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07382, over 22309.06 utterances.], batch size: 80, lr: 6.79e-04
2022-08-22 08:13:40,920 INFO [train.py:927] (3/8) Epoch 4, batch 14900, giga_loss[loss=0.2544, simple_loss=0.3307, pruned_loss=0.08904, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03011, over 55.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3344, pruned_loss=0.09902, over 2474884.38 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07423, over 20627.62 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3283, pruned_loss=0.09006, over 2466016.50 frames. utt_duration=1239 frames, utt_pad_proportion=0.06534, over 7969.36 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3338, pruned_loss=0.09876, over 2475284.70 frames. utt_duration=458.7 frames, utt_pad_proportion=0.0737, over 21655.70 utterances.], batch size: 55, lr: 6.79e-04
2022-08-22 08:15:28,079 INFO [train.py:927] (3/8) Epoch 4, batch 14950, giga_loss[loss=0.2572, simple_loss=0.3364, pruned_loss=0.08905, over 12399.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03536, over 75.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.338, pruned_loss=0.1004, over 2474720.57 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07547, over 20661.50 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3287, pruned_loss=0.09038, over 2466030.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.06439, over 7953.99 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3374, pruned_loss=0.1001, over 2475182.72 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07534, over 21698.88 utterances.], batch size: 75, lr: 6.79e-04
2022-08-22 08:17:11,611 INFO [train.py:927] (3/8) Epoch 4, batch 15000, giga_loss[loss=0.2751, simple_loss=0.3476, pruned_loss=0.1013, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02829, over 55.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3397, pruned_loss=0.09991, over 2475004.84 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07592, over 20741.27 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3284, pruned_loss=0.09028, over 2466163.54 frames. utt_duration=1244 frames, utt_pad_proportion=0.06393, over 7939.47 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3395, pruned_loss=0.09982, over 2475330.81 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07596, over 21671.06 utterances.], batch size: 55, lr: 6.79e-04
2022-08-22 08:17:11,612 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 08:17:25,349 INFO [train.py:967] (3/8) 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 08:19:08,865 INFO [train.py:927] (3/8) Epoch 4, batch 15050, giga_loss[loss=0.2514, simple_loss=0.3267, pruned_loss=0.08807, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02735, over 48.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3405, pruned_loss=0.1012, over 2475048.16 frames. utt_duration=484.9 frames, utt_pad_proportion=0.08376, over 20477.10 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3297, pruned_loss=0.09129, over 2466457.43 frames. utt_duration=1224 frames, utt_pad_proportion=0.07061, over 8071.27 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3396, pruned_loss=0.1006, over 2475366.77 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08148, over 21573.07 utterances.], batch size: 48, lr: 6.78e-04
2022-08-22 08:20:50,852 INFO [train.py:927] (3/8) Epoch 4, batch 15100, giga_loss[loss=0.2418, simple_loss=0.3219, pruned_loss=0.08089, over 12425.00 frames. utt_duration=711.3 frames, utt_pad_proportion=0.02434, over 70.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3407, pruned_loss=0.1026, over 2475244.84 frames. utt_duration=474.3 frames, utt_pad_proportion=0.08721, over 20938.12 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3299, pruned_loss=0.09165, over 2466742.25 frames. utt_duration=1217 frames, utt_pad_proportion=0.07385, over 8118.88 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3402, pruned_loss=0.1021, over 2475471.91 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08437, over 22106.65 utterances.], batch size: 70, lr: 6.78e-04
2022-08-22 08:22:33,201 INFO [train.py:927] (3/8) Epoch 4, batch 15150, giga_loss[loss=0.2284, simple_loss=0.2982, pruned_loss=0.07935, over 12180.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03169, over 33.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3383, pruned_loss=0.1016, over 2475336.40 frames. utt_duration=496.5 frames, utt_pad_proportion=0.08242, over 19998.80 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3307, pruned_loss=0.09209, over 2466767.91 frames. utt_duration=1214 frames, utt_pad_proportion=0.074, over 8140.57 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3373, pruned_loss=0.1009, over 2475564.29 frames. utt_duration=472.7 frames, utt_pad_proportion=0.0803, over 21012.30 utterances.], batch size: 33, lr: 6.78e-04
2022-08-22 08:24:15,880 INFO [train.py:927] (3/8) Epoch 4, batch 15200, giga_loss[loss=0.242, simple_loss=0.3114, pruned_loss=0.08628, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.337, pruned_loss=0.1011, over 2474893.69 frames. utt_duration=500.1 frames, utt_pad_proportion=0.0804, over 19854.59 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3299, pruned_loss=0.0919, over 2466548.89 frames. utt_duration=1218 frames, utt_pad_proportion=0.07294, over 8110.60 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.337, pruned_loss=0.101, over 2475528.89 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07919, over 21054.59 utterances.], batch size: 55, lr: 6.78e-04
2022-08-22 08:25:59,560 INFO [train.py:927] (3/8) Epoch 4, batch 15250, giga_loss[loss=0.2668, simple_loss=0.3258, pruned_loss=0.1039, over 12338.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1941, over 364.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3362, pruned_loss=0.1012, over 2475127.85 frames. utt_duration=482.9 frames, utt_pad_proportion=0.0819, over 20562.56 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3298, pruned_loss=0.09182, over 2466743.10 frames. utt_duration=1219 frames, utt_pad_proportion=0.07236, over 8105.99 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3364, pruned_loss=0.1013, over 2475568.25 frames. utt_duration=458.4 frames, utt_pad_proportion=0.08111, over 21671.84 utterances.], batch size: 364, lr: 6.78e-04
2022-08-22 08:27:44,394 INFO [train.py:927] (3/8) Epoch 4, batch 15300, giga_loss[loss=0.2622, simple_loss=0.3401, pruned_loss=0.09217, over 12451.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03213, over 86.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3377, pruned_loss=0.1016, over 2474600.42 frames. utt_duration=488.5 frames, utt_pad_proportion=0.08005, over 20323.72 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3305, pruned_loss=0.09225, over 2466727.18 frames. utt_duration=1217 frames, utt_pad_proportion=0.07187, over 8116.13 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3373, pruned_loss=0.1015, over 2475184.02 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07976, over 21535.63 utterances.], batch size: 86, lr: 6.78e-04
2022-08-22 08:29:27,597 INFO [train.py:927] (3/8) Epoch 4, batch 15350, giga_loss[loss=0.2513, simple_loss=0.3201, pruned_loss=0.09126, over 12120.00 frames. utt_duration=1733 frames, utt_pad_proportion=0.0426, over 28.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3382, pruned_loss=0.1026, over 2474616.97 frames. utt_duration=489.1 frames, utt_pad_proportion=0.08062, over 20299.06 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3304, pruned_loss=0.09244, over 2466882.33 frames. utt_duration=1221 frames, utt_pad_proportion=0.07052, over 8090.00 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3382, pruned_loss=0.1026, over 2475159.49 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08089, over 21613.13 utterances.], batch size: 28, lr: 6.77e-04
2022-08-22 08:31:08,343 INFO [train.py:927] (3/8) Epoch 4, batch 15400, giga_loss[loss=0.2429, simple_loss=0.3299, pruned_loss=0.07796, over 12385.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03724, over 37.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3388, pruned_loss=0.1002, over 2475511.49 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07807, over 20010.28 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3305, pruned_loss=0.09239, over 2467252.24 frames. utt_duration=1223 frames, utt_pad_proportion=0.06968, over 8078.71 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3388, pruned_loss=0.1003, over 2475729.80 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07873, over 21209.33 utterances.], batch size: 37, lr: 6.77e-04
2022-08-22 08:32:47,630 INFO [train.py:927] (3/8) Epoch 4, batch 15450, giga_loss[loss=0.3047, simple_loss=0.3668, pruned_loss=0.1213, over 12394.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03382, over 122.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3415, pruned_loss=0.101, over 2475645.97 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07637, over 19644.95 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3308, pruned_loss=0.09285, over 2467533.94 frames. utt_duration=1209 frames, utt_pad_proportion=0.07314, over 8174.80 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3414, pruned_loss=0.1009, over 2475789.22 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07575, over 20822.38 utterances.], batch size: 122, lr: 6.77e-04
2022-08-22 08:34:28,011 INFO [train.py:927] (3/8) Epoch 4, batch 15500, giga_loss[loss=0.4114, simple_loss=0.429, pruned_loss=0.1969, over 12355.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1092, over 259.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3438, pruned_loss=0.1037, over 2475739.70 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07673, over 19858.15 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3314, pruned_loss=0.09347, over 2467987.16 frames. utt_duration=1188 frames, utt_pad_proportion=0.0801, over 8319.20 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3435, pruned_loss=0.1032, over 2475590.80 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07373, over 20872.61 utterances.], batch size: 259, lr: 6.77e-04
2022-08-22 08:36:14,148 INFO [train.py:927] (3/8) Epoch 4, batch 15550, giga_loss[loss=0.2695, simple_loss=0.3431, pruned_loss=0.09794, over 12430.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03886, over 123.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3437, pruned_loss=0.1041, over 2475241.21 frames. utt_duration=471.8 frames, utt_pad_proportion=0.08212, over 21053.02 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3313, pruned_loss=0.09348, over 2467703.93 frames. utt_duration=1190 frames, utt_pad_proportion=0.07925, over 8304.76 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3438, pruned_loss=0.1039, over 2475525.22 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07991, over 22093.40 utterances.], batch size: 123, lr: 6.77e-04
2022-08-22 08:37:57,272 INFO [train.py:927] (3/8) Epoch 4, batch 15600, giga_loss[loss=0.2534, simple_loss=0.3221, pruned_loss=0.09237, over 12348.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03539, over 104.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3427, pruned_loss=0.1015, over 2474574.01 frames. utt_duration=485.9 frames, utt_pad_proportion=0.0791, over 20431.85 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3314, pruned_loss=0.09369, over 2467616.05 frames. utt_duration=1192 frames, utt_pad_proportion=0.07866, over 8289.74 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3428, pruned_loss=0.1013, over 2474938.25 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07764, over 21373.84 utterances.], batch size: 104, lr: 6.76e-04
2022-08-22 08:39:40,367 INFO [train.py:927] (3/8) Epoch 4, batch 15650, libri_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.07705, over 12313.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005085, over 35.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3427, pruned_loss=0.1016, over 2474578.21 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07974, over 20605.60 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3309, pruned_loss=0.09346, over 2467445.89 frames. utt_duration=1199 frames, utt_pad_proportion=0.07696, over 8238.79 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3436, pruned_loss=0.1019, over 2475223.76 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07913, over 21745.48 utterances.], batch size: 35, lr: 6.76e-04
2022-08-22 08:41:24,733 INFO [train.py:927] (3/8) Epoch 4, batch 15700, giga_loss[loss=0.2978, simple_loss=0.3454, pruned_loss=0.1251, over 12332.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2089, over 371.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3418, pruned_loss=0.102, over 2475190.31 frames. utt_duration=470.2 frames, utt_pad_proportion=0.08027, over 21123.96 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.331, pruned_loss=0.09351, over 2467565.66 frames. utt_duration=1198 frames, utt_pad_proportion=0.07693, over 8249.60 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3424, pruned_loss=0.1022, over 2475625.69 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07978, over 22057.80 utterances.], batch size: 371, lr: 6.76e-04
2022-08-22 08:43:08,017 INFO [train.py:927] (3/8) Epoch 4, batch 15750, giga_loss[loss=0.2154, simple_loss=0.2956, pruned_loss=0.06764, over 12210.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03257, over 39.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3408, pruned_loss=0.1013, over 2474691.81 frames. utt_duration=471.8 frames, utt_pad_proportion=0.08211, over 21044.76 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3319, pruned_loss=0.09389, over 2467145.87 frames. utt_duration=1199 frames, utt_pad_proportion=0.07609, over 8237.64 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3407, pruned_loss=0.1014, over 2475599.73 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08194, over 22147.40 utterances.], batch size: 39, lr: 6.76e-04
2022-08-22 08:44:45,035 INFO [train.py:927] (3/8) Epoch 4, batch 15800, giga_loss[loss=0.2397, simple_loss=0.312, pruned_loss=0.08373, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03321, over 42.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3398, pruned_loss=0.102, over 2474660.16 frames. utt_duration=474 frames, utt_pad_proportion=0.07734, over 20950.58 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3316, pruned_loss=0.09371, over 2466845.24 frames. utt_duration=1203 frames, utt_pad_proportion=0.07502, over 8209.15 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3402, pruned_loss=0.1023, over 2475781.70 frames. utt_duration=450 frames, utt_pad_proportion=0.07781, over 22077.43 utterances.], batch size: 42, lr: 6.76e-04
2022-08-22 08:46:23,466 INFO [train.py:927] (3/8) Epoch 4, batch 15850, giga_loss[loss=0.2233, simple_loss=0.3194, pruned_loss=0.06361, over 12431.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03465, over 105.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3367, pruned_loss=0.09937, over 2474756.47 frames. utt_duration=456 frames, utt_pad_proportion=0.08099, over 21778.76 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3317, pruned_loss=0.09419, over 2466767.76 frames. utt_duration=1192 frames, utt_pad_proportion=0.07919, over 8288.40 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3371, pruned_loss=0.0994, over 2475930.23 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07994, over 22954.26 utterances.], batch size: 105, lr: 6.76e-04
2022-08-22 08:48:09,925 INFO [train.py:927] (3/8) Epoch 4, batch 15900, giga_loss[loss=0.2264, simple_loss=0.3044, pruned_loss=0.07423, over 12423.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.0238, over 48.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3342, pruned_loss=0.09783, over 2474993.31 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07832, over 21799.92 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3311, pruned_loss=0.094, over 2466619.97 frames. utt_duration=1197 frames, utt_pad_proportion=0.07783, over 8250.73 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3351, pruned_loss=0.09809, over 2476222.51 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07806, over 23074.95 utterances.], batch size: 48, lr: 6.75e-04
2022-08-22 08:49:54,759 INFO [train.py:927] (3/8) Epoch 4, batch 15950, giga_loss[loss=0.2866, simple_loss=0.3567, pruned_loss=0.1082, over 12330.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03131, over 70.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3307, pruned_loss=0.09648, over 2474465.56 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07863, over 21610.15 utterances.], libri_tot_loss[loss=0.2593, simple_loss=0.3306, pruned_loss=0.09395, over 2466434.59 frames. utt_duration=1197 frames, utt_pad_proportion=0.07662, over 8249.42 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3319, pruned_loss=0.09687, over 2475927.76 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07886, over 23136.90 utterances.], batch size: 70, lr: 6.75e-04
2022-08-22 08:51:35,286 INFO [train.py:927] (3/8) Epoch 4, batch 16000, giga_loss[loss=0.2384, simple_loss=0.3151, pruned_loss=0.08087, over 12335.00 frames. utt_duration=852 frames, utt_pad_proportion=0.0307, over 58.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.332, pruned_loss=0.09628, over 2474543.09 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07263, over 20614.97 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3306, pruned_loss=0.09421, over 2466390.10 frames. utt_duration=1202 frames, utt_pad_proportion=0.07498, over 8219.29 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.333, pruned_loss=0.09643, over 2475987.96 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07374, over 22209.10 utterances.], batch size: 58, lr: 6.75e-04
2022-08-22 08:53:17,216 INFO [train.py:927] (3/8) Epoch 4, batch 16050, giga_loss[loss=0.2692, simple_loss=0.3368, pruned_loss=0.1008, over 12427.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05417, over 162.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3324, pruned_loss=0.09597, over 2474219.61 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06953, over 19903.83 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3312, pruned_loss=0.09432, over 2466533.39 frames. utt_duration=1204 frames, utt_pad_proportion=0.07324, over 8207.72 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3327, pruned_loss=0.09605, over 2475506.88 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07123, over 21580.06 utterances.], batch size: 162, lr: 6.75e-04
2022-08-22 08:54:58,148 INFO [train.py:927] (3/8) Epoch 4, batch 16100, giga_loss[loss=0.256, simple_loss=0.3322, pruned_loss=0.08992, over 12466.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02676, over 55.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3337, pruned_loss=0.09716, over 2473986.87 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07222, over 19989.72 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.332, pruned_loss=0.09454, over 2466657.37 frames. utt_duration=1205 frames, utt_pad_proportion=0.07235, over 8198.65 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3333, pruned_loss=0.09707, over 2475004.32 frames. utt_duration=462.3 frames, utt_pad_proportion=0.0737, over 21484.00 utterances.], batch size: 55, lr: 6.75e-04
2022-08-22 08:56:42,637 INFO [train.py:927] (3/8) Epoch 4, batch 16150, giga_loss[loss=0.2397, simple_loss=0.3233, pruned_loss=0.0781, over 12317.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3357, pruned_loss=0.09884, over 2474855.01 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07099, over 20007.91 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.332, pruned_loss=0.09455, over 2466716.14 frames. utt_duration=1208 frames, utt_pad_proportion=0.07102, over 8175.89 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3354, pruned_loss=0.09883, over 2475801.85 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07268, over 21483.97 utterances.], batch size: 58, lr: 6.74e-04
2022-08-22 08:58:31,639 INFO [train.py:927] (3/8) Epoch 4, batch 16200, giga_loss[loss=0.3437, simple_loss=0.3775, pruned_loss=0.155, over 12347.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2152, over 374.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3376, pruned_loss=0.101, over 2475193.23 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07906, over 21188.28 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3322, pruned_loss=0.09477, over 2466812.34 frames. utt_duration=1210 frames, utt_pad_proportion=0.07001, over 8162.45 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3373, pruned_loss=0.1009, over 2476014.31 frames. utt_duration=440.1 frames, utt_pad_proportion=0.08017, over 22577.39 utterances.], batch size: 374, lr: 6.74e-04
2022-08-22 09:00:17,711 INFO [train.py:927] (3/8) Epoch 4, batch 16250, giga_loss[loss=0.265, simple_loss=0.3337, pruned_loss=0.09815, over 12411.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3387, pruned_loss=0.101, over 2475644.70 frames. utt_duration=448 frames, utt_pad_proportion=0.08117, over 22177.17 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3321, pruned_loss=0.09473, over 2466740.04 frames. utt_duration=1216 frames, utt_pad_proportion=0.06906, over 8124.54 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3387, pruned_loss=0.1011, over 2476491.74 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08224, over 23538.48 utterances.], batch size: 161, lr: 6.74e-04
2022-08-22 09:02:02,349 INFO [train.py:927] (3/8) Epoch 4, batch 16300, giga_loss[loss=0.2611, simple_loss=0.3335, pruned_loss=0.09429, over 12311.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02935, over 74.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3377, pruned_loss=0.101, over 2474882.23 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08065, over 22140.75 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3322, pruned_loss=0.09474, over 2466633.08 frames. utt_duration=1213 frames, utt_pad_proportion=0.06879, over 8140.58 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3376, pruned_loss=0.1011, over 2475759.23 frames. utt_duration=425 frames, utt_pad_proportion=0.08165, over 23381.42 utterances.], batch size: 74, lr: 6.74e-04
2022-08-22 09:03:44,941 INFO [train.py:927] (3/8) Epoch 4, batch 16350, giga_loss[loss=0.2869, simple_loss=0.35, pruned_loss=0.1119, over 12383.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06448, over 183.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3365, pruned_loss=0.101, over 2475111.11 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08163, over 22097.34 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3318, pruned_loss=0.0948, over 2466629.29 frames. utt_duration=1210 frames, utt_pad_proportion=0.07108, over 8161.58 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3369, pruned_loss=0.1013, over 2476095.13 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08173, over 23524.28 utterances.], batch size: 183, lr: 6.74e-04
2022-08-22 09:05:27,706 INFO [train.py:927] (3/8) Epoch 4, batch 16400, giga_loss[loss=0.2749, simple_loss=0.3474, pruned_loss=0.1012, over 12258.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02871, over 54.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3367, pruned_loss=0.102, over 2474868.57 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08465, over 22514.84 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3319, pruned_loss=0.09488, over 2466598.14 frames. utt_duration=1211 frames, utt_pad_proportion=0.0708, over 8156.77 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.337, pruned_loss=0.1022, over 2475708.17 frames. utt_duration=419.3 frames, utt_pad_proportion=0.0847, over 23702.13 utterances.], batch size: 54, lr: 6.74e-04
2022-08-22 09:07:09,498 INFO [train.py:927] (3/8) Epoch 4, batch 16450, giga_loss[loss=0.2742, simple_loss=0.345, pruned_loss=0.1018, over 12149.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04137, over 28.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3368, pruned_loss=0.102, over 2475215.59 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08141, over 21713.13 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3317, pruned_loss=0.09495, over 2467079.90 frames. utt_duration=1216 frames, utt_pad_proportion=0.06933, over 8126.81 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3374, pruned_loss=0.1023, over 2475749.39 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0822, over 23137.14 utterances.], batch size: 28, lr: 6.73e-04
2022-08-22 09:08:54,022 INFO [train.py:927] (3/8) Epoch 4, batch 16500, giga_loss[loss=0.2436, simple_loss=0.3095, pruned_loss=0.08878, over 12187.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.0309, over 36.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3365, pruned_loss=0.1017, over 2474626.62 frames. utt_duration=468.4 frames, utt_pad_proportion=0.08083, over 21197.86 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3315, pruned_loss=0.0949, over 2467186.87 frames. utt_duration=1211 frames, utt_pad_proportion=0.06934, over 8159.62 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3373, pruned_loss=0.1022, over 2475148.95 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08161, over 22600.16 utterances.], batch size: 36, lr: 6.73e-04
2022-08-22 09:10:38,158 INFO [train.py:927] (3/8) Epoch 4, batch 16550, giga_loss[loss=0.241, simple_loss=0.3197, pruned_loss=0.08109, over 12351.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03302, over 51.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3368, pruned_loss=0.1023, over 2474872.78 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08491, over 21863.39 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3313, pruned_loss=0.09497, over 2467305.48 frames. utt_duration=1213 frames, utt_pad_proportion=0.06827, over 8145.85 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3377, pruned_loss=0.1027, over 2475337.04 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08574, over 23284.27 utterances.], batch size: 51, lr: 6.73e-04
2022-08-22 09:12:21,427 INFO [train.py:927] (3/8) Epoch 4, batch 16600, giga_loss[loss=0.2437, simple_loss=0.3186, pruned_loss=0.08446, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03177, over 42.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3377, pruned_loss=0.1029, over 2474222.71 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08441, over 22184.14 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3306, pruned_loss=0.09465, over 2467242.13 frames. utt_duration=1215 frames, utt_pad_proportion=0.06781, over 8131.66 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3392, pruned_loss=0.1038, over 2474865.28 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08537, over 23721.88 utterances.], batch size: 42, lr: 6.73e-04
2022-08-22 09:14:05,562 INFO [train.py:927] (3/8) Epoch 4, batch 16650, giga_loss[loss=0.2932, simple_loss=0.3535, pruned_loss=0.1165, over 12344.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03264, over 85.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3381, pruned_loss=0.1029, over 2473681.81 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08188, over 21593.96 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3306, pruned_loss=0.09462, over 2467385.74 frames. utt_duration=1218 frames, utt_pad_proportion=0.06667, over 8114.42 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3396, pruned_loss=0.1039, over 2474309.01 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08336, over 23359.88 utterances.], batch size: 85, lr: 6.73e-04
2022-08-22 09:15:47,778 INFO [train.py:927] (3/8) Epoch 4, batch 16700, giga_loss[loss=0.2373, simple_loss=0.3278, pruned_loss=0.0734, over 12468.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02999, over 75.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3408, pruned_loss=0.105, over 2473963.11 frames. utt_duration=450.9 frames, utt_pad_proportion=0.08415, over 22017.77 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09527, over 2467704.02 frames. utt_duration=1196 frames, utt_pad_proportion=0.07285, over 8262.26 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3414, pruned_loss=0.1055, over 2474360.16 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08336, over 23661.86 utterances.], batch size: 75, lr: 6.73e-04
2022-08-22 09:17:31,930 INFO [train.py:927] (3/8) Epoch 4, batch 16750, giga_loss[loss=0.2599, simple_loss=0.3442, pruned_loss=0.08783, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02931, over 48.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3394, pruned_loss=0.1031, over 2474341.58 frames. utt_duration=470.9 frames, utt_pad_proportion=0.08044, over 21084.02 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3311, pruned_loss=0.0952, over 2467567.30 frames. utt_duration=1202 frames, utt_pad_proportion=0.07103, over 8221.75 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3405, pruned_loss=0.1038, over 2474987.29 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08075, over 22880.30 utterances.], batch size: 48, lr: 6.72e-04
2022-08-22 09:19:13,909 INFO [train.py:927] (3/8) Epoch 4, batch 16800, giga_loss[loss=0.2731, simple_loss=0.3435, pruned_loss=0.1014, over 12417.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02835, over 62.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3377, pruned_loss=0.1013, over 2474451.75 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07362, over 20241.55 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3312, pruned_loss=0.09531, over 2467812.89 frames. utt_duration=1203 frames, utt_pad_proportion=0.07046, over 8214.56 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3385, pruned_loss=0.1018, over 2474799.25 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07455, over 21770.04 utterances.], batch size: 62, lr: 6.72e-04
2022-08-22 09:20:55,024 INFO [train.py:927] (3/8) Epoch 4, batch 16850, giga_loss[loss=0.2523, simple_loss=0.3256, pruned_loss=0.08952, over 12468.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03423, over 86.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3387, pruned_loss=0.1017, over 2474636.96 frames. utt_duration=485.1 frames, utt_pad_proportion=0.0739, over 20469.66 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09523, over 2467435.30 frames. utt_duration=1205 frames, utt_pad_proportion=0.06959, over 8200.36 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3394, pruned_loss=0.1024, over 2475449.77 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07494, over 22095.97 utterances.], batch size: 86, lr: 6.72e-04
2022-08-22 09:22:42,094 INFO [train.py:927] (3/8) Epoch 4, batch 16900, giga_loss[loss=0.3012, simple_loss=0.3652, pruned_loss=0.1186, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04376, over 146.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3385, pruned_loss=0.1025, over 2474208.12 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07297, over 20262.40 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.331, pruned_loss=0.09491, over 2467259.01 frames. utt_duration=1210 frames, utt_pad_proportion=0.06872, over 8165.60 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3397, pruned_loss=0.1035, over 2475158.92 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07423, over 21820.10 utterances.], batch size: 146, lr: 6.72e-04
2022-08-22 09:24:23,205 INFO [train.py:927] (3/8) Epoch 4, batch 16950, libri_loss[loss=0.2539, simple_loss=0.3025, pruned_loss=0.1027, over 12405.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008743, over 30.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3398, pruned_loss=0.1035, over 2474357.58 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07604, over 20244.60 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3311, pruned_loss=0.09509, over 2467306.55 frames. utt_duration=1203 frames, utt_pad_proportion=0.07091, over 8211.40 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3408, pruned_loss=0.1044, over 2475280.85 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07615, over 21836.28 utterances.], batch size: 30, lr: 6.72e-04
2022-08-22 09:26:03,837 INFO [train.py:927] (3/8) Epoch 4, batch 17000, giga_loss[loss=0.2791, simple_loss=0.3392, pruned_loss=0.1095, over 12381.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07081, over 212.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3408, pruned_loss=0.1043, over 2474826.55 frames. utt_duration=473.4 frames, utt_pad_proportion=0.08068, over 20977.89 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.3316, pruned_loss=0.09561, over 2467435.95 frames. utt_duration=1185 frames, utt_pad_proportion=0.07751, over 8336.57 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3415, pruned_loss=0.1048, over 2475650.31 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07837, over 22472.89 utterances.], batch size: 212, lr: 6.71e-04
2022-08-22 09:27:48,563 INFO [train.py:927] (3/8) Epoch 4, batch 17050, libri_loss[loss=0.2206, simple_loss=0.2934, pruned_loss=0.07386, over 12130.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005406, over 32.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.339, pruned_loss=0.1023, over 2474995.73 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07844, over 20524.29 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3311, pruned_loss=0.09538, over 2467565.99 frames. utt_duration=1192 frames, utt_pad_proportion=0.07581, over 8293.93 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3403, pruned_loss=0.1031, over 2475768.67 frames. utt_duration=449.9 frames, utt_pad_proportion=0.0773, over 22083.37 utterances.], batch size: 32, lr: 6.71e-04
2022-08-22 09:29:32,565 INFO [train.py:927] (3/8) Epoch 4, batch 17100, giga_loss[loss=0.3107, simple_loss=0.3555, pruned_loss=0.1329, over 12360.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3372, pruned_loss=0.1005, over 2474915.44 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07781, over 20382.19 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.331, pruned_loss=0.09543, over 2467550.90 frames. utt_duration=1187 frames, utt_pad_proportion=0.07852, over 8326.33 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3384, pruned_loss=0.1012, over 2475708.35 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07614, over 21869.20 utterances.], batch size: 257, lr: 6.71e-04
2022-08-22 09:31:15,874 INFO [train.py:927] (3/8) Epoch 4, batch 17150, giga_loss[loss=0.2755, simple_loss=0.3367, pruned_loss=0.1071, over 12431.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 183.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3355, pruned_loss=0.09944, over 2474384.54 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07646, over 20199.12 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3314, pruned_loss=0.09551, over 2467605.14 frames. utt_duration=1188 frames, utt_pad_proportion=0.07822, over 8318.70 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3361, pruned_loss=0.09997, over 2474987.77 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0753, over 21425.43 utterances.], batch size: 183, lr: 6.71e-04
2022-08-22 09:32:59,254 INFO [train.py:927] (3/8) Epoch 4, batch 17200, giga_loss[loss=0.3593, simple_loss=0.3844, pruned_loss=0.1671, over 12389.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3335, pruned_loss=0.09918, over 2473801.41 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07395, over 20332.52 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3311, pruned_loss=0.09524, over 2467323.50 frames. utt_duration=1193 frames, utt_pad_proportion=0.07686, over 8285.14 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3343, pruned_loss=0.09992, over 2474648.01 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07362, over 21601.97 utterances.], batch size: 257, lr: 6.71e-04
2022-08-22 09:34:44,728 INFO [train.py:927] (3/8) Epoch 4, batch 17250, giga_loss[loss=0.3167, simple_loss=0.363, pruned_loss=0.1351, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3329, pruned_loss=0.09862, over 2474423.94 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07174, over 20950.58 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3309, pruned_loss=0.09502, over 2467192.45 frames. utt_duration=1195 frames, utt_pad_proportion=0.07627, over 8271.32 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3337, pruned_loss=0.09942, over 2475265.83 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07177, over 22064.06 utterances.], batch size: 259, lr: 6.71e-04
2022-08-22 09:36:25,916 INFO [train.py:927] (3/8) Epoch 4, batch 17300, giga_loss[loss=0.2368, simple_loss=0.319, pruned_loss=0.07726, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02896, over 42.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.33, pruned_loss=0.09444, over 2474309.72 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07241, over 21564.56 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3307, pruned_loss=0.095, over 2467086.81 frames. utt_duration=1201 frames, utt_pad_proportion=0.07489, over 8230.02 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3309, pruned_loss=0.09516, over 2475206.28 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07282, over 22757.80 utterances.], batch size: 42, lr: 6.70e-04
2022-08-22 09:38:10,999 INFO [train.py:927] (3/8) Epoch 4, batch 17350, giga_loss[loss=0.2304, simple_loss=0.3177, pruned_loss=0.07154, over 12307.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02956, over 74.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3267, pruned_loss=0.09073, over 2474678.37 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07691, over 22690.31 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3308, pruned_loss=0.09516, over 2467265.49 frames. utt_duration=1201 frames, utt_pad_proportion=0.07432, over 8230.73 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3273, pruned_loss=0.09113, over 2475292.84 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07719, over 23745.39 utterances.], batch size: 74, lr: 6.70e-04
2022-08-22 09:39:52,389 INFO [train.py:927] (3/8) Epoch 4, batch 17400, giga_loss[loss=0.238, simple_loss=0.3261, pruned_loss=0.07495, over 12377.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03977, over 113.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3251, pruned_loss=0.0874, over 2474974.04 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07624, over 23140.37 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3312, pruned_loss=0.09506, over 2467209.47 frames. utt_duration=1201 frames, utt_pad_proportion=0.07319, over 8227.65 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.325, pruned_loss=0.0876, over 2475756.16 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07688, over 24485.71 utterances.], batch size: 113, lr: 6.70e-04
2022-08-22 09:41:35,431 INFO [train.py:927] (3/8) Epoch 4, batch 17450, libri_loss[loss=0.2639, simple_loss=0.3315, pruned_loss=0.09818, over 12362.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03794, over 46.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3248, pruned_loss=0.08631, over 2474678.95 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07251, over 22741.42 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3311, pruned_loss=0.09508, over 2467162.96 frames. utt_duration=1200 frames, utt_pad_proportion=0.07197, over 8231.52 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3246, pruned_loss=0.08621, over 2475598.89 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07363, over 24288.86 utterances.], batch size: 46, lr: 6.70e-04
2022-08-22 09:43:17,867 INFO [train.py:927] (3/8) Epoch 4, batch 17500, giga_loss[loss=0.2255, simple_loss=0.3134, pruned_loss=0.06878, over 12424.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3209, pruned_loss=0.08296, over 2475378.59 frames. utt_duration=439.2 frames, utt_pad_proportion=0.06918, over 22618.97 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3301, pruned_loss=0.09455, over 2467172.33 frames. utt_duration=1207 frames, utt_pad_proportion=0.07055, over 8183.92 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3215, pruned_loss=0.08309, over 2476324.95 frames. utt_duration=409 frames, utt_pad_proportion=0.07073, over 24306.45 utterances.], batch size: 161, lr: 6.70e-04
2022-08-22 09:45:05,421 INFO [train.py:927] (3/8) Epoch 4, batch 17550, giga_loss[loss=0.23, simple_loss=0.3123, pruned_loss=0.07386, over 12342.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03368, over 97.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.08217, over 2475472.38 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06955, over 22926.67 utterances.], libri_tot_loss[loss=0.2597, simple_loss=0.33, pruned_loss=0.09464, over 2467185.15 frames. utt_duration=1213 frames, utt_pad_proportion=0.06957, over 8148.57 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3202, pruned_loss=0.08199, over 2476336.19 frames. utt_duration=405 frames, utt_pad_proportion=0.07105, over 24546.73 utterances.], batch size: 97, lr: 6.70e-04
2022-08-22 09:46:45,560 INFO [train.py:927] (3/8) Epoch 4, batch 17600, giga_loss[loss=0.2182, simple_loss=0.3061, pruned_loss=0.06521, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3209, pruned_loss=0.0819, over 2475153.39 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06958, over 23532.28 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3325, pruned_loss=0.09536, over 2466961.45 frames. utt_duration=1214 frames, utt_pad_proportion=0.06786, over 8137.98 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3187, pruned_loss=0.08062, over 2476391.54 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07124, over 25471.32 utterances.], batch size: 133, lr: 6.69e-04
2022-08-22 09:48:29,673 INFO [train.py:927] (3/8) Epoch 4, batch 17650, giga_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.06369, over 12401.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3163, pruned_loss=0.0792, over 2474947.65 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06961, over 24140.03 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3323, pruned_loss=0.09546, over 2466723.00 frames. utt_duration=1216 frames, utt_pad_proportion=0.06674, over 8124.08 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3143, pruned_loss=0.07769, over 2476375.51 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07125, over 26134.28 utterances.], batch size: 183, lr: 6.69e-04
2022-08-22 09:50:12,656 INFO [train.py:927] (3/8) Epoch 4, batch 17700, giga_loss[loss=0.2165, simple_loss=0.2855, pruned_loss=0.07372, over 12342.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1779, over 357.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3131, pruned_loss=0.07842, over 2474832.50 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07537, over 24913.37 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09524, over 2466468.36 frames. utt_duration=1222 frames, utt_pad_proportion=0.06483, over 8080.59 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3116, pruned_loss=0.07683, over 2476521.24 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07672, over 27124.76 utterances.], batch size: 357, lr: 6.69e-04
2022-08-22 09:52:10,021 INFO [train.py:927] (3/8) Epoch 4, batch 17750, giga_loss[loss=0.2435, simple_loss=0.3199, pruned_loss=0.08361, over 12369.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.0284, over 91.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3149, pruned_loss=0.07831, over 2475565.58 frames. utt_duration=406 frames, utt_pad_proportion=0.07341, over 24476.31 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09529, over 2466517.60 frames. utt_duration=1221 frames, utt_pad_proportion=0.06442, over 8088.73 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3134, pruned_loss=0.07671, over 2477033.06 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07484, over 26539.50 utterances.], batch size: 91, lr: 6.69e-04
2022-08-22 09:54:08,625 INFO [train.py:927] (3/8) Epoch 4, batch 17800, giga_loss[loss=0.2469, simple_loss=0.3249, pruned_loss=0.08441, over 12430.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03182, over 122.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3154, pruned_loss=0.078, over 2475463.56 frames. utt_duration=414.8 frames, utt_pad_proportion=0.07158, over 23954.35 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.3316, pruned_loss=0.09548, over 2466455.72 frames. utt_duration=1220 frames, utt_pad_proportion=0.06383, over 8098.14 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3136, pruned_loss=0.07599, over 2476991.81 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07318, over 26129.38 utterances.], batch size: 122, lr: 6.69e-04
2022-08-22 09:56:12,515 INFO [train.py:927] (3/8) Epoch 4, batch 17850, giga_loss[loss=0.2004, simple_loss=0.2924, pruned_loss=0.05418, over 12470.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03407, over 98.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3131, pruned_loss=0.07636, over 2476121.31 frames. utt_duration=411.1 frames, utt_pad_proportion=0.0707, over 24170.95 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.3315, pruned_loss=0.09549, over 2466359.58 frames. utt_duration=1219 frames, utt_pad_proportion=0.06359, over 8102.19 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3116, pruned_loss=0.07463, over 2477474.75 frames. utt_duration=382.5 frames, utt_pad_proportion=0.0721, over 26004.30 utterances.], batch size: 98, lr: 6.69e-04
2022-08-22 09:58:21,042 INFO [train.py:927] (3/8) Epoch 4, batch 17900, giga_loss[loss=0.2182, simple_loss=0.3008, pruned_loss=0.06782, over 12442.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.0452, over 134.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3101, pruned_loss=0.07445, over 2476460.50 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06716, over 24589.61 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.3315, pruned_loss=0.09549, over 2466349.29 frames. utt_duration=1220 frames, utt_pad_proportion=0.06307, over 8099.17 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3087, pruned_loss=0.0729, over 2477624.39 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06862, over 26181.34 utterances.], batch size: 134, lr: 6.68e-04
2022-08-22 10:00:16,806 INFO [train.py:927] (3/8) Epoch 4, batch 17950, giga_loss[loss=0.2161, simple_loss=0.2883, pruned_loss=0.07192, over 12374.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1793, over 358.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3101, pruned_loss=0.07436, over 2476207.93 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06873, over 24593.26 utterances.], libri_tot_loss[loss=0.2626, simple_loss=0.3331, pruned_loss=0.09601, over 2466358.02 frames. utt_duration=1217 frames, utt_pad_proportion=0.06277, over 8116.93 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3067, pruned_loss=0.07181, over 2477542.32 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0699, over 26530.71 utterances.], batch size: 358, lr: 6.68e-04
2022-08-22 10:02:20,341 INFO [train.py:927] (3/8) Epoch 4, batch 18000, giga_loss[loss=0.2516, simple_loss=0.3313, pruned_loss=0.08596, over 12352.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.02841, over 91.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3108, pruned_loss=0.07415, over 2476015.88 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06919, over 24589.44 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3322, pruned_loss=0.09549, over 2466167.42 frames. utt_duration=1220 frames, utt_pad_proportion=0.06217, over 8097.61 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3087, pruned_loss=0.07221, over 2477432.59 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07032, over 26456.84 utterances.], batch size: 91, lr: 6.68e-04
2022-08-22 10:02:20,342 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 10:02:33,915 INFO [train.py:967] (3/8) 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 10:04:42,594 INFO [train.py:927] (3/8) Epoch 4, batch 18050, giga_loss[loss=0.2436, simple_loss=0.3196, pruned_loss=0.08375, over 12420.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04743, over 161.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3072, pruned_loss=0.07248, over 2475952.02 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06832, over 24072.05 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3316, pruned_loss=0.09527, over 2466483.16 frames. utt_duration=1220 frames, utt_pad_proportion=0.06195, over 8093.56 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3055, pruned_loss=0.07059, over 2477008.52 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06941, over 25936.95 utterances.], batch size: 161, lr: 6.68e-04
2022-08-22 10:06:40,573 INFO [train.py:927] (3/8) Epoch 4, batch 18100, giga_loss[loss=0.2552, simple_loss=0.3341, pruned_loss=0.0881, over 12434.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3104, pruned_loss=0.07359, over 2477110.77 frames. utt_duration=396.7 frames, utt_pad_proportion=0.07076, over 25052.66 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3314, pruned_loss=0.09531, over 2466832.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.06041, over 8076.59 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3084, pruned_loss=0.07133, over 2477961.37 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07192, over 27103.06 utterances.], batch size: 183, lr: 6.68e-04
2022-08-22 10:08:41,610 INFO [train.py:927] (3/8) Epoch 4, batch 18150, giga_loss[loss=0.2231, simple_loss=0.317, pruned_loss=0.06464, over 12386.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3111, pruned_loss=0.07183, over 2476954.74 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06997, over 25069.66 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3313, pruned_loss=0.09515, over 2466573.13 frames. utt_duration=1223 frames, utt_pad_proportion=0.0599, over 8077.54 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3091, pruned_loss=0.06969, over 2478088.82 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07117, over 27076.54 utterances.], batch size: 133, lr: 6.67e-04
2022-08-22 10:10:48,761 INFO [train.py:927] (3/8) Epoch 4, batch 18200, giga_loss[loss=0.259, simple_loss=0.3354, pruned_loss=0.0913, over 12411.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3123, pruned_loss=0.07209, over 2477768.87 frames. utt_duration=387.6 frames, utt_pad_proportion=0.07165, over 25649.88 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.332, pruned_loss=0.09529, over 2466635.33 frames. utt_duration=1227 frames, utt_pad_proportion=0.059, over 8051.20 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3098, pruned_loss=0.06981, over 2478802.89 frames. utt_duration=360.6 frames, utt_pad_proportion=0.07277, over 27588.64 utterances.], batch size: 257, lr: 6.67e-04
2022-08-22 10:13:11,701 INFO [train.py:927] (3/8) Epoch 4, batch 18250, giga_loss[loss=0.2323, simple_loss=0.3211, pruned_loss=0.07174, over 12286.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.03557, over 51.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3119, pruned_loss=0.07252, over 2477172.09 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06966, over 24587.57 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3321, pruned_loss=0.09542, over 2466872.72 frames. utt_duration=1216 frames, utt_pad_proportion=0.06187, over 8125.49 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3093, pruned_loss=0.07007, over 2478023.18 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07011, over 26451.72 utterances.], batch size: 51, lr: 6.67e-04
2022-08-22 10:15:19,366 INFO [train.py:927] (3/8) Epoch 4, batch 18300, giga_loss[loss=0.2467, simple_loss=0.3116, pruned_loss=0.0909, over 12413.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09686, over 256.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3084, pruned_loss=0.07124, over 2477749.77 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07229, over 24947.26 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3318, pruned_loss=0.09528, over 2466322.73 frames. utt_duration=1219 frames, utt_pad_proportion=0.06118, over 8103.73 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3063, pruned_loss=0.06912, over 2479050.96 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07268, over 26658.25 utterances.], batch size: 256, lr: 6.67e-04
2022-08-22 10:17:31,448 INFO [train.py:927] (3/8) Epoch 4, batch 18350, giga_loss[loss=0.2285, simple_loss=0.3172, pruned_loss=0.06994, over 12372.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3064, pruned_loss=0.07084, over 2478297.96 frames. utt_duration=388.6 frames, utt_pad_proportion=0.07542, over 25584.27 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3316, pruned_loss=0.09516, over 2466354.10 frames. utt_duration=1224 frames, utt_pad_proportion=0.06032, over 8071.85 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3045, pruned_loss=0.06886, over 2479524.16 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07585, over 27282.82 utterances.], batch size: 91, lr: 6.67e-04
2022-08-22 10:19:31,744 INFO [train.py:927] (3/8) Epoch 4, batch 18400, giga_loss[loss=0.2444, simple_loss=0.3261, pruned_loss=0.08138, over 12419.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3083, pruned_loss=0.07222, over 2478205.69 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07204, over 24743.00 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3313, pruned_loss=0.09521, over 2466421.49 frames. utt_duration=1216 frames, utt_pad_proportion=0.06328, over 8124.44 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3064, pruned_loss=0.06995, over 2479479.69 frames. utt_duration=375 frames, utt_pad_proportion=0.07195, over 26527.90 utterances.], batch size: 133, lr: 6.67e-04
2022-08-22 10:21:33,719 INFO [train.py:927] (3/8) Epoch 4, batch 18450, giga_loss[loss=0.2412, simple_loss=0.3164, pruned_loss=0.08293, over 12412.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04782, over 161.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3081, pruned_loss=0.07336, over 2478315.92 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07339, over 25291.82 utterances.], libri_tot_loss[loss=0.2602, simple_loss=0.3306, pruned_loss=0.09491, over 2466512.59 frames. utt_duration=1222 frames, utt_pad_proportion=0.06243, over 8086.25 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3068, pruned_loss=0.07142, over 2479464.05 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07351, over 27044.83 utterances.], batch size: 161, lr: 6.66e-04
2022-08-22 10:23:43,998 INFO [train.py:927] (3/8) Epoch 4, batch 18500, giga_loss[loss=0.2224, simple_loss=0.3119, pruned_loss=0.06645, over 12340.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03099, over 91.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3097, pruned_loss=0.07376, over 2477999.33 frames. utt_duration=395.3 frames, utt_pad_proportion=0.07197, over 25149.82 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3302, pruned_loss=0.09485, over 2466528.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.06232, over 8091.27 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3084, pruned_loss=0.0717, over 2479195.47 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07232, over 26990.37 utterances.], batch size: 91, lr: 6.66e-04
2022-08-22 10:26:02,150 INFO [train.py:927] (3/8) Epoch 4, batch 18550, giga_loss[loss=0.188, simple_loss=0.2693, pruned_loss=0.05334, over 12405.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03517, over 75.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3083, pruned_loss=0.07282, over 2478065.96 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06972, over 24899.28 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3297, pruned_loss=0.09463, over 2466659.86 frames. utt_duration=1226 frames, utt_pad_proportion=0.06136, over 8058.75 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3073, pruned_loss=0.07083, over 2479213.91 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07046, over 26862.75 utterances.], batch size: 75, lr: 6.66e-04
2022-08-22 10:28:05,202 INFO [train.py:927] (3/8) Epoch 4, batch 18600, giga_loss[loss=0.1995, simple_loss=0.2813, pruned_loss=0.05885, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3041, pruned_loss=0.07146, over 2478309.86 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06722, over 24716.06 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3301, pruned_loss=0.09484, over 2466642.22 frames. utt_duration=1223 frames, utt_pad_proportion=0.06161, over 8076.93 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3026, pruned_loss=0.06937, over 2479389.07 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06791, over 26478.19 utterances.], batch size: 113, lr: 6.66e-04
2022-08-22 10:29:59,252 INFO [train.py:927] (3/8) Epoch 4, batch 18650, giga_loss[loss=0.21, simple_loss=0.2961, pruned_loss=0.06193, over 12414.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3034, pruned_loss=0.07117, over 2477675.97 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06916, over 25460.23 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3297, pruned_loss=0.09458, over 2466153.35 frames. utt_duration=1227 frames, utt_pad_proportion=0.06097, over 8050.89 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3022, pruned_loss=0.06944, over 2479128.05 frames. utt_duration=366.9 frames, utt_pad_proportion=0.06978, over 27113.18 utterances.], batch size: 161, lr: 6.66e-04
2022-08-22 10:31:59,446 INFO [train.py:927] (3/8) Epoch 4, batch 18700, giga_loss[loss=0.234, simple_loss=0.3158, pruned_loss=0.07612, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3017, pruned_loss=0.06981, over 2477951.23 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07281, over 26012.21 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3296, pruned_loss=0.09458, over 2465994.33 frames. utt_duration=1219 frames, utt_pad_proportion=0.06498, over 8099.80 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3004, pruned_loss=0.06803, over 2479474.99 frames. utt_duration=360.5 frames, utt_pad_proportion=0.0722, over 27605.72 utterances.], batch size: 113, lr: 6.66e-04
2022-08-22 10:34:06,353 INFO [train.py:927] (3/8) Epoch 4, batch 18750, giga_loss[loss=0.2122, simple_loss=0.2984, pruned_loss=0.06302, over 12419.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3001, pruned_loss=0.06935, over 2477482.23 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07016, over 25189.96 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3286, pruned_loss=0.09411, over 2466049.07 frames. utt_duration=1223 frames, utt_pad_proportion=0.06389, over 8075.74 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2988, pruned_loss=0.06736, over 2479124.14 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07017, over 27177.92 utterances.], batch size: 133, lr: 6.65e-04
2022-08-22 10:36:10,705 INFO [train.py:927] (3/8) Epoch 4, batch 18800, giga_loss[loss=0.224, simple_loss=0.3002, pruned_loss=0.0739, over 12385.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0277, over 91.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3004, pruned_loss=0.06935, over 2478158.89 frames. utt_duration=410 frames, utt_pad_proportion=0.07096, over 24244.87 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3286, pruned_loss=0.09441, over 2466607.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.07032, over 8203.89 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2985, pruned_loss=0.06665, over 2479345.33 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06908, over 26265.38 utterances.], batch size: 91, lr: 6.65e-04
2022-08-22 10:38:06,657 INFO [train.py:927] (3/8) Epoch 4, batch 18850, giga_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05823, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03894, over 113.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3, pruned_loss=0.0691, over 2478142.28 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07186, over 24770.53 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3288, pruned_loss=0.09455, over 2466379.22 frames. utt_duration=1203 frames, utt_pad_proportion=0.07017, over 8211.64 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2979, pruned_loss=0.0665, over 2479472.41 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0704, over 26593.56 utterances.], batch size: 113, lr: 6.65e-04
2022-08-22 10:40:02,549 INFO [train.py:927] (3/8) Epoch 4, batch 18900, giga_loss[loss=0.2308, simple_loss=0.3282, pruned_loss=0.0667, over 12425.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03323, over 75.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3014, pruned_loss=0.06881, over 2478552.85 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07011, over 25013.32 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3282, pruned_loss=0.09427, over 2466466.44 frames. utt_duration=1206 frames, utt_pad_proportion=0.0692, over 8189.35 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2996, pruned_loss=0.06642, over 2479796.28 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06934, over 26851.98 utterances.], batch size: 75, lr: 6.65e-04
2022-08-22 10:41:59,436 INFO [train.py:927] (3/8) Epoch 4, batch 18950, giga_loss[loss=0.2359, simple_loss=0.3235, pruned_loss=0.07414, over 12419.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03844, over 105.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.303, pruned_loss=0.06904, over 2478186.63 frames. utt_duration=402 frames, utt_pad_proportion=0.06734, over 24733.93 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3282, pruned_loss=0.09422, over 2466521.05 frames. utt_duration=1208 frames, utt_pad_proportion=0.0681, over 8174.71 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3011, pruned_loss=0.06674, over 2479333.24 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06717, over 26495.46 utterances.], batch size: 105, lr: 6.65e-04
2022-08-22 10:43:59,363 INFO [train.py:927] (3/8) Epoch 4, batch 19000, giga_loss[loss=0.197, simple_loss=0.2852, pruned_loss=0.05441, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02581, over 48.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3018, pruned_loss=0.06794, over 2478618.48 frames. utt_duration=418 frames, utt_pad_proportion=0.06234, over 23787.58 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3282, pruned_loss=0.09432, over 2466706.17 frames. utt_duration=1209 frames, utt_pad_proportion=0.06731, over 8171.09 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3, pruned_loss=0.06572, over 2479515.94 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06271, over 25390.90 utterances.], batch size: 48, lr: 6.65e-04
2022-08-22 10:45:59,688 INFO [train.py:927] (3/8) Epoch 4, batch 19050, giga_loss[loss=0.2004, simple_loss=0.2874, pruned_loss=0.05672, over 12452.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3012, pruned_loss=0.06804, over 2478596.14 frames. utt_duration=420.1 frames, utt_pad_proportion=0.0624, over 23667.21 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3285, pruned_loss=0.09452, over 2466694.46 frames. utt_duration=1200 frames, utt_pad_proportion=0.07046, over 8231.99 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2991, pruned_loss=0.06566, over 2479518.83 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06181, over 25158.27 utterances.], batch size: 75, lr: 6.64e-04
2022-08-22 10:48:06,205 INFO [train.py:927] (3/8) Epoch 4, batch 19100, giga_loss[loss=0.2096, simple_loss=0.2765, pruned_loss=0.07139, over 12381.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1702, over 354.00 utterances.], tot_loss[loss=0.22, simple_loss=0.303, pruned_loss=0.06846, over 2478292.58 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06354, over 23619.50 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3288, pruned_loss=0.0946, over 2466778.61 frames. utt_duration=1192 frames, utt_pad_proportion=0.07336, over 8287.98 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3005, pruned_loss=0.06588, over 2479218.48 frames. utt_duration=396.2 frames, utt_pad_proportion=0.062, over 25107.69 utterances.], batch size: 354, lr: 6.64e-04
2022-08-22 10:50:03,017 INFO [train.py:927] (3/8) Epoch 4, batch 19150, libri_loss[loss=0.244, simple_loss=0.3249, pruned_loss=0.08156, over 12137.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005689, over 32.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3048, pruned_loss=0.06979, over 2478009.18 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06382, over 24233.66 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3288, pruned_loss=0.0946, over 2466369.16 frames. utt_duration=1195 frames, utt_pad_proportion=0.07252, over 8266.75 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3024, pruned_loss=0.06741, over 2479282.75 frames. utt_duration=388 frames, utt_pad_proportion=0.06282, over 25641.06 utterances.], batch size: 32, lr: 6.64e-04
2022-08-22 10:52:08,554 INFO [train.py:927] (3/8) Epoch 4, batch 19200, giga_loss[loss=0.2458, simple_loss=0.3318, pruned_loss=0.07993, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04595, over 146.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3069, pruned_loss=0.07025, over 2477851.59 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06483, over 24076.29 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.329, pruned_loss=0.09463, over 2466538.90 frames. utt_duration=1195 frames, utt_pad_proportion=0.07259, over 8269.88 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3045, pruned_loss=0.068, over 2478858.06 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06392, over 25405.70 utterances.], batch size: 146, lr: 6.64e-04
2022-08-22 10:54:24,495 INFO [train.py:927] (3/8) Epoch 4, batch 19250, giga_loss[loss=0.1964, simple_loss=0.2877, pruned_loss=0.05259, over 12293.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.02267, over 54.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.306, pruned_loss=0.07075, over 2478337.82 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06596, over 24226.61 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3287, pruned_loss=0.09448, over 2466709.29 frames. utt_duration=1200 frames, utt_pad_proportion=0.07116, over 8234.29 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3038, pruned_loss=0.06845, over 2479293.95 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06551, over 25735.29 utterances.], batch size: 54, lr: 6.64e-04
2022-08-22 10:56:23,685 INFO [train.py:927] (3/8) Epoch 4, batch 19300, giga_loss[loss=0.2283, simple_loss=0.3139, pruned_loss=0.07139, over 12439.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03678, over 98.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3052, pruned_loss=0.0703, over 2478122.42 frames. utt_duration=405.3 frames, utt_pad_proportion=0.067, over 24529.79 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3288, pruned_loss=0.09457, over 2466385.62 frames. utt_duration=1202 frames, utt_pad_proportion=0.0704, over 8216.72 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.303, pruned_loss=0.06799, over 2479362.27 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06677, over 26012.09 utterances.], batch size: 98, lr: 6.64e-04
2022-08-22 10:58:27,320 INFO [train.py:927] (3/8) Epoch 4, batch 19350, libri_loss[loss=0.2165, simple_loss=0.2889, pruned_loss=0.07207, over 12214.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006643, over 31.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3056, pruned_loss=0.07177, over 2476879.29 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06682, over 23689.39 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3289, pruned_loss=0.095, over 2465846.75 frames. utt_duration=1187 frames, utt_pad_proportion=0.07534, over 8317.33 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3024, pruned_loss=0.06824, over 2479015.63 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06517, over 25690.84 utterances.], batch size: 31, lr: 6.63e-04
2022-08-22 11:00:26,845 INFO [train.py:927] (3/8) Epoch 4, batch 19400, giga_loss[loss=0.2452, simple_loss=0.3115, pruned_loss=0.0895, over 12419.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3037, pruned_loss=0.07027, over 2476689.49 frames. utt_duration=417.5 frames, utt_pad_proportion=0.0673, over 23795.16 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3286, pruned_loss=0.09478, over 2465969.28 frames. utt_duration=1191 frames, utt_pad_proportion=0.07405, over 8291.76 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3009, pruned_loss=0.06707, over 2478523.48 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06627, over 25778.89 utterances.], batch size: 258, lr: 6.63e-04
2022-08-22 11:02:20,402 INFO [train.py:927] (3/8) Epoch 4, batch 19450, giga_loss[loss=0.2038, simple_loss=0.2935, pruned_loss=0.05704, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0379, over 113.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3054, pruned_loss=0.06949, over 2476681.69 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0678, over 23230.06 utterances.], libri_tot_loss[loss=0.2597, simple_loss=0.3291, pruned_loss=0.09518, over 2466236.34 frames. utt_duration=1179 frames, utt_pad_proportion=0.07705, over 8375.42 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3022, pruned_loss=0.066, over 2478147.73 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06588, over 25073.50 utterances.], batch size: 113, lr: 6.63e-04
2022-08-22 11:04:26,281 INFO [train.py:927] (3/8) Epoch 4, batch 19500, libri_loss[loss=0.2364, simple_loss=0.3063, pruned_loss=0.08325, over 12431.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006191, over 30.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.306, pruned_loss=0.06931, over 2477236.04 frames. utt_duration=417 frames, utt_pad_proportion=0.06704, over 23834.09 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3291, pruned_loss=0.09505, over 2466410.91 frames. utt_duration=1182 frames, utt_pad_proportion=0.07622, over 8357.82 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3032, pruned_loss=0.06631, over 2478384.77 frames. utt_duration=389.5 frames, utt_pad_proportion=0.0658, over 25527.79 utterances.], batch size: 30, lr: 6.63e-04
2022-08-22 11:06:41,115 INFO [train.py:927] (3/8) Epoch 4, batch 19550, giga_loss[loss=0.2075, simple_loss=0.2979, pruned_loss=0.05858, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02865, over 85.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3063, pruned_loss=0.06935, over 2477635.37 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06788, over 24082.33 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3288, pruned_loss=0.09501, over 2466380.77 frames. utt_duration=1173 frames, utt_pad_proportion=0.07887, over 8423.51 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3035, pruned_loss=0.06621, over 2478930.24 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06603, over 25860.95 utterances.], batch size: 85, lr: 6.63e-04
2022-08-22 11:08:52,422 INFO [train.py:927] (3/8) Epoch 4, batch 19600, giga_loss[loss=0.2508, simple_loss=0.3383, pruned_loss=0.08163, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02667, over 48.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3068, pruned_loss=0.06905, over 2477712.06 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06703, over 24080.93 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3284, pruned_loss=0.0948, over 2466136.70 frames. utt_duration=1178 frames, utt_pad_proportion=0.07784, over 8387.33 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3046, pruned_loss=0.0663, over 2479138.96 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06587, over 25790.09 utterances.], batch size: 48, lr: 6.63e-04
2022-08-22 11:11:08,224 INFO [train.py:927] (3/8) Epoch 4, batch 19650, giga_loss[loss=0.2323, simple_loss=0.3126, pruned_loss=0.07597, over 12360.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.02747, over 97.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.309, pruned_loss=0.06959, over 2477805.77 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06657, over 23605.33 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3293, pruned_loss=0.09496, over 2466253.75 frames. utt_duration=1179 frames, utt_pad_proportion=0.07691, over 8380.63 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3061, pruned_loss=0.0668, over 2479029.32 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06587, over 25239.13 utterances.], batch size: 97, lr: 6.62e-04
2022-08-22 11:13:22,920 INFO [train.py:927] (3/8) Epoch 4, batch 19700, libri_loss[loss=0.2725, simple_loss=0.3443, pruned_loss=0.1003, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006145, over 37.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3068, pruned_loss=0.06934, over 2477909.62 frames. utt_duration=434.8 frames, utt_pad_proportion=0.06458, over 22856.88 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3283, pruned_loss=0.09445, over 2466563.75 frames. utt_duration=1189 frames, utt_pad_proportion=0.07449, over 8311.18 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3044, pruned_loss=0.06649, over 2479093.52 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06474, over 24846.46 utterances.], batch size: 37, lr: 6.62e-04
2022-08-22 11:15:24,219 INFO [train.py:927] (3/8) Epoch 4, batch 19750, giga_loss[loss=0.23, simple_loss=0.3, pruned_loss=0.08, over 12366.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1979, over 366.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3047, pruned_loss=0.06819, over 2477939.51 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06952, over 23863.48 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3276, pruned_loss=0.0941, over 2466595.73 frames. utt_duration=1194 frames, utt_pad_proportion=0.07347, over 8271.24 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3031, pruned_loss=0.0658, over 2479063.76 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06953, over 25738.14 utterances.], batch size: 366, lr: 6.62e-04
2022-08-22 11:17:23,403 INFO [train.py:927] (3/8) Epoch 4, batch 19800, giga_loss[loss=0.2054, simple_loss=0.2968, pruned_loss=0.05702, over 12402.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02607, over 91.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3055, pruned_loss=0.06859, over 2477037.02 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07019, over 24022.13 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3269, pruned_loss=0.09384, over 2466156.18 frames. utt_duration=1200 frames, utt_pad_proportion=0.07255, over 8231.16 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3044, pruned_loss=0.06645, over 2478544.81 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07044, over 25844.56 utterances.], batch size: 91, lr: 6.62e-04
2022-08-22 11:19:13,356 INFO [train.py:927] (3/8) Epoch 4, batch 19850, giga_loss[loss=0.2144, simple_loss=0.3018, pruned_loss=0.06349, over 12436.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04891, over 162.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3047, pruned_loss=0.06837, over 2477161.49 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06883, over 24559.44 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3266, pruned_loss=0.09326, over 2466105.93 frames. utt_duration=1206 frames, utt_pad_proportion=0.07112, over 8187.83 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3035, pruned_loss=0.06651, over 2478714.30 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06948, over 26490.17 utterances.], batch size: 162, lr: 6.62e-04
2022-08-22 11:21:04,349 INFO [train.py:927] (3/8) Epoch 4, batch 19900, giga_loss[loss=0.2641, simple_loss=0.3469, pruned_loss=0.09062, over 12439.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04399, over 114.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3066, pruned_loss=0.07036, over 2477240.02 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06972, over 24888.53 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3264, pruned_loss=0.0932, over 2466242.09 frames. utt_duration=1209 frames, utt_pad_proportion=0.07012, over 8169.32 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3054, pruned_loss=0.06847, over 2478548.35 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07048, over 26766.70 utterances.], batch size: 114, lr: 6.62e-04
2022-08-22 11:22:48,689 INFO [train.py:927] (3/8) Epoch 4, batch 19950, giga_loss[loss=0.2467, simple_loss=0.3457, pruned_loss=0.07384, over 12441.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3149, pruned_loss=0.07584, over 2475921.55 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07071, over 23984.22 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3258, pruned_loss=0.0931, over 2466122.63 frames. utt_duration=1216 frames, utt_pad_proportion=0.0689, over 8124.54 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3142, pruned_loss=0.07398, over 2477307.27 frames. utt_duration=384.1 frames, utt_pad_proportion=0.07163, over 25884.76 utterances.], batch size: 75, lr: 6.61e-04
2022-08-22 11:24:31,569 INFO [train.py:927] (3/8) Epoch 4, batch 20000, libri_loss[loss=0.262, simple_loss=0.3346, pruned_loss=0.09477, over 12393.00 frames. utt_duration=955.1 frames, utt_pad_proportion=0.07276, over 52.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3162, pruned_loss=0.07792, over 2475710.86 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07319, over 23092.22 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3262, pruned_loss=0.09357, over 2466163.86 frames. utt_duration=1206 frames, utt_pad_proportion=0.07151, over 8189.49 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3149, pruned_loss=0.07546, over 2477078.10 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07301, over 25051.65 utterances.], batch size: 52, lr: 6.61e-04
2022-08-22 11:26:12,116 INFO [train.py:927] (3/8) Epoch 4, batch 20050, libri_loss[loss=0.286, simple_loss=0.3549, pruned_loss=0.1086, over 12358.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02674, over 43.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3105, pruned_loss=0.07606, over 2475797.21 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07303, over 22538.38 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3259, pruned_loss=0.09333, over 2466381.44 frames. utt_duration=1210 frames, utt_pad_proportion=0.07023, over 8164.04 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3094, pruned_loss=0.07393, over 2476917.62 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07329, over 24448.65 utterances.], batch size: 43, lr: 6.61e-04
2022-08-22 11:27:54,149 INFO [train.py:927] (3/8) Epoch 4, batch 20100, giga_loss[loss=0.1988, simple_loss=0.2722, pruned_loss=0.0627, over 12294.00 frames. utt_duration=1448 frames, utt_pad_proportion=0.05602, over 34.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3019, pruned_loss=0.07226, over 2474860.25 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07142, over 21747.38 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3265, pruned_loss=0.09332, over 2466231.08 frames. utt_duration=1208 frames, utt_pad_proportion=0.07055, over 8173.46 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3003, pruned_loss=0.07041, over 2475946.62 frames. utt_duration=425.3 frames, utt_pad_proportion=0.07164, over 23360.50 utterances.], batch size: 34, lr: 6.61e-04
2022-08-22 11:29:34,462 INFO [train.py:927] (3/8) Epoch 4, batch 20150, giga_loss[loss=0.208, simple_loss=0.2793, pruned_loss=0.06836, over 12432.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03815, over 105.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.2972, pruned_loss=0.07117, over 2474682.89 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07512, over 21764.04 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3271, pruned_loss=0.09385, over 2466486.65 frames. utt_duration=1212 frames, utt_pad_proportion=0.06864, over 8149.61 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2945, pruned_loss=0.06853, over 2475578.44 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07566, over 23517.99 utterances.], batch size: 105, lr: 6.61e-04
2022-08-22 11:31:19,158 INFO [train.py:927] (3/8) Epoch 4, batch 20200, giga_loss[loss=0.174, simple_loss=0.2555, pruned_loss=0.04621, over 12416.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2911, pruned_loss=0.06818, over 2474321.51 frames. utt_duration=472.8 frames, utt_pad_proportion=0.0718, over 20995.88 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3273, pruned_loss=0.09393, over 2466501.22 frames. utt_duration=1213 frames, utt_pad_proportion=0.06839, over 8141.87 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2887, pruned_loss=0.06593, over 2475043.58 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07254, over 22436.09 utterances.], batch size: 75, lr: 6.61e-04
2022-08-22 11:32:59,833 INFO [train.py:927] (3/8) Epoch 4, batch 20250, libri_loss[loss=0.2499, simple_loss=0.3156, pruned_loss=0.09217, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006211, over 33.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2867, pruned_loss=0.06637, over 2474196.33 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07069, over 20488.88 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3266, pruned_loss=0.09334, over 2466550.37 frames. utt_duration=1220 frames, utt_pad_proportion=0.06723, over 8100.19 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2839, pruned_loss=0.06408, over 2475039.69 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07181, over 22178.02 utterances.], batch size: 33, lr: 6.60e-04
2022-08-22 11:34:42,081 INFO [train.py:927] (3/8) Epoch 4, batch 20300, giga_loss[loss=0.1718, simple_loss=0.2416, pruned_loss=0.05101, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02734, over 48.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2806, pruned_loss=0.06364, over 2473760.75 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07277, over 20273.86 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3263, pruned_loss=0.09318, over 2466287.22 frames. utt_duration=1223 frames, utt_pad_proportion=0.06652, over 8075.78 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2781, pruned_loss=0.06163, over 2474738.12 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07376, over 21781.13 utterances.], batch size: 48, lr: 6.60e-04
2022-08-22 11:36:23,560 INFO [train.py:927] (3/8) Epoch 4, batch 20350, giga_loss[loss=0.1525, simple_loss=0.2322, pruned_loss=0.03637, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04331, over 34.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2747, pruned_loss=0.0606, over 2473723.74 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06898, over 19664.81 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.326, pruned_loss=0.09303, over 2466141.11 frames. utt_duration=1225 frames, utt_pad_proportion=0.06602, over 8061.06 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2726, pruned_loss=0.05887, over 2474675.53 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07019, over 20968.88 utterances.], batch size: 34, lr: 6.60e-04
2022-08-22 11:38:06,573 INFO [train.py:927] (3/8) Epoch 4, batch 20400, giga_loss[loss=0.2683, simple_loss=0.3252, pruned_loss=0.1057, over 12360.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 365.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2809, pruned_loss=0.06387, over 2473237.47 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06935, over 19719.56 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.326, pruned_loss=0.09311, over 2466565.04 frames. utt_duration=1228 frames, utt_pad_proportion=0.06502, over 8042.90 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2784, pruned_loss=0.06189, over 2473752.29 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07063, over 20970.77 utterances.], batch size: 365, lr: 6.60e-04
2022-08-22 11:39:50,649 INFO [train.py:927] (3/8) Epoch 4, batch 20450, giga_loss[loss=0.2779, simple_loss=0.3447, pruned_loss=0.1056, over 12404.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2925, pruned_loss=0.06996, over 2473724.83 frames. utt_duration=512.9 frames, utt_pad_proportion=0.067, over 19345.98 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3265, pruned_loss=0.0932, over 2466711.21 frames. utt_duration=1224 frames, utt_pad_proportion=0.06538, over 8073.35 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2898, pruned_loss=0.06809, over 2474057.92 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06805, over 20407.51 utterances.], batch size: 183, lr: 6.60e-04
2022-08-22 11:41:33,330 INFO [train.py:927] (3/8) Epoch 4, batch 20500, giga_loss[loss=0.2332, simple_loss=0.3251, pruned_loss=0.07066, over 12424.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.0663, over 184.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.2997, pruned_loss=0.07234, over 2473183.77 frames. utt_duration=516.6 frames, utt_pad_proportion=0.0674, over 19205.30 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3268, pruned_loss=0.09322, over 2466860.44 frames. utt_duration=1229 frames, utt_pad_proportion=0.06423, over 8036.86 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2965, pruned_loss=0.07036, over 2473462.22 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06864, over 20323.89 utterances.], batch size: 184, lr: 6.60e-04
2022-08-22 11:43:16,367 INFO [train.py:927] (3/8) Epoch 4, batch 20550, giga_loss[loss=0.2386, simple_loss=0.3187, pruned_loss=0.07929, over 12427.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04724, over 34.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3036, pruned_loss=0.07399, over 2472667.57 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06521, over 18908.13 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3262, pruned_loss=0.09298, over 2466391.98 frames. utt_duration=1237 frames, utt_pad_proportion=0.0629, over 7984.39 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3009, pruned_loss=0.07207, over 2473491.99 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0668, over 20151.79 utterances.], batch size: 34, lr: 6.59e-04
2022-08-22 11:44:56,028 INFO [train.py:927] (3/8) Epoch 4, batch 20600, giga_loss[loss=0.3102, simple_loss=0.3603, pruned_loss=0.13, over 12352.00 frames. utt_duration=132.5 frames, utt_pad_proportion=0.2205, over 377.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3075, pruned_loss=0.07663, over 2472688.05 frames. utt_duration=525.1 frames, utt_pad_proportion=0.0713, over 18888.34 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3257, pruned_loss=0.09274, over 2466659.43 frames. utt_duration=1218 frames, utt_pad_proportion=0.06953, over 8113.53 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.305, pruned_loss=0.0746, over 2473373.78 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07012, over 20222.24 utterances.], batch size: 377, lr: 6.59e-04
2022-08-22 11:46:39,453 INFO [train.py:927] (3/8) Epoch 4, batch 20650, giga_loss[loss=0.2386, simple_loss=0.3286, pruned_loss=0.07432, over 12355.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3125, pruned_loss=0.07924, over 2472906.32 frames. utt_duration=529.7 frames, utt_pad_proportion=0.07198, over 18725.24 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.326, pruned_loss=0.093, over 2466580.31 frames. utt_duration=1218 frames, utt_pad_proportion=0.06898, over 8107.39 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3101, pruned_loss=0.07731, over 2473582.83 frames. utt_duration=499.3 frames, utt_pad_proportion=0.0712, over 19876.94 utterances.], batch size: 70, lr: 6.59e-04
2022-08-22 11:48:20,625 INFO [train.py:927] (3/8) Epoch 4, batch 20700, giga_loss[loss=0.2521, simple_loss=0.3252, pruned_loss=0.08951, over 12388.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03447, over 80.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3173, pruned_loss=0.08107, over 2472263.01 frames. utt_duration=520 frames, utt_pad_proportion=0.07655, over 19073.26 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3268, pruned_loss=0.09321, over 2466362.75 frames. utt_duration=1217 frames, utt_pad_proportion=0.06897, over 8114.59 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3145, pruned_loss=0.07918, over 2473088.75 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07581, over 20131.53 utterances.], batch size: 80, lr: 6.59e-04
2022-08-22 11:50:03,818 INFO [train.py:927] (3/8) Epoch 4, batch 20750, giga_loss[loss=0.2224, simple_loss=0.309, pruned_loss=0.06795, over 12444.00 frames. utt_duration=441.9 frames, utt_pad_proportion=0.03307, over 113.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3177, pruned_loss=0.07971, over 2472663.14 frames. utt_duration=545.9 frames, utt_pad_proportion=0.07091, over 18169.00 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3269, pruned_loss=0.09324, over 2466516.47 frames. utt_duration=1214 frames, utt_pad_proportion=0.06834, over 8135.47 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3152, pruned_loss=0.07785, over 2473371.20 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07092, over 19287.85 utterances.], batch size: 113, lr: 6.59e-04
2022-08-22 11:51:47,249 INFO [train.py:927] (3/8) Epoch 4, batch 20800, giga_loss[loss=0.2349, simple_loss=0.3169, pruned_loss=0.07641, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03145, over 51.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3174, pruned_loss=0.07899, over 2472809.79 frames. utt_duration=561.1 frames, utt_pad_proportion=0.07015, over 17676.54 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3268, pruned_loss=0.09322, over 2466418.52 frames. utt_duration=1206 frames, utt_pad_proportion=0.07091, over 8187.41 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3152, pruned_loss=0.0771, over 2473669.20 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06912, over 18800.39 utterances.], batch size: 51, lr: 6.59e-04
2022-08-22 11:53:31,372 INFO [train.py:927] (3/8) Epoch 4, batch 20850, giga_loss[loss=0.29, simple_loss=0.3528, pruned_loss=0.1136, over 12390.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06371, over 183.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3195, pruned_loss=0.08199, over 2472598.99 frames. utt_duration=559.1 frames, utt_pad_proportion=0.07373, over 17738.45 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3259, pruned_loss=0.09262, over 2466433.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.06976, over 8154.95 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3183, pruned_loss=0.08072, over 2473388.33 frames. utt_duration=526 frames, utt_pad_proportion=0.07311, over 18863.93 utterances.], batch size: 183, lr: 6.58e-04
2022-08-22 11:55:13,527 INFO [train.py:927] (3/8) Epoch 4, batch 20900, giga_loss[loss=0.2396, simple_loss=0.3139, pruned_loss=0.08267, over 12403.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02519, over 91.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.32, pruned_loss=0.08406, over 2473185.73 frames. utt_duration=571.3 frames, utt_pad_proportion=0.07047, over 17360.39 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3254, pruned_loss=0.09266, over 2466630.55 frames. utt_duration=1220 frames, utt_pad_proportion=0.06727, over 8099.26 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3193, pruned_loss=0.08257, over 2473940.42 frames. utt_duration=529.6 frames, utt_pad_proportion=0.07116, over 18739.29 utterances.], batch size: 91, lr: 6.58e-04
2022-08-22 11:56:57,771 INFO [train.py:927] (3/8) Epoch 4, batch 20950, giga_loss[loss=0.2455, simple_loss=0.3159, pruned_loss=0.08752, over 12381.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03464, over 80.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3202, pruned_loss=0.08529, over 2473750.18 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06755, over 16963.54 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3255, pruned_loss=0.09309, over 2466998.34 frames. utt_duration=1205 frames, utt_pad_proportion=0.07143, over 8202.55 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3193, pruned_loss=0.08341, over 2474264.08 frames. utt_duration=542 frames, utt_pad_proportion=0.06681, over 18309.23 utterances.], batch size: 80, lr: 6.58e-04
2022-08-22 11:58:43,459 INFO [train.py:927] (3/8) Epoch 4, batch 21000, giga_loss[loss=0.2181, simple_loss=0.2998, pruned_loss=0.0682, over 12425.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0393, over 123.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3189, pruned_loss=0.08382, over 2474161.63 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06474, over 17304.90 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.325, pruned_loss=0.09266, over 2467184.52 frames. utt_duration=1211 frames, utt_pad_proportion=0.06986, over 8158.98 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3186, pruned_loss=0.08247, over 2474572.65 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06489, over 18651.16 utterances.], batch size: 123, lr: 6.58e-04
2022-08-22 11:58:43,460 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 11:59:00,748 INFO [train.py:967] (3/8) 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 12:00:43,182 INFO [train.py:927] (3/8) Epoch 4, batch 21050, giga_loss[loss=0.219, simple_loss=0.2987, pruned_loss=0.06969, over 12377.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03516, over 122.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3158, pruned_loss=0.08226, over 2475094.08 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06621, over 17940.06 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3251, pruned_loss=0.09287, over 2467396.06 frames. utt_duration=1196 frames, utt_pad_proportion=0.07421, over 8260.59 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3152, pruned_loss=0.08084, over 2475370.70 frames. utt_duration=520 frames, utt_pad_proportion=0.06452, over 19096.68 utterances.], batch size: 122, lr: 6.58e-04
2022-08-22 12:02:27,519 INFO [train.py:927] (3/8) Epoch 4, batch 21100, giga_loss[loss=0.2252, simple_loss=0.2952, pruned_loss=0.07758, over 12204.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03159, over 39.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3114, pruned_loss=0.08054, over 2474178.56 frames. utt_duration=534.2 frames, utt_pad_proportion=0.07283, over 18578.80 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.325, pruned_loss=0.093, over 2467180.95 frames. utt_duration=1192 frames, utt_pad_proportion=0.07625, over 8291.87 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3106, pruned_loss=0.07888, over 2474839.89 frames. utt_duration=501 frames, utt_pad_proportion=0.07027, over 19819.69 utterances.], batch size: 39, lr: 6.58e-04
2022-08-22 12:04:11,252 INFO [train.py:927] (3/8) Epoch 4, batch 21150, giga_loss[loss=0.2198, simple_loss=0.2996, pruned_loss=0.06997, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03001, over 48.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.31, pruned_loss=0.0795, over 2474218.25 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07812, over 19469.71 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.325, pruned_loss=0.09289, over 2466984.84 frames. utt_duration=1195 frames, utt_pad_proportion=0.07573, over 8271.00 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3093, pruned_loss=0.07817, over 2474980.54 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07614, over 20569.55 utterances.], batch size: 48, lr: 6.57e-04
2022-08-22 12:05:49,202 INFO [train.py:927] (3/8) Epoch 4, batch 21200, libri_loss[loss=0.2537, simple_loss=0.3332, pruned_loss=0.08715, over 12356.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02458, over 43.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3094, pruned_loss=0.07944, over 2474172.75 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07361, over 19269.27 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3255, pruned_loss=0.093, over 2467215.83 frames. utt_duration=1188 frames, utt_pad_proportion=0.07569, over 8316.29 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.308, pruned_loss=0.07791, over 2474775.10 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07225, over 20411.05 utterances.], batch size: 43, lr: 6.57e-04
2022-08-22 12:07:30,654 INFO [train.py:927] (3/8) Epoch 4, batch 21250, giga_loss[loss=0.1918, simple_loss=0.2609, pruned_loss=0.06134, over 12394.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04792, over 31.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3051, pruned_loss=0.07752, over 2473627.01 frames. utt_duration=511.9 frames, utt_pad_proportion=0.0758, over 19386.67 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3256, pruned_loss=0.09302, over 2467387.87 frames. utt_duration=1188 frames, utt_pad_proportion=0.07493, over 8317.60 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3036, pruned_loss=0.07611, over 2474010.63 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07492, over 20441.86 utterances.], batch size: 31, lr: 6.57e-04
2022-08-22 12:09:11,270 INFO [train.py:927] (3/8) Epoch 4, batch 21300, libri_loss[loss=0.2518, simple_loss=0.3217, pruned_loss=0.09094, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005619, over 34.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3012, pruned_loss=0.07585, over 2472845.20 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06938, over 17998.27 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3252, pruned_loss=0.09276, over 2467096.22 frames. utt_duration=1195 frames, utt_pad_proportion=0.07331, over 8268.66 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.2998, pruned_loss=0.07451, over 2473576.03 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06958, over 19166.09 utterances.], batch size: 34, lr: 6.57e-04
2022-08-22 12:10:50,987 INFO [train.py:927] (3/8) Epoch 4, batch 21350, giga_loss[loss=0.2, simple_loss=0.2752, pruned_loss=0.06239, over 12389.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.2976, pruned_loss=0.07408, over 2472516.81 frames. utt_duration=557 frames, utt_pad_proportion=0.06964, over 17802.28 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3252, pruned_loss=0.0927, over 2466954.38 frames. utt_duration=1198 frames, utt_pad_proportion=0.0729, over 8249.00 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.2963, pruned_loss=0.07293, over 2473262.24 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06991, over 18817.94 utterances.], batch size: 51, lr: 6.57e-04
2022-08-22 12:12:31,844 INFO [train.py:927] (3/8) Epoch 4, batch 21400, giga_loss[loss=0.2033, simple_loss=0.2795, pruned_loss=0.06357, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04936, over 34.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.2951, pruned_loss=0.07269, over 2472790.22 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06806, over 17055.02 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3257, pruned_loss=0.09286, over 2467342.13 frames. utt_duration=1189 frames, utt_pad_proportion=0.07593, over 8313.28 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2929, pruned_loss=0.07113, over 2473192.45 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06714, over 18059.21 utterances.], batch size: 34, lr: 6.57e-04
2022-08-22 12:14:16,580 INFO [train.py:927] (3/8) Epoch 4, batch 21450, giga_loss[loss=0.2781, simple_loss=0.3477, pruned_loss=0.1042, over 12430.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.0514, over 162.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.2948, pruned_loss=0.07288, over 2472612.85 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06798, over 17284.43 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3257, pruned_loss=0.09292, over 2467090.22 frames. utt_duration=1191 frames, utt_pad_proportion=0.07512, over 8293.65 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2926, pruned_loss=0.07131, over 2473241.21 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06755, over 18219.65 utterances.], batch size: 162, lr: 6.56e-04
2022-08-22 12:16:00,124 INFO [train.py:927] (3/8) Epoch 4, batch 21500, giga_loss[loss=0.2986, simple_loss=0.3598, pruned_loss=0.1186, over 12455.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03401, over 98.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.2992, pruned_loss=0.07587, over 2472597.65 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06427, over 17137.28 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3256, pruned_loss=0.09311, over 2466749.80 frames. utt_duration=1195 frames, utt_pad_proportion=0.07377, over 8264.47 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.2967, pruned_loss=0.07395, over 2473549.33 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06457, over 18154.33 utterances.], batch size: 98, lr: 6.56e-04
2022-08-22 12:17:48,016 INFO [train.py:927] (3/8) Epoch 4, batch 21550, giga_loss[loss=0.2258, simple_loss=0.3105, pruned_loss=0.07061, over 12402.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03367, over 113.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.305, pruned_loss=0.07906, over 2473596.90 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06401, over 18015.05 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3252, pruned_loss=0.09302, over 2466672.52 frames. utt_duration=1201 frames, utt_pad_proportion=0.07289, over 8228.41 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.303, pruned_loss=0.07734, over 2474553.34 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06454, over 19023.46 utterances.], batch size: 113, lr: 6.56e-04
2022-08-22 12:19:31,200 INFO [train.py:927] (3/8) Epoch 4, batch 21600, giga_loss[loss=0.299, simple_loss=0.3702, pruned_loss=0.1139, over 12432.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03578, over 113.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3106, pruned_loss=0.08114, over 2473911.87 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06829, over 18272.64 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3252, pruned_loss=0.09306, over 2467090.57 frames. utt_duration=1204 frames, utt_pad_proportion=0.07155, over 8206.55 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3086, pruned_loss=0.07937, over 2474496.60 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06891, over 19369.52 utterances.], batch size: 113, lr: 6.56e-04
2022-08-22 12:21:12,724 INFO [train.py:927] (3/8) Epoch 4, batch 21650, giga_loss[loss=0.2136, simple_loss=0.2997, pruned_loss=0.0638, over 12447.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03609, over 133.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3174, pruned_loss=0.0842, over 2473713.95 frames. utt_duration=523.3 frames, utt_pad_proportion=0.07241, over 18962.33 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3257, pruned_loss=0.09286, over 2467118.69 frames. utt_duration=1208 frames, utt_pad_proportion=0.06993, over 8180.85 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.315, pruned_loss=0.0827, over 2474324.44 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07331, over 20157.55 utterances.], batch size: 133, lr: 6.56e-04
2022-08-22 12:22:54,069 INFO [train.py:927] (3/8) Epoch 4, batch 21700, giga_loss[loss=0.226, simple_loss=0.3129, pruned_loss=0.06955, over 12343.00 frames. utt_duration=915.8 frames, utt_pad_proportion=0.02162, over 54.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.316, pruned_loss=0.08293, over 2473471.93 frames. utt_duration=516.8 frames, utt_pad_proportion=0.0769, over 19198.67 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3262, pruned_loss=0.09332, over 2467649.27 frames. utt_duration=1195 frames, utt_pad_proportion=0.07421, over 8272.60 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3133, pruned_loss=0.08101, over 2473670.85 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07581, over 20428.82 utterances.], batch size: 54, lr: 6.56e-04
2022-08-22 12:24:36,953 INFO [train.py:927] (3/8) Epoch 4, batch 21750, giga_loss[loss=0.2373, simple_loss=0.331, pruned_loss=0.07177, over 12397.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03351, over 80.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3156, pruned_loss=0.08189, over 2473571.56 frames. utt_duration=541.9 frames, utt_pad_proportion=0.0742, over 18308.46 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3261, pruned_loss=0.09362, over 2467581.10 frames. utt_duration=1185 frames, utt_pad_proportion=0.07701, over 8337.98 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3133, pruned_loss=0.07972, over 2473980.16 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07251, over 19579.49 utterances.], batch size: 80, lr: 6.55e-04
2022-08-22 12:26:23,187 INFO [train.py:927] (3/8) Epoch 4, batch 21800, giga_loss[loss=0.235, simple_loss=0.3158, pruned_loss=0.07711, over 12395.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02508, over 66.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3172, pruned_loss=0.08287, over 2473554.31 frames. utt_duration=533.3 frames, utt_pad_proportion=0.07498, over 18606.32 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3259, pruned_loss=0.09353, over 2467576.06 frames. utt_duration=1177 frames, utt_pad_proportion=0.08048, over 8395.17 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3154, pruned_loss=0.08112, over 2473956.31 frames. utt_duration=504 frames, utt_pad_proportion=0.07245, over 19693.61 utterances.], batch size: 66, lr: 6.55e-04
2022-08-22 12:28:05,127 INFO [train.py:927] (3/8) Epoch 4, batch 21850, giga_loss[loss=0.3612, simple_loss=0.3971, pruned_loss=0.1626, over 12374.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1019, over 257.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3186, pruned_loss=0.08362, over 2472875.91 frames. utt_duration=548.6 frames, utt_pad_proportion=0.07405, over 18080.89 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.326, pruned_loss=0.09352, over 2467586.55 frames. utt_duration=1170 frames, utt_pad_proportion=0.08355, over 8446.10 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3168, pruned_loss=0.08204, over 2473284.72 frames. utt_duration=520 frames, utt_pad_proportion=0.07059, over 19080.72 utterances.], batch size: 257, lr: 6.55e-04
2022-08-22 12:29:49,413 INFO [train.py:927] (3/8) Epoch 4, batch 21900, giga_loss[loss=0.2536, simple_loss=0.3262, pruned_loss=0.09057, over 12471.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04573, over 34.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3202, pruned_loss=0.08466, over 2473511.23 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06843, over 17808.15 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3263, pruned_loss=0.09357, over 2467724.06 frames. utt_duration=1168 frames, utt_pad_proportion=0.08358, over 8463.66 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3186, pruned_loss=0.08328, over 2473769.11 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06581, over 18660.67 utterances.], batch size: 34, lr: 6.55e-04
2022-08-22 12:31:29,826 INFO [train.py:927] (3/8) Epoch 4, batch 21950, giga_loss[loss=0.2498, simple_loss=0.3244, pruned_loss=0.08766, over 12474.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04247, over 34.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3216, pruned_loss=0.08475, over 2473116.04 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06987, over 17450.57 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3268, pruned_loss=0.09373, over 2468195.70 frames. utt_duration=1169 frames, utt_pad_proportion=0.08244, over 8459.94 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08318, over 2473067.99 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06791, over 18429.74 utterances.], batch size: 34, lr: 6.55e-04
2022-08-22 12:33:12,574 INFO [train.py:927] (3/8) Epoch 4, batch 22000, giga_loss[loss=0.2291, simple_loss=0.3152, pruned_loss=0.07154, over 12368.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03112, over 58.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3215, pruned_loss=0.08465, over 2472741.54 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06835, over 17309.06 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3263, pruned_loss=0.09331, over 2468382.38 frames. utt_duration=1174 frames, utt_pad_proportion=0.08104, over 8420.69 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3203, pruned_loss=0.08358, over 2472633.91 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06733, over 18320.65 utterances.], batch size: 58, lr: 6.55e-04
2022-08-22 12:34:55,715 INFO [train.py:927] (3/8) Epoch 4, batch 22050, giga_loss[loss=0.2105, simple_loss=0.2914, pruned_loss=0.0648, over 12410.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04906, over 34.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3205, pruned_loss=0.08446, over 2473437.64 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06637, over 17469.00 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3262, pruned_loss=0.09324, over 2468286.48 frames. utt_duration=1178 frames, utt_pad_proportion=0.08032, over 8395.51 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3196, pruned_loss=0.08357, over 2473484.70 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06588, over 18402.39 utterances.], batch size: 34, lr: 6.54e-04
2022-08-22 12:36:36,387 INFO [train.py:927] (3/8) Epoch 4, batch 22100, giga_loss[loss=0.2656, simple_loss=0.3465, pruned_loss=0.09239, over 12356.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02965, over 70.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3208, pruned_loss=0.08489, over 2472796.42 frames. utt_duration=593.3 frames, utt_pad_proportion=0.06289, over 16713.11 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3266, pruned_loss=0.09363, over 2468419.47 frames. utt_duration=1177 frames, utt_pad_proportion=0.07897, over 8401.62 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3195, pruned_loss=0.0835, over 2472892.95 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06298, over 17782.63 utterances.], batch size: 70, lr: 6.54e-04
2022-08-22 12:38:16,406 INFO [train.py:927] (3/8) Epoch 4, batch 22150, giga_loss[loss=0.2446, simple_loss=0.3208, pruned_loss=0.08418, over 12284.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02645, over 54.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3207, pruned_loss=0.08445, over 2472316.48 frames. utt_duration=614.9 frames, utt_pad_proportion=0.06408, over 16122.73 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3263, pruned_loss=0.09351, over 2468647.74 frames. utt_duration=1182 frames, utt_pad_proportion=0.07723, over 8367.93 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3197, pruned_loss=0.08321, over 2472287.10 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06473, over 17229.05 utterances.], batch size: 54, lr: 6.54e-04
2022-08-22 12:39:58,512 INFO [train.py:927] (3/8) Epoch 4, batch 22200, giga_loss[loss=0.2435, simple_loss=0.3315, pruned_loss=0.07779, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03652, over 28.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3207, pruned_loss=0.08436, over 2472178.28 frames. utt_duration=622.6 frames, utt_pad_proportion=0.06457, over 15922.22 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3267, pruned_loss=0.09383, over 2468341.26 frames. utt_duration=1173 frames, utt_pad_proportion=0.08, over 8425.91 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3195, pruned_loss=0.08288, over 2472493.99 frames. utt_duration=584.5 frames, utt_pad_proportion=0.06383, over 16964.25 utterances.], batch size: 28, lr: 6.54e-04
2022-08-22 12:41:40,008 INFO [train.py:927] (3/8) Epoch 4, batch 22250, giga_loss[loss=0.2075, simple_loss=0.2925, pruned_loss=0.06125, over 12417.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.0408, over 26.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08345, over 2472639.64 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06898, over 16256.38 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3267, pruned_loss=0.09372, over 2468689.34 frames. utt_duration=1176 frames, utt_pad_proportion=0.07887, over 8409.03 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3175, pruned_loss=0.08212, over 2472687.29 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06858, over 17318.59 utterances.], batch size: 26, lr: 6.54e-04
2022-08-22 12:43:22,629 INFO [train.py:927] (3/8) Epoch 4, batch 22300, giga_loss[loss=0.2344, simple_loss=0.3066, pruned_loss=0.08108, over 12455.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03355, over 86.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.317, pruned_loss=0.08277, over 2472846.82 frames. utt_duration=598.4 frames, utt_pad_proportion=0.06739, over 16572.23 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3269, pruned_loss=0.09379, over 2469001.15 frames. utt_duration=1176 frames, utt_pad_proportion=0.07746, over 8406.89 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3157, pruned_loss=0.08135, over 2472701.37 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06764, over 17650.17 utterances.], batch size: 86, lr: 6.54e-04
2022-08-22 12:45:03,615 INFO [train.py:927] (3/8) Epoch 4, batch 22350, giga_loss[loss=0.214, simple_loss=0.2917, pruned_loss=0.06811, over 12402.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02845, over 62.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3152, pruned_loss=0.08187, over 2473086.39 frames. utt_duration=601.2 frames, utt_pad_proportion=0.06317, over 16496.78 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3271, pruned_loss=0.09396, over 2468921.77 frames. utt_duration=1174 frames, utt_pad_proportion=0.0768, over 8425.66 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3136, pruned_loss=0.08029, over 2473145.12 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06374, over 17565.43 utterances.], batch size: 62, lr: 6.53e-04
2022-08-22 12:46:46,198 INFO [train.py:927] (3/8) Epoch 4, batch 22400, giga_loss[loss=0.2293, simple_loss=0.2965, pruned_loss=0.08107, over 12454.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03328, over 43.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3111, pruned_loss=0.0802, over 2473205.19 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06447, over 16951.39 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.327, pruned_loss=0.09388, over 2469033.03 frames. utt_duration=1176 frames, utt_pad_proportion=0.07623, over 8409.44 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3099, pruned_loss=0.07891, over 2473192.15 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06506, over 17881.33 utterances.], batch size: 43, lr: 6.53e-04
2022-08-22 12:48:26,619 INFO [train.py:927] (3/8) Epoch 4, batch 22450, libri_loss[loss=0.2678, simple_loss=0.342, pruned_loss=0.0968, over 12407.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02373, over 43.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.309, pruned_loss=0.07859, over 2473089.98 frames. utt_duration=584.4 frames, utt_pad_proportion=0.06209, over 16970.96 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3274, pruned_loss=0.0938, over 2468945.37 frames. utt_duration=1180 frames, utt_pad_proportion=0.07455, over 8380.49 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3073, pruned_loss=0.07724, over 2473276.31 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06325, over 17975.26 utterances.], batch size: 43, lr: 6.53e-04
2022-08-22 12:50:06,700 INFO [train.py:927] (3/8) Epoch 4, batch 22500, giga_loss[loss=0.2432, simple_loss=0.3243, pruned_loss=0.0811, over 12433.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03636, over 123.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3094, pruned_loss=0.0786, over 2472747.57 frames. utt_duration=603.9 frames, utt_pad_proportion=0.0571, over 16419.89 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3273, pruned_loss=0.09376, over 2469104.94 frames. utt_duration=1184 frames, utt_pad_proportion=0.07287, over 8352.46 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3075, pruned_loss=0.07714, over 2472863.40 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05888, over 17472.49 utterances.], batch size: 123, lr: 6.53e-04
2022-08-22 12:51:48,633 INFO [train.py:927] (3/8) Epoch 4, batch 22550, giga_loss[loss=0.2368, simple_loss=0.324, pruned_loss=0.07476, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02916, over 45.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3105, pruned_loss=0.07824, over 2472859.40 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05348, over 16459.25 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3274, pruned_loss=0.09396, over 2469214.25 frames. utt_duration=1187 frames, utt_pad_proportion=0.07155, over 8332.97 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3085, pruned_loss=0.07653, over 2472927.29 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05549, over 17497.23 utterances.], batch size: 45, lr: 6.53e-04
2022-08-22 12:53:27,777 INFO [train.py:927] (3/8) Epoch 4, batch 22600, giga_loss[loss=0.2128, simple_loss=0.282, pruned_loss=0.07184, over 12407.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04604, over 31.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3094, pruned_loss=0.07681, over 2473358.09 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05542, over 17422.26 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3271, pruned_loss=0.09381, over 2469193.00 frames. utt_duration=1190 frames, utt_pad_proportion=0.0708, over 8309.05 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3079, pruned_loss=0.07539, over 2473482.18 frames. utt_duration=540 frames, utt_pad_proportion=0.05706, over 18372.71 utterances.], batch size: 31, lr: 6.53e-04
2022-08-22 12:55:10,062 INFO [train.py:927] (3/8) Epoch 4, batch 22650, giga_loss[loss=0.2647, simple_loss=0.3358, pruned_loss=0.09678, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03091, over 97.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3105, pruned_loss=0.07742, over 2473533.81 frames. utt_duration=555.1 frames, utt_pad_proportion=0.05388, over 17873.09 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3273, pruned_loss=0.09373, over 2469101.15 frames. utt_duration=1193 frames, utt_pad_proportion=0.07002, over 8289.43 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3086, pruned_loss=0.07588, over 2473835.93 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05531, over 18897.64 utterances.], batch size: 97, lr: 6.53e-04
2022-08-22 12:56:51,312 INFO [train.py:927] (3/8) Epoch 4, batch 22700, giga_loss[loss=0.2739, simple_loss=0.3415, pruned_loss=0.1031, over 12376.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04549, over 146.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3118, pruned_loss=0.0788, over 2473577.93 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05171, over 17696.77 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.326, pruned_loss=0.09309, over 2468687.44 frames. utt_duration=1204 frames, utt_pad_proportion=0.06804, over 8209.18 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3107, pruned_loss=0.07749, over 2474371.50 frames. utt_duration=522.7 frames, utt_pad_proportion=0.05353, over 18990.69 utterances.], batch size: 146, lr: 6.52e-04
2022-08-22 12:58:31,276 INFO [train.py:927] (3/8) Epoch 4, batch 22750, giga_loss[loss=0.2443, simple_loss=0.336, pruned_loss=0.07635, over 12384.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03955, over 113.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3137, pruned_loss=0.07974, over 2473662.49 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05332, over 17688.06 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.326, pruned_loss=0.09328, over 2468835.05 frames. utt_duration=1196 frames, utt_pad_proportion=0.0707, over 8265.92 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3126, pruned_loss=0.07822, over 2474281.71 frames. utt_duration=525.5 frames, utt_pad_proportion=0.05347, over 18888.52 utterances.], batch size: 113, lr: 6.52e-04
2022-08-22 13:00:10,933 INFO [train.py:927] (3/8) Epoch 4, batch 22800, giga_loss[loss=0.2171, simple_loss=0.3036, pruned_loss=0.06529, over 12430.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03286, over 75.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3133, pruned_loss=0.0787, over 2473869.19 frames. utt_duration=561 frames, utt_pad_proportion=0.05624, over 17685.76 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3257, pruned_loss=0.09313, over 2468772.99 frames. utt_duration=1199 frames, utt_pad_proportion=0.07024, over 8244.33 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3126, pruned_loss=0.0775, over 2474461.77 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05637, over 18742.89 utterances.], batch size: 75, lr: 6.52e-04
2022-08-22 13:01:54,257 INFO [train.py:927] (3/8) Epoch 4, batch 22850, giga_loss[loss=0.2278, simple_loss=0.314, pruned_loss=0.07082, over 12344.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03401, over 104.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3135, pruned_loss=0.07866, over 2473912.85 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05397, over 17252.38 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.326, pruned_loss=0.09353, over 2468860.75 frames. utt_duration=1200 frames, utt_pad_proportion=0.06971, over 8243.05 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3125, pruned_loss=0.07707, over 2474424.00 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05429, over 18297.40 utterances.], batch size: 104, lr: 6.52e-04
2022-08-22 13:03:33,089 INFO [train.py:927] (3/8) Epoch 4, batch 22900, giga_loss[loss=0.2143, simple_loss=0.299, pruned_loss=0.0648, over 12391.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03693, over 113.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3151, pruned_loss=0.07945, over 2472821.45 frames. utt_duration=581 frames, utt_pad_proportion=0.05474, over 17067.85 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3286, pruned_loss=0.09422, over 2468432.22 frames. utt_duration=1189 frames, utt_pad_proportion=0.07278, over 8313.83 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3112, pruned_loss=0.077, over 2473812.25 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05331, over 18134.71 utterances.], batch size: 113, lr: 6.52e-04
2022-08-22 13:05:11,307 INFO [train.py:927] (3/8) Epoch 4, batch 22950, giga_loss[loss=0.273, simple_loss=0.3495, pruned_loss=0.09823, over 12312.00 frames. utt_duration=913.5 frames, utt_pad_proportion=0.02406, over 54.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3141, pruned_loss=0.07905, over 2473236.35 frames. utt_duration=589 frames, utt_pad_proportion=0.05612, over 16837.93 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.329, pruned_loss=0.09431, over 2468599.07 frames. utt_duration=1184 frames, utt_pad_proportion=0.07371, over 8347.74 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.31, pruned_loss=0.07629, over 2474112.49 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05395, over 18059.46 utterances.], batch size: 54, lr: 6.52e-04
2022-08-22 13:06:50,398 INFO [train.py:927] (3/8) Epoch 4, batch 23000, libri_loss[loss=0.2214, simple_loss=0.2843, pruned_loss=0.07923, over 12163.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.01016, over 30.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3138, pruned_loss=0.0782, over 2472658.92 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05526, over 16945.60 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3276, pruned_loss=0.09362, over 2468380.25 frames. utt_duration=1194 frames, utt_pad_proportion=0.07194, over 8281.27 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3112, pruned_loss=0.07601, over 2473745.11 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05408, over 18301.47 utterances.], batch size: 30, lr: 6.51e-04
2022-08-22 13:08:29,839 INFO [train.py:927] (3/8) Epoch 4, batch 23050, giga_loss[loss=0.202, simple_loss=0.2834, pruned_loss=0.06033, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03059, over 55.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3118, pruned_loss=0.07797, over 2472031.07 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05727, over 16582.10 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3272, pruned_loss=0.09361, over 2467865.75 frames. utt_duration=1198 frames, utt_pad_proportion=0.07064, over 8247.62 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3097, pruned_loss=0.07588, over 2473451.45 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05662, over 17889.01 utterances.], batch size: 55, lr: 6.51e-04
2022-08-22 13:10:08,940 INFO [train.py:927] (3/8) Epoch 4, batch 23100, giga_loss[loss=0.2696, simple_loss=0.3287, pruned_loss=0.1053, over 12396.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03363, over 80.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3111, pruned_loss=0.07921, over 2472412.84 frames. utt_duration=586 frames, utt_pad_proportion=0.05631, over 16920.15 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3277, pruned_loss=0.09413, over 2468148.26 frames. utt_duration=1188 frames, utt_pad_proportion=0.07473, over 8321.36 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3088, pruned_loss=0.07681, over 2473362.97 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05406, over 18042.97 utterances.], batch size: 80, lr: 6.51e-04
2022-08-22 13:11:51,201 INFO [train.py:927] (3/8) Epoch 4, batch 23150, giga_loss[loss=0.2088, simple_loss=0.286, pruned_loss=0.06578, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3076, pruned_loss=0.07743, over 2473204.93 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05374, over 16952.51 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3279, pruned_loss=0.09426, over 2468187.52 frames. utt_duration=1188 frames, utt_pad_proportion=0.07443, over 8317.75 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3056, pruned_loss=0.07537, over 2473934.26 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05218, over 17872.59 utterances.], batch size: 51, lr: 6.51e-04
2022-08-22 13:13:32,040 INFO [train.py:927] (3/8) Epoch 4, batch 23200, giga_loss[loss=0.2287, simple_loss=0.2971, pruned_loss=0.08015, over 12396.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02635, over 91.00 utterances.], tot_loss[loss=0.229, simple_loss=0.305, pruned_loss=0.0765, over 2473032.41 frames. utt_duration=561 frames, utt_pad_proportion=0.05701, over 17679.99 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3283, pruned_loss=0.09428, over 2468116.71 frames. utt_duration=1183 frames, utt_pad_proportion=0.07691, over 8356.70 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3027, pruned_loss=0.07453, over 2473748.04 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05437, over 18523.24 utterances.], batch size: 91, lr: 6.51e-04
2022-08-22 13:15:11,487 INFO [train.py:927] (3/8) Epoch 4, batch 23250, giga_loss[loss=0.2595, simple_loss=0.3334, pruned_loss=0.0928, over 12398.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.302, pruned_loss=0.07541, over 2472974.71 frames. utt_duration=570.4 frames, utt_pad_proportion=0.0597, over 17388.13 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3277, pruned_loss=0.09421, over 2468310.96 frames. utt_duration=1189 frames, utt_pad_proportion=0.07589, over 8312.91 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3002, pruned_loss=0.07359, over 2473466.98 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05772, over 18248.33 utterances.], batch size: 212, lr: 6.51e-04
2022-08-22 13:16:51,611 INFO [train.py:927] (3/8) Epoch 4, batch 23300, giga_loss[loss=0.2988, simple_loss=0.3536, pruned_loss=0.122, over 12342.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1819, over 359.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3059, pruned_loss=0.0769, over 2472696.62 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05843, over 17731.37 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3278, pruned_loss=0.0944, over 2468395.41 frames. utt_duration=1189 frames, utt_pad_proportion=0.07561, over 8311.34 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3043, pruned_loss=0.07523, over 2473025.21 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05702, over 18445.33 utterances.], batch size: 359, lr: 6.50e-04
2022-08-22 13:18:33,012 INFO [train.py:927] (3/8) Epoch 4, batch 23350, giga_loss[loss=0.231, simple_loss=0.3122, pruned_loss=0.07489, over 12364.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3087, pruned_loss=0.07842, over 2472260.73 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06429, over 17725.66 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3276, pruned_loss=0.09454, over 2468032.96 frames. utt_duration=1174 frames, utt_pad_proportion=0.08118, over 8418.98 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3068, pruned_loss=0.07635, over 2472997.02 frames. utt_duration=535.1 frames, utt_pad_proportion=0.0603, over 18537.59 utterances.], batch size: 70, lr: 6.50e-04
2022-08-22 13:20:17,158 INFO [train.py:927] (3/8) Epoch 4, batch 23400, giga_loss[loss=0.2531, simple_loss=0.3284, pruned_loss=0.08888, over 12376.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02673, over 66.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3121, pruned_loss=0.08042, over 2471783.72 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06283, over 17353.51 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3279, pruned_loss=0.09455, over 2467736.37 frames. utt_duration=1177 frames, utt_pad_proportion=0.08027, over 8394.80 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3101, pruned_loss=0.07855, over 2472703.18 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05993, over 18138.60 utterances.], batch size: 66, lr: 6.50e-04
2022-08-22 13:22:03,934 INFO [train.py:927] (3/8) Epoch 4, batch 23450, giga_loss[loss=0.254, simple_loss=0.338, pruned_loss=0.08503, over 12358.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02936, over 70.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3192, pruned_loss=0.08606, over 2472782.01 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06556, over 17792.28 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3276, pruned_loss=0.09452, over 2467691.15 frames. utt_duration=1184 frames, utt_pad_proportion=0.07884, over 8349.37 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3176, pruned_loss=0.08434, over 2473659.65 frames. utt_duration=532 frames, utt_pad_proportion=0.0636, over 18652.22 utterances.], batch size: 70, lr: 6.50e-04
2022-08-22 13:23:45,517 INFO [train.py:927] (3/8) Epoch 4, batch 23500, giga_loss[loss=0.2726, simple_loss=0.3402, pruned_loss=0.1025, over 12309.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02937, over 74.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3258, pruned_loss=0.09135, over 2473402.36 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06886, over 18173.99 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3277, pruned_loss=0.09474, over 2467582.52 frames. utt_duration=1184 frames, utt_pad_proportion=0.07799, over 8350.36 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3244, pruned_loss=0.08968, over 2474342.37 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06751, over 19096.82 utterances.], batch size: 74, lr: 6.50e-04
2022-08-22 13:25:35,005 INFO [train.py:927] (3/8) Epoch 4, batch 23550, giga_loss[loss=0.2451, simple_loss=0.3166, pruned_loss=0.08684, over 12251.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02968, over 42.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3334, pruned_loss=0.09687, over 2472910.59 frames. utt_duration=516.6 frames, utt_pad_proportion=0.07125, over 19203.74 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3277, pruned_loss=0.0944, over 2467122.24 frames. utt_duration=1192 frames, utt_pad_proportion=0.07606, over 8287.98 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3323, pruned_loss=0.09585, over 2474279.06 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07083, over 20345.63 utterances.], batch size: 42, lr: 6.50e-04
2022-08-22 13:27:19,374 INFO [train.py:927] (3/8) Epoch 4, batch 23600, giga_loss[loss=0.4028, simple_loss=0.4181, pruned_loss=0.1937, over 12358.00 frames. utt_duration=132.2 frames, utt_pad_proportion=0.2221, over 378.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3375, pruned_loss=0.1016, over 2472623.86 frames. utt_duration=476.5 frames, utt_pad_proportion=0.08628, over 20821.28 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3271, pruned_loss=0.09407, over 2466547.34 frames. utt_duration=1189 frames, utt_pad_proportion=0.07837, over 8311.19 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3375, pruned_loss=0.1012, over 2474515.49 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08435, over 22209.89 utterances.], batch size: 378, lr: 6.49e-04
2022-08-22 13:29:05,325 INFO [train.py:927] (3/8) Epoch 4, batch 23650, giga_loss[loss=0.307, simple_loss=0.3698, pruned_loss=0.1221, over 12337.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03358, over 58.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3436, pruned_loss=0.1072, over 2472977.91 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08909, over 21974.07 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3271, pruned_loss=0.09387, over 2466536.56 frames. utt_duration=1192 frames, utt_pad_proportion=0.07669, over 8287.17 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3439, pruned_loss=0.1074, over 2474673.10 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08808, over 23463.11 utterances.], batch size: 58, lr: 6.49e-04
2022-08-22 13:30:54,801 INFO [train.py:927] (3/8) Epoch 4, batch 23700, giga_loss[loss=0.3665, simple_loss=0.3945, pruned_loss=0.1693, over 12373.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2029, over 369.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3456, pruned_loss=0.1081, over 2473154.98 frames. utt_duration=459.4 frames, utt_pad_proportion=0.0839, over 21604.23 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3274, pruned_loss=0.09403, over 2466850.29 frames. utt_duration=1184 frames, utt_pad_proportion=0.07906, over 8341.80 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3459, pruned_loss=0.1083, over 2474346.73 frames. utt_duration=432.2 frames, utt_pad_proportion=0.08267, over 22976.47 utterances.], batch size: 369, lr: 6.49e-04
2022-08-22 13:32:39,979 INFO [train.py:927] (3/8) Epoch 4, batch 23750, giga_loss[loss=0.2581, simple_loss=0.3366, pruned_loss=0.08977, over 12212.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03257, over 39.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3475, pruned_loss=0.1106, over 2473803.41 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08245, over 22172.86 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3272, pruned_loss=0.09388, over 2466792.60 frames. utt_duration=1188 frames, utt_pad_proportion=0.07767, over 8316.59 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3484, pruned_loss=0.1113, over 2474958.25 frames. utt_duration=421 frames, utt_pad_proportion=0.08204, over 23597.23 utterances.], batch size: 39, lr: 6.49e-04
2022-08-22 13:34:21,610 INFO [train.py:927] (3/8) Epoch 4, batch 23800, giga_loss[loss=0.2761, simple_loss=0.3501, pruned_loss=0.1011, over 12376.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03081, over 58.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3489, pruned_loss=0.1106, over 2474010.84 frames. utt_duration=447.1 frames, utt_pad_proportion=0.0806, over 22208.38 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3268, pruned_loss=0.09346, over 2466909.75 frames. utt_duration=1192 frames, utt_pad_proportion=0.07606, over 8290.91 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3507, pruned_loss=0.112, over 2475064.30 frames. utt_duration=417 frames, utt_pad_proportion=0.08094, over 23824.86 utterances.], batch size: 58, lr: 6.49e-04
2022-08-22 13:36:04,687 INFO [train.py:927] (3/8) Epoch 4, batch 23850, giga_loss[loss=0.264, simple_loss=0.3473, pruned_loss=0.09039, over 12347.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3481, pruned_loss=0.1093, over 2474102.75 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08029, over 22172.71 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3269, pruned_loss=0.09352, over 2467200.00 frames. utt_duration=1191 frames, utt_pad_proportion=0.07508, over 8293.23 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3501, pruned_loss=0.1109, over 2474914.54 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08094, over 23929.57 utterances.], batch size: 70, lr: 6.49e-04
2022-08-22 13:37:49,823 INFO [train.py:927] (3/8) Epoch 4, batch 23900, giga_loss[loss=0.2831, simple_loss=0.3493, pruned_loss=0.1084, over 12409.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07282, over 212.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3472, pruned_loss=0.1076, over 2474666.91 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08254, over 22737.67 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3268, pruned_loss=0.09351, over 2467217.85 frames. utt_duration=1193 frames, utt_pad_proportion=0.07479, over 8282.58 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3492, pruned_loss=0.1092, over 2475421.75 frames. utt_duration=407.3 frames, utt_pad_proportion=0.08303, over 24395.22 utterances.], batch size: 212, lr: 6.49e-04
2022-08-22 13:39:32,307 INFO [train.py:927] (3/8) Epoch 4, batch 23950, giga_loss[loss=0.2727, simple_loss=0.3339, pruned_loss=0.1058, over 12433.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03269, over 80.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3444, pruned_loss=0.1054, over 2474416.23 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08207, over 22812.33 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3268, pruned_loss=0.0934, over 2467104.86 frames. utt_duration=1197 frames, utt_pad_proportion=0.07372, over 8252.21 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3463, pruned_loss=0.1069, over 2475228.09 frames. utt_duration=407 frames, utt_pad_proportion=0.08285, over 24411.17 utterances.], batch size: 80, lr: 6.48e-04
2022-08-22 13:41:18,724 INFO [train.py:927] (3/8) Epoch 4, batch 24000, libri_loss[loss=0.1961, simple_loss=0.2706, pruned_loss=0.06075, over 12183.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008618, over 30.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3418, pruned_loss=0.103, over 2474560.50 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07775, over 21535.01 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3264, pruned_loss=0.09314, over 2467011.42 frames. utt_duration=1201 frames, utt_pad_proportion=0.07267, over 8230.30 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.344, pruned_loss=0.1047, over 2475438.27 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07907, over 23078.79 utterances.], batch size: 30, lr: 6.48e-04
2022-08-22 13:41:18,727 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 13:41:32,430 INFO [train.py:967] (3/8) 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] (3/8) Epoch 4, batch 24050, libri_loss[loss=0.2724, simple_loss=0.3409, pruned_loss=0.102, over 12420.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03684, over 46.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3405, pruned_loss=0.1008, over 2474444.49 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07605, over 21189.66 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3264, pruned_loss=0.09317, over 2466821.98 frames. utt_duration=1202 frames, utt_pad_proportion=0.07196, over 8216.98 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3424, pruned_loss=0.1022, over 2475433.56 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07748, over 22615.68 utterances.], batch size: 46, lr: 6.48e-04
2022-08-22 13:45:12,388 INFO [train.py:927] (3/8) Epoch 4, batch 24100, giga_loss[loss=0.3047, simple_loss=0.3602, pruned_loss=0.1246, over 12187.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03398, over 42.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3415, pruned_loss=0.09993, over 2474267.33 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07878, over 21198.54 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3269, pruned_loss=0.09325, over 2467195.65 frames. utt_duration=1205 frames, utt_pad_proportion=0.07091, over 8200.69 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3429, pruned_loss=0.1011, over 2474844.12 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08019, over 22592.22 utterances.], batch size: 42, lr: 6.48e-04
2022-08-22 13:46:54,864 INFO [train.py:927] (3/8) Epoch 4, batch 24150, giga_loss[loss=0.3089, simple_loss=0.3459, pruned_loss=0.1359, over 12360.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1973, over 366.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3417, pruned_loss=0.1001, over 2474497.65 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07475, over 20739.10 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.327, pruned_loss=0.09305, over 2467311.41 frames. utt_duration=1211 frames, utt_pad_proportion=0.06947, over 8162.37 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3431, pruned_loss=0.1015, over 2475023.11 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07664, over 22222.28 utterances.], batch size: 366, lr: 6.48e-04
2022-08-22 13:48:37,109 INFO [train.py:927] (3/8) Epoch 4, batch 24200, giga_loss[loss=0.2514, simple_loss=0.3205, pruned_loss=0.09118, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03507, over 123.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3393, pruned_loss=0.1001, over 2474198.42 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07582, over 20692.20 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3267, pruned_loss=0.09324, over 2466876.19 frames. utt_duration=1205 frames, utt_pad_proportion=0.07127, over 8195.98 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3413, pruned_loss=0.1013, over 2475328.96 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07666, over 22431.24 utterances.], batch size: 123, lr: 6.48e-04
2022-08-22 13:50:23,485 INFO [train.py:927] (3/8) Epoch 4, batch 24250, giga_loss[loss=0.2164, simple_loss=0.3047, pruned_loss=0.06406, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03179, over 39.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3381, pruned_loss=0.0994, over 2474075.28 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08033, over 21510.64 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.327, pruned_loss=0.09352, over 2467052.46 frames. utt_duration=1194 frames, utt_pad_proportion=0.07471, over 8276.65 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3397, pruned_loss=0.1002, over 2474937.72 frames. utt_duration=430.9 frames, utt_pad_proportion=0.0796, over 23051.33 utterances.], batch size: 39, lr: 6.47e-04
2022-08-22 13:52:09,322 INFO [train.py:927] (3/8) Epoch 4, batch 24300, giga_loss[loss=0.2589, simple_loss=0.3367, pruned_loss=0.09052, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.337, pruned_loss=0.09741, over 2473824.06 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07603, over 20594.30 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.327, pruned_loss=0.09358, over 2467066.22 frames. utt_duration=1196 frames, utt_pad_proportion=0.07397, over 8264.49 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3384, pruned_loss=0.09806, over 2474595.17 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07595, over 21990.49 utterances.], batch size: 113, lr: 6.47e-04
2022-08-22 13:53:53,009 INFO [train.py:927] (3/8) Epoch 4, batch 24350, giga_loss[loss=0.2206, simple_loss=0.2996, pruned_loss=0.07085, over 12407.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03135, over 80.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3364, pruned_loss=0.09789, over 2474148.29 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07965, over 20667.31 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3272, pruned_loss=0.09367, over 2467302.32 frames. utt_duration=1189 frames, utt_pad_proportion=0.07691, over 8312.00 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3375, pruned_loss=0.09844, over 2474755.61 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07835, over 22088.07 utterances.], batch size: 80, lr: 6.47e-04
2022-08-22 13:55:37,499 INFO [train.py:927] (3/8) Epoch 4, batch 24400, libri_loss[loss=0.3078, simple_loss=0.3683, pruned_loss=0.1237, over 12330.00 frames. utt_duration=393 frames, utt_pad_proportion=0.3869, over 126.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3353, pruned_loss=0.0982, over 2474002.16 frames. utt_duration=476.9 frames, utt_pad_proportion=0.08257, over 20814.43 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3273, pruned_loss=0.09398, over 2467222.94 frames. utt_duration=1180 frames, utt_pad_proportion=0.08036, over 8371.81 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3363, pruned_loss=0.09843, over 2474764.87 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08003, over 22239.26 utterances.], batch size: 126, lr: 6.47e-04
2022-08-22 13:57:22,236 INFO [train.py:927] (3/8) Epoch 4, batch 24450, giga_loss[loss=0.2363, simple_loss=0.3107, pruned_loss=0.08092, over 12301.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02745, over 45.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3338, pruned_loss=0.09769, over 2474520.19 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07908, over 20506.76 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3275, pruned_loss=0.09413, over 2467291.66 frames. utt_duration=1175 frames, utt_pad_proportion=0.0837, over 8411.58 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3347, pruned_loss=0.09786, over 2475246.61 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07613, over 21895.21 utterances.], batch size: 45, lr: 6.47e-04
2022-08-22 13:59:06,642 INFO [train.py:927] (3/8) Epoch 4, batch 24500, giga_loss[loss=0.2722, simple_loss=0.34, pruned_loss=0.1022, over 12386.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05948, over 182.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3327, pruned_loss=0.0972, over 2474007.39 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07666, over 20730.71 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3276, pruned_loss=0.09423, over 2467273.85 frames. utt_duration=1176 frames, utt_pad_proportion=0.08304, over 8403.50 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3333, pruned_loss=0.09729, over 2474651.92 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07469, over 21942.68 utterances.], batch size: 182, lr: 6.47e-04
2022-08-22 14:00:49,231 INFO [train.py:927] (3/8) Epoch 4, batch 24550, giga_loss[loss=0.3403, simple_loss=0.4035, pruned_loss=0.1386, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03534, over 113.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3325, pruned_loss=0.09603, over 2474580.29 frames. utt_duration=493.3 frames, utt_pad_proportion=0.0702, over 20124.79 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3274, pruned_loss=0.09408, over 2467528.02 frames. utt_duration=1177 frames, utt_pad_proportion=0.0818, over 8395.26 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3333, pruned_loss=0.09629, over 2475010.94 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06929, over 21366.07 utterances.], batch size: 113, lr: 6.46e-04
2022-08-22 14:02:33,865 INFO [train.py:927] (3/8) Epoch 4, batch 24600, giga_loss[loss=0.2469, simple_loss=0.3263, pruned_loss=0.08371, over 12358.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3344, pruned_loss=0.09689, over 2474978.34 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07035, over 20228.13 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3289, pruned_loss=0.09466, over 2467683.95 frames. utt_duration=1169 frames, utt_pad_proportion=0.08353, over 8451.29 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3338, pruned_loss=0.09665, over 2475350.13 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06897, over 21495.00 utterances.], batch size: 91, lr: 6.46e-04
2022-08-22 14:04:19,741 INFO [train.py:927] (3/8) Epoch 4, batch 24650, libri_loss[loss=0.2787, simple_loss=0.358, pruned_loss=0.09973, over 12348.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01596, over 41.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3365, pruned_loss=0.09927, over 2475188.84 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07119, over 20200.92 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3292, pruned_loss=0.09453, over 2467812.68 frames. utt_duration=1174 frames, utt_pad_proportion=0.08197, over 8418.45 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3359, pruned_loss=0.09923, over 2475523.43 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0705, over 21498.16 utterances.], batch size: 41, lr: 6.46e-04
2022-08-22 14:06:05,464 INFO [train.py:927] (3/8) Epoch 4, batch 24700, giga_loss[loss=0.3468, simple_loss=0.3962, pruned_loss=0.1487, over 12346.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3365, pruned_loss=0.101, over 2474911.70 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07679, over 20714.53 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3287, pruned_loss=0.09442, over 2467742.74 frames. utt_duration=1170 frames, utt_pad_proportion=0.08436, over 8444.71 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3366, pruned_loss=0.1012, over 2475411.60 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07503, over 22009.80 utterances.], batch size: 365, lr: 6.46e-04
2022-08-22 14:07:50,860 INFO [train.py:927] (3/8) Epoch 4, batch 24750, giga_loss[loss=0.3522, simple_loss=0.3882, pruned_loss=0.1582, over 12405.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06846, over 211.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3359, pruned_loss=0.1006, over 2475178.57 frames. utt_duration=465 frames, utt_pad_proportion=0.08002, over 21356.75 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3288, pruned_loss=0.09447, over 2467800.95 frames. utt_duration=1171 frames, utt_pad_proportion=0.08415, over 8439.21 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.336, pruned_loss=0.1008, over 2475589.14 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07854, over 22486.48 utterances.], batch size: 211, lr: 6.46e-04
2022-08-22 14:09:33,872 INFO [train.py:927] (3/8) Epoch 4, batch 24800, giga_loss[loss=0.2099, simple_loss=0.2979, pruned_loss=0.06097, over 12330.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3355, pruned_loss=0.09945, over 2475072.23 frames. utt_duration=463.2 frames, utt_pad_proportion=0.0812, over 21443.58 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3287, pruned_loss=0.09433, over 2468076.22 frames. utt_duration=1173 frames, utt_pad_proportion=0.08347, over 8428.85 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3358, pruned_loss=0.09977, over 2475225.74 frames. utt_duration=442.4 frames, utt_pad_proportion=0.0802, over 22451.99 utterances.], batch size: 58, lr: 6.46e-04
2022-08-22 14:11:21,773 INFO [train.py:927] (3/8) Epoch 4, batch 24850, giga_loss[loss=0.229, simple_loss=0.3015, pruned_loss=0.0782, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03278, over 58.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3322, pruned_loss=0.09749, over 2474604.60 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07905, over 20451.06 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3287, pruned_loss=0.09436, over 2468023.99 frames. utt_duration=1170 frames, utt_pad_proportion=0.0846, over 8450.88 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3326, pruned_loss=0.09789, over 2475040.44 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07791, over 21769.20 utterances.], batch size: 58, lr: 6.46e-04
2022-08-22 14:13:05,512 INFO [train.py:927] (3/8) Epoch 4, batch 24900, giga_loss[loss=0.2634, simple_loss=0.3384, pruned_loss=0.09423, over 12357.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04825, over 26.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3336, pruned_loss=0.099, over 2475339.15 frames. utt_duration=479.1 frames, utt_pad_proportion=0.08093, over 20729.30 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3285, pruned_loss=0.0943, over 2468188.18 frames. utt_duration=1172 frames, utt_pad_proportion=0.08397, over 8436.42 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3341, pruned_loss=0.0994, over 2475598.39 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08014, over 21888.73 utterances.], batch size: 26, lr: 6.45e-04
2022-08-22 14:14:53,210 INFO [train.py:927] (3/8) Epoch 4, batch 24950, giga_loss[loss=0.2581, simple_loss=0.3364, pruned_loss=0.08991, over 12424.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03912, over 105.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3375, pruned_loss=0.09873, over 2474333.16 frames. utt_duration=490 frames, utt_pad_proportion=0.07655, over 20259.93 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3285, pruned_loss=0.09433, over 2468016.02 frames. utt_duration=1172 frames, utt_pad_proportion=0.08306, over 8434.86 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3381, pruned_loss=0.09918, over 2474895.27 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07643, over 21526.30 utterances.], batch size: 105, lr: 6.45e-04
2022-08-22 14:16:36,563 INFO [train.py:927] (3/8) Epoch 4, batch 25000, giga_loss[loss=0.2462, simple_loss=0.3299, pruned_loss=0.08122, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03175, over 58.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3379, pruned_loss=0.09862, over 2474121.10 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07522, over 19736.77 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3279, pruned_loss=0.094, over 2467793.88 frames. utt_duration=1179 frames, utt_pad_proportion=0.08076, over 8381.33 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3394, pruned_loss=0.09949, over 2475047.98 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07589, over 21286.47 utterances.], batch size: 58, lr: 6.45e-04
2022-08-22 14:18:20,323 INFO [train.py:927] (3/8) Epoch 4, batch 25050, giga_loss[loss=0.2195, simple_loss=0.2956, pruned_loss=0.07174, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03875, over 40.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3385, pruned_loss=0.09967, over 2473857.57 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07692, over 19908.62 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3276, pruned_loss=0.09379, over 2467897.94 frames. utt_duration=1182 frames, utt_pad_proportion=0.08019, over 8362.56 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3401, pruned_loss=0.1006, over 2474545.55 frames. utt_duration=467 frames, utt_pad_proportion=0.07757, over 21260.50 utterances.], batch size: 40, lr: 6.45e-04
2022-08-22 14:20:07,974 INFO [train.py:927] (3/8) Epoch 4, batch 25100, giga_loss[loss=0.2396, simple_loss=0.3112, pruned_loss=0.08403, over 12379.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3397, pruned_loss=0.1006, over 2474274.77 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07325, over 19912.81 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3292, pruned_loss=0.09383, over 2467719.98 frames. utt_duration=1188 frames, utt_pad_proportion=0.07911, over 8319.68 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3397, pruned_loss=0.1014, over 2475105.40 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07432, over 21229.86 utterances.], batch size: 62, lr: 6.45e-04
2022-08-22 14:21:52,722 INFO [train.py:927] (3/8) Epoch 4, batch 25150, giga_loss[loss=0.3428, simple_loss=0.374, pruned_loss=0.1558, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3386, pruned_loss=0.1009, over 2474652.39 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07203, over 20115.93 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3289, pruned_loss=0.09364, over 2467786.64 frames. utt_duration=1192 frames, utt_pad_proportion=0.07794, over 8293.45 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3391, pruned_loss=0.1019, over 2475386.07 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07333, over 21417.10 utterances.], batch size: 259, lr: 6.45e-04
2022-08-22 14:23:36,712 INFO [train.py:927] (3/8) Epoch 4, batch 25200, giga_loss[loss=0.2393, simple_loss=0.3142, pruned_loss=0.08221, over 12460.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03623, over 105.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3381, pruned_loss=0.1014, over 2475349.43 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06978, over 19978.89 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.329, pruned_loss=0.09379, over 2467828.30 frames. utt_duration=1192 frames, utt_pad_proportion=0.07667, over 8290.32 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3386, pruned_loss=0.1022, over 2476052.78 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07137, over 21278.47 utterances.], batch size: 105, lr: 6.44e-04
2022-08-22 14:25:21,209 INFO [train.py:927] (3/8) Epoch 4, batch 25250, giga_loss[loss=0.3495, simple_loss=0.3862, pruned_loss=0.1564, over 12369.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.0674, over 211.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3358, pruned_loss=0.09974, over 2474778.37 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06841, over 19493.91 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3289, pruned_loss=0.09372, over 2467704.60 frames. utt_duration=1193 frames, utt_pad_proportion=0.07493, over 8281.81 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3367, pruned_loss=0.1007, over 2475757.55 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07032, over 21014.77 utterances.], batch size: 211, lr: 6.44e-04
2022-08-22 14:27:03,759 INFO [train.py:927] (3/8) Epoch 4, batch 25300, giga_loss[loss=0.2604, simple_loss=0.3286, pruned_loss=0.09614, over 12256.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03106, over 45.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3361, pruned_loss=0.09927, over 2475487.20 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06682, over 19213.92 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3291, pruned_loss=0.09385, over 2468043.57 frames. utt_duration=1189 frames, utt_pad_proportion=0.07486, over 8316.42 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3367, pruned_loss=0.1001, over 2476127.43 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06838, over 20639.11 utterances.], batch size: 45, lr: 6.44e-04
2022-08-22 14:28:55,170 INFO [train.py:927] (3/8) Epoch 4, batch 25350, giga_loss[loss=0.2184, simple_loss=0.3215, pruned_loss=0.05772, over 12381.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02736, over 70.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3373, pruned_loss=0.09924, over 2475809.90 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06964, over 19718.92 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3291, pruned_loss=0.09385, over 2468043.57 frames. utt_duration=1189 frames, utt_pad_proportion=0.07486, over 8316.42 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3379, pruned_loss=0.09986, over 2476308.20 frames. utt_duration=477 frames, utt_pad_proportion=0.0707, over 20828.17 utterances.], batch size: 70, lr: 6.44e-04
2022-08-22 14:30:37,927 INFO [train.py:927] (3/8) Epoch 4, batch 25400, giga_loss[loss=0.2347, simple_loss=0.3126, pruned_loss=0.07841, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04583, over 31.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3398, pruned_loss=0.09861, over 2474856.02 frames. utt_duration=515 frames, utt_pad_proportion=0.0684, over 19277.61 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3298, pruned_loss=0.09381, over 2467739.72 frames. utt_duration=1190 frames, utt_pad_proportion=0.07427, over 8305.39 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3398, pruned_loss=0.09928, over 2475722.75 frames. utt_duration=486 frames, utt_pad_proportion=0.06948, over 20438.96 utterances.], batch size: 31, lr: 6.44e-04
2022-08-22 14:32:20,851 INFO [train.py:927] (3/8) Epoch 4, batch 25450, giga_loss[loss=0.2605, simple_loss=0.3335, pruned_loss=0.09373, over 12444.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03612, over 37.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3412, pruned_loss=0.1, over 2474776.52 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06673, over 19221.13 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3292, pruned_loss=0.0935, over 2467252.03 frames. utt_duration=1195 frames, utt_pad_proportion=0.07355, over 8271.98 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3417, pruned_loss=0.1008, over 2475970.21 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06789, over 20302.81 utterances.], batch size: 37, lr: 6.44e-04
2022-08-22 14:34:04,214 INFO [train.py:927] (3/8) Epoch 4, batch 25500, giga_loss[loss=0.2506, simple_loss=0.3261, pruned_loss=0.08756, over 12443.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03572, over 105.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3419, pruned_loss=0.1015, over 2475209.93 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06735, over 19856.14 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.329, pruned_loss=0.09347, over 2467402.21 frames. utt_duration=1199 frames, utt_pad_proportion=0.07173, over 8241.15 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.343, pruned_loss=0.1024, over 2476257.18 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0688, over 21106.44 utterances.], batch size: 105, lr: 6.44e-04
2022-08-22 14:35:48,409 INFO [train.py:927] (3/8) Epoch 4, batch 25550, giga_loss[loss=0.2451, simple_loss=0.3258, pruned_loss=0.08218, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04248, over 146.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3414, pruned_loss=0.1006, over 2475519.62 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0684, over 20169.43 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3288, pruned_loss=0.09343, over 2467843.64 frames. utt_duration=1201 frames, utt_pad_proportion=0.07053, over 8230.15 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3428, pruned_loss=0.1016, over 2476176.45 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06984, over 21493.28 utterances.], batch size: 146, lr: 6.43e-04
2022-08-22 14:37:31,981 INFO [train.py:927] (3/8) Epoch 4, batch 25600, giga_loss[loss=0.3771, simple_loss=0.4015, pruned_loss=0.1763, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3422, pruned_loss=0.1004, over 2475167.68 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07495, over 20555.20 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3286, pruned_loss=0.09329, over 2467724.46 frames. utt_duration=1205 frames, utt_pad_proportion=0.06949, over 8202.72 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3437, pruned_loss=0.1014, over 2475943.04 frames. utt_duration=455 frames, utt_pad_proportion=0.07604, over 21837.15 utterances.], batch size: 258, lr: 6.43e-04
2022-08-22 14:39:15,345 INFO [train.py:927] (3/8) Epoch 4, batch 25650, libri_loss[loss=0.2139, simple_loss=0.2856, pruned_loss=0.07116, over 12173.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005955, over 33.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3404, pruned_loss=0.0999, over 2474654.96 frames. utt_duration=490.5 frames, utt_pad_proportion=0.0718, over 20243.83 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3271, pruned_loss=0.09251, over 2467120.77 frames. utt_duration=1217 frames, utt_pad_proportion=0.06734, over 8120.21 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3435, pruned_loss=0.1017, over 2476149.31 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07364, over 21861.79 utterances.], batch size: 33, lr: 6.43e-04
2022-08-22 14:41:01,144 INFO [train.py:927] (3/8) Epoch 4, batch 25700, giga_loss[loss=0.2729, simple_loss=0.3243, pruned_loss=0.1108, over 12361.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1945, over 367.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3393, pruned_loss=0.1002, over 2474469.56 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07957, over 21208.64 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.327, pruned_loss=0.09241, over 2466857.77 frames. utt_duration=1220 frames, utt_pad_proportion=0.0663, over 8098.03 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.342, pruned_loss=0.1018, over 2475985.68 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08085, over 22726.94 utterances.], batch size: 367, lr: 6.43e-04
2022-08-22 14:42:46,108 INFO [train.py:927] (3/8) Epoch 4, batch 25750, giga_loss[loss=0.2484, simple_loss=0.3167, pruned_loss=0.09002, over 12320.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 85.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3374, pruned_loss=0.09989, over 2474660.58 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07725, over 21373.53 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3269, pruned_loss=0.09246, over 2466863.54 frames. utt_duration=1222 frames, utt_pad_proportion=0.06547, over 8083.85 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3399, pruned_loss=0.1013, over 2476016.65 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07877, over 22880.37 utterances.], batch size: 85, lr: 6.43e-04
2022-08-22 14:44:23,408 INFO [train.py:927] (3/8) Epoch 4, batch 25800, libri_loss[loss=0.2489, simple_loss=0.3083, pruned_loss=0.09478, over 12220.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006496, over 31.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3359, pruned_loss=0.09922, over 2474491.97 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07421, over 20530.14 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.327, pruned_loss=0.09288, over 2466730.41 frames. utt_duration=1228 frames, utt_pad_proportion=0.06359, over 8043.07 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3382, pruned_loss=0.1002, over 2476027.25 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07641, over 22262.69 utterances.], batch size: 31, lr: 6.43e-04
2022-08-22 14:46:02,150 INFO [train.py:927] (3/8) Epoch 4, batch 25850, giga_loss[loss=0.2835, simple_loss=0.341, pruned_loss=0.113, over 12393.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1103, over 260.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3321, pruned_loss=0.09549, over 2474431.66 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07125, over 20623.47 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3265, pruned_loss=0.09241, over 2466737.00 frames. utt_duration=1233 frames, utt_pad_proportion=0.06254, over 8015.36 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3346, pruned_loss=0.09686, over 2475867.48 frames. utt_duration=444 frames, utt_pad_proportion=0.07361, over 22378.29 utterances.], batch size: 260, lr: 6.42e-04
2022-08-22 14:47:49,000 INFO [train.py:927] (3/8) Epoch 4, batch 25900, giga_loss[loss=0.2838, simple_loss=0.3271, pruned_loss=0.1202, over 12367.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2106, over 372.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3304, pruned_loss=0.09468, over 2474127.65 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07446, over 21137.05 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3261, pruned_loss=0.09218, over 2466720.60 frames. utt_duration=1231 frames, utt_pad_proportion=0.06201, over 8024.90 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3329, pruned_loss=0.09605, over 2475536.89 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07627, over 22925.74 utterances.], batch size: 372, lr: 6.42e-04
2022-08-22 14:49:33,252 INFO [train.py:927] (3/8) Epoch 4, batch 25950, giga_loss[loss=0.2708, simple_loss=0.3387, pruned_loss=0.1014, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3286, pruned_loss=0.09433, over 2474633.13 frames. utt_duration=463 frames, utt_pad_proportion=0.0745, over 21446.79 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3254, pruned_loss=0.09188, over 2466992.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.06094, over 7980.69 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3313, pruned_loss=0.09575, over 2475682.38 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07635, over 23205.60 utterances.], batch size: 114, lr: 6.42e-04
2022-08-22 14:51:16,897 INFO [train.py:927] (3/8) Epoch 4, batch 26000, giga_loss[loss=0.23, simple_loss=0.3137, pruned_loss=0.07309, over 12327.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03532, over 62.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3304, pruned_loss=0.09431, over 2475348.62 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07058, over 21272.58 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3254, pruned_loss=0.09176, over 2466995.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06005, over 7951.34 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3326, pruned_loss=0.09558, over 2476333.90 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07269, over 22947.62 utterances.], batch size: 62, lr: 6.42e-04
2022-08-22 14:53:00,031 INFO [train.py:927] (3/8) Epoch 4, batch 26050, libri_loss[loss=0.2498, simple_loss=0.3407, pruned_loss=0.07949, over 12430.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03632, over 46.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3321, pruned_loss=0.09436, over 2475017.42 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06711, over 20217.43 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3274, pruned_loss=0.09222, over 2467336.40 frames. utt_duration=1228 frames, utt_pad_proportion=0.06383, over 8048.84 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3322, pruned_loss=0.09508, over 2475771.04 frames. utt_duration=453.8 frames, utt_pad_proportion=0.06798, over 21893.91 utterances.], batch size: 46, lr: 6.42e-04
2022-08-22 14:54:41,355 INFO [train.py:927] (3/8) Epoch 4, batch 26100, giga_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.08419, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03493, over 28.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3327, pruned_loss=0.09517, over 2475005.19 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06514, over 19652.05 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3277, pruned_loss=0.0924, over 2467356.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.06261, over 8034.83 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3327, pruned_loss=0.09563, over 2475755.72 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06643, over 21280.56 utterances.], batch size: 28, lr: 6.42e-04
2022-08-22 14:56:24,106 INFO [train.py:927] (3/8) Epoch 4, batch 26150, giga_loss[loss=0.2426, simple_loss=0.3155, pruned_loss=0.08483, over 12491.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03883, over 31.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3326, pruned_loss=0.09558, over 2475060.08 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07226, over 19541.60 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3272, pruned_loss=0.09218, over 2467143.53 frames. utt_duration=1221 frames, utt_pad_proportion=0.06603, over 8093.94 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3332, pruned_loss=0.09626, over 2476111.16 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07171, over 21174.89 utterances.], batch size: 31, lr: 6.42e-04
2022-08-22 14:58:10,728 INFO [train.py:927] (3/8) Epoch 4, batch 26200, giga_loss[loss=0.3588, simple_loss=0.387, pruned_loss=0.1653, over 12347.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2108, over 372.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3347, pruned_loss=0.09791, over 2475327.37 frames. utt_duration=479.9 frames, utt_pad_proportion=0.0794, over 20695.71 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.327, pruned_loss=0.09203, over 2466748.60 frames. utt_duration=1227 frames, utt_pad_proportion=0.06431, over 8053.29 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3355, pruned_loss=0.09873, over 2476774.45 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07912, over 22416.54 utterances.], batch size: 372, lr: 6.41e-04
2022-08-22 14:59:56,284 INFO [train.py:927] (3/8) Epoch 4, batch 26250, giga_loss[loss=0.2135, simple_loss=0.2787, pruned_loss=0.07418, over 12414.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04642, over 31.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3356, pruned_loss=0.0982, over 2474968.00 frames. utt_duration=469 frames, utt_pad_proportion=0.0776, over 21175.23 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3272, pruned_loss=0.09247, over 2466305.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.06267, over 8017.86 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3364, pruned_loss=0.09867, over 2476798.06 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07818, over 23012.70 utterances.], batch size: 31, lr: 6.41e-04
2022-08-22 15:01:36,677 INFO [train.py:927] (3/8) Epoch 4, batch 26300, giga_loss[loss=0.3478, simple_loss=0.3779, pruned_loss=0.1589, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3337, pruned_loss=0.09831, over 2475776.16 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07973, over 21072.44 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.326, pruned_loss=0.09183, over 2466795.58 frames. utt_duration=1237 frames, utt_pad_proportion=0.06123, over 7985.06 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3358, pruned_loss=0.09951, over 2477216.68 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08072, over 23180.40 utterances.], batch size: 258, lr: 6.41e-04
2022-08-22 15:03:17,264 INFO [train.py:927] (3/8) Epoch 4, batch 26350, giga_loss[loss=0.2437, simple_loss=0.3207, pruned_loss=0.08334, over 12360.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3342, pruned_loss=0.09977, over 2475758.83 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08039, over 21914.81 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3265, pruned_loss=0.0924, over 2466833.67 frames. utt_duration=1213 frames, utt_pad_proportion=0.06774, over 8143.73 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3356, pruned_loss=0.1004, over 2477022.54 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07949, over 23683.42 utterances.], batch size: 58, lr: 6.41e-04
2022-08-22 15:04:44,417 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-22 15:07:12,205 INFO [train.py:927] (3/8) Epoch 5, batch 50, giga_loss[loss=0.2237, simple_loss=0.3187, pruned_loss=0.06438, over 12333.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03003, over 66.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3353, pruned_loss=0.08476, over 548790.23 frames. utt_duration=542 frames, utt_pad_proportion=0.06024, over 4061.44 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3029, pruned_loss=0.06617, over 97127.23 frames. utt_duration=1378 frames, utt_pad_proportion=0.01814, over 282.33 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3414, pruned_loss=0.08823, over 470111.66 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06277, over 3870.04 utterances.], batch size: 66, lr: 6.31e-04
2022-08-22 15:08:55,525 INFO [train.py:927] (3/8) Epoch 5, batch 100, giga_loss[loss=0.2034, simple_loss=0.279, pruned_loss=0.06392, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03312, over 42.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3115, pruned_loss=0.07454, over 975518.17 frames. utt_duration=551.6 frames, utt_pad_proportion=0.07246, over 7092.76 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3099, pruned_loss=0.06834, over 144197.91 frames. utt_duration=1301 frames, utt_pad_proportion=0.03711, over 443.77 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3119, pruned_loss=0.07543, over 882788.75 frames. utt_duration=514.2 frames, utt_pad_proportion=0.07375, over 6886.37 utterances.], batch size: 42, lr: 6.31e-04
2022-08-22 15:10:37,421 INFO [train.py:927] (3/8) Epoch 5, batch 150, giga_loss[loss=0.2367, simple_loss=0.3002, pruned_loss=0.08665, over 12403.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05066, over 161.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2977, pruned_loss=0.0685, over 1307676.65 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06671, over 9391.87 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3146, pruned_loss=0.06996, over 224369.33 frames. utt_duration=1339 frames, utt_pad_proportion=0.02869, over 670.77 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2957, pruned_loss=0.06845, over 1191414.57 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06868, over 9272.95 utterances.], batch size: 161, lr: 6.30e-04
2022-08-22 15:12:14,892 INFO [train.py:927] (3/8) Epoch 5, batch 200, giga_loss[loss=0.1919, simple_loss=0.2679, pruned_loss=0.05794, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03335, over 43.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2866, pruned_loss=0.06373, over 1566411.82 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06305, over 11293.15 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.312, pruned_loss=0.06872, over 312723.20 frames. utt_duration=1233 frames, utt_pad_proportion=0.04887, over 1016.13 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2836, pruned_loss=0.06334, over 1435161.18 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06379, over 11217.19 utterances.], batch size: 43, lr: 6.30e-04
2022-08-22 15:13:56,142 INFO [train.py:927] (3/8) Epoch 5, batch 250, giga_loss[loss=0.1838, simple_loss=0.2666, pruned_loss=0.0505, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02642, over 48.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2803, pruned_loss=0.06164, over 1766848.37 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06971, over 12923.25 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3086, pruned_loss=0.06758, over 366006.63 frames. utt_duration=1262 frames, utt_pad_proportion=0.04321, over 1161.13 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2774, pruned_loss=0.06126, over 1644372.03 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07092, over 12989.05 utterances.], batch size: 48, lr: 6.30e-04
2022-08-22 15:15:36,286 INFO [train.py:927] (3/8) Epoch 5, batch 300, giga_loss[loss=0.182, simple_loss=0.2523, pruned_loss=0.05589, over 12379.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03978, over 113.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2767, pruned_loss=0.06071, over 1923572.75 frames. utt_duration=524.7 frames, utt_pad_proportion=0.07322, over 14706.12 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.308, pruned_loss=0.06909, over 428385.46 frames. utt_duration=1307 frames, utt_pad_proportion=0.03898, over 1312.34 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2734, pruned_loss=0.0598, over 1808589.38 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07479, over 14982.76 utterances.], batch size: 113, lr: 6.30e-04
2022-08-22 15:17:17,081 INFO [train.py:927] (3/8) Epoch 5, batch 350, giga_loss[loss=0.1714, simple_loss=0.2394, pruned_loss=0.05169, over 12357.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.03599, over 37.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2732, pruned_loss=0.059, over 2045551.89 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07353, over 16269.11 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3074, pruned_loss=0.06895, over 458586.96 frames. utt_duration=1319 frames, utt_pad_proportion=0.03766, over 1392.23 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2702, pruned_loss=0.05814, over 1948499.17 frames. utt_duration=470.9 frames, utt_pad_proportion=0.0749, over 16602.88 utterances.], batch size: 37, lr: 6.30e-04
2022-08-22 15:18:54,544 INFO [train.py:927] (3/8) Epoch 5, batch 400, libri_loss[loss=0.2396, simple_loss=0.3259, pruned_loss=0.07665, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007266, over 37.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2708, pruned_loss=0.05755, over 2139373.72 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07192, over 16539.59 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3044, pruned_loss=0.06816, over 575012.55 frames. utt_duration=1304 frames, utt_pad_proportion=0.05082, over 1766.00 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2667, pruned_loss=0.0563, over 2039674.88 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07277, over 17308.90 utterances.], batch size: 37, lr: 6.30e-04
2022-08-22 15:20:34,099 INFO [train.py:927] (3/8) Epoch 5, batch 450, giga_loss[loss=0.1451, simple_loss=0.2197, pruned_loss=0.03524, over 12420.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04963, over 34.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2656, pruned_loss=0.05483, over 2213407.04 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06579, over 16426.34 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3051, pruned_loss=0.0686, over 603193.06 frames. utt_duration=1302 frames, utt_pad_proportion=0.04846, over 1855.06 utterances.], giga_tot_loss[loss=0.1843, simple_loss=0.2616, pruned_loss=0.05351, over 2130822.96 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06704, over 17144.25 utterances.], batch size: 34, lr: 6.30e-04
2022-08-22 15:22:15,711 INFO [train.py:927] (3/8) Epoch 5, batch 500, giga_loss[loss=0.2638, simple_loss=0.3199, pruned_loss=0.1038, over 12342.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2679, pruned_loss=0.05608, over 2271500.31 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06469, over 17021.68 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3051, pruned_loss=0.06832, over 658513.07 frames. utt_duration=1323 frames, utt_pad_proportion=0.04525, over 1993.77 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2636, pruned_loss=0.05474, over 2199182.71 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06617, over 17890.33 utterances.], batch size: 365, lr: 6.29e-04
2022-08-22 15:24:02,107 INFO [train.py:927] (3/8) Epoch 5, batch 550, giga_loss[loss=0.2546, simple_loss=0.3376, pruned_loss=0.08577, over 12369.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02675, over 66.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2815, pruned_loss=0.06298, over 2316583.68 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06328, over 17384.37 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3052, pruned_loss=0.06849, over 685219.55 frames. utt_duration=1327 frames, utt_pad_proportion=0.0433, over 2067.48 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2781, pruned_loss=0.06198, over 2257432.84 frames. utt_duration=497.1 frames, utt_pad_proportion=0.0648, over 18220.06 utterances.], batch size: 66, lr: 6.29e-04
2022-08-22 15:25:41,486 INFO [train.py:927] (3/8) Epoch 5, batch 600, giga_loss[loss=0.2345, simple_loss=0.3186, pruned_loss=0.07516, over 12430.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03999, over 31.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2917, pruned_loss=0.06685, over 2351518.88 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06119, over 17088.08 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3068, pruned_loss=0.069, over 763970.58 frames. utt_duration=1294 frames, utt_pad_proportion=0.05486, over 2364.04 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.288, pruned_loss=0.06586, over 2297862.05 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06146, over 18125.36 utterances.], batch size: 31, lr: 6.29e-04
2022-08-22 15:27:23,023 INFO [train.py:927] (3/8) Epoch 5, batch 650, giga_loss[loss=0.2305, simple_loss=0.3219, pruned_loss=0.06955, over 12460.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03397, over 98.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2962, pruned_loss=0.068, over 2378828.06 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06647, over 17926.91 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3069, pruned_loss=0.0691, over 814334.64 frames. utt_duration=1265 frames, utt_pad_proportion=0.06475, over 2577.90 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2929, pruned_loss=0.06717, over 2333134.03 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06545, over 18977.56 utterances.], batch size: 98, lr: 6.29e-04
2022-08-22 15:29:05,831 INFO [train.py:927] (3/8) Epoch 5, batch 700, giga_loss[loss=0.2765, simple_loss=0.3402, pruned_loss=0.1064, over 12401.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07347, over 212.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3, pruned_loss=0.07017, over 2399763.20 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06398, over 18036.24 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3059, pruned_loss=0.0689, over 846982.18 frames. utt_duration=1265 frames, utt_pad_proportion=0.06439, over 2681.50 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2976, pruned_loss=0.06959, over 2362264.13 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06337, over 19053.80 utterances.], batch size: 212, lr: 6.29e-04
2022-08-22 15:30:49,134 INFO [train.py:927] (3/8) Epoch 5, batch 750, giga_loss[loss=0.2694, simple_loss=0.3575, pruned_loss=0.09059, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03184, over 42.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3048, pruned_loss=0.07295, over 2415485.57 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06602, over 17538.87 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3061, pruned_loss=0.06921, over 870822.20 frames. utt_duration=1272 frames, utt_pad_proportion=0.06225, over 2741.96 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3029, pruned_loss=0.07247, over 2385399.53 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06573, over 18494.17 utterances.], batch size: 42, lr: 6.29e-04
2022-08-22 15:32:30,686 INFO [train.py:927] (3/8) Epoch 5, batch 800, giga_loss[loss=0.2239, simple_loss=0.3162, pruned_loss=0.06577, over 12413.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02791, over 58.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3106, pruned_loss=0.07492, over 2428257.52 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06291, over 17480.75 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.309, pruned_loss=0.06993, over 910403.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05993, over 2861.12 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3081, pruned_loss=0.07443, over 2403168.49 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06317, over 18478.70 utterances.], batch size: 58, lr: 6.28e-04
2022-08-22 15:34:12,080 INFO [train.py:927] (3/8) Epoch 5, batch 850, giga_loss[loss=0.2662, simple_loss=0.348, pruned_loss=0.09214, over 12352.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03032, over 85.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3122, pruned_loss=0.0745, over 2437974.49 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06169, over 16891.20 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3089, pruned_loss=0.06945, over 949087.16 frames. utt_duration=1284 frames, utt_pad_proportion=0.05731, over 2959.72 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3104, pruned_loss=0.07441, over 2417057.37 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06243, over 17924.41 utterances.], batch size: 85, lr: 6.28e-04
2022-08-22 15:35:53,138 INFO [train.py:927] (3/8) Epoch 5, batch 900, giga_loss[loss=0.2579, simple_loss=0.3356, pruned_loss=0.09014, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02728, over 66.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3127, pruned_loss=0.0742, over 2445550.74 frames. utt_duration=578 frames, utt_pad_proportion=0.06027, over 16968.26 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3085, pruned_loss=0.06926, over 964125.52 frames. utt_duration=1290 frames, utt_pad_proportion=0.0563, over 2994.02 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3114, pruned_loss=0.07423, over 2428965.28 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06107, over 17865.64 utterances.], batch size: 66, lr: 6.28e-04
2022-08-22 15:37:38,497 INFO [train.py:927] (3/8) Epoch 5, batch 950, giga_loss[loss=0.2314, simple_loss=0.3113, pruned_loss=0.07573, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3146, pruned_loss=0.07701, over 2450673.20 frames. utt_duration=575 frames, utt_pad_proportion=0.06263, over 17091.70 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3086, pruned_loss=0.0691, over 993996.89 frames. utt_duration=1296 frames, utt_pad_proportion=0.05441, over 3070.57 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3137, pruned_loss=0.0772, over 2437139.34 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06347, over 17981.64 utterances.], batch size: 34, lr: 6.28e-04
2022-08-22 15:39:20,776 INFO [train.py:927] (3/8) Epoch 5, batch 1000, giga_loss[loss=0.2167, simple_loss=0.2894, pruned_loss=0.07202, over 12178.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04268, over 28.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3151, pruned_loss=0.0789, over 2454779.75 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06337, over 17297.72 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3084, pruned_loss=0.06939, over 1016125.42 frames. utt_duration=1305 frames, utt_pad_proportion=0.053, over 3119.25 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3146, pruned_loss=0.07907, over 2443785.47 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06423, over 18139.43 utterances.], batch size: 28, lr: 6.28e-04
2022-08-22 15:41:00,722 INFO [train.py:927] (3/8) Epoch 5, batch 1050, giga_loss[loss=0.2527, simple_loss=0.3222, pruned_loss=0.09159, over 12297.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03705, over 51.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.07835, over 2459213.44 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06334, over 16656.80 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3076, pruned_loss=0.06934, over 1094411.20 frames. utt_duration=1281 frames, utt_pad_proportion=0.05885, over 3421.83 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07899, over 2449250.63 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06331, over 17756.38 utterances.], batch size: 51, lr: 6.28e-04
2022-08-22 15:42:44,577 INFO [train.py:927] (3/8) Epoch 5, batch 1100, giga_loss[loss=0.2115, simple_loss=0.2841, pruned_loss=0.06946, over 12121.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04438, over 33.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3128, pruned_loss=0.07796, over 2462005.66 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06499, over 17109.26 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3077, pruned_loss=0.06954, over 1128290.53 frames. utt_duration=1288 frames, utt_pad_proportion=0.05632, over 3509.37 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07858, over 2454015.50 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06538, over 18219.28 utterances.], batch size: 33, lr: 6.28e-04
2022-08-22 15:44:36,826 INFO [train.py:927] (3/8) Epoch 5, batch 1150, giga_loss[loss=0.2198, simple_loss=0.2994, pruned_loss=0.07013, over 12457.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03497, over 123.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3097, pruned_loss=0.07624, over 2464964.95 frames. utt_duration=569 frames, utt_pad_proportion=0.06579, over 17372.80 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3085, pruned_loss=0.06981, over 1161531.39 frames. utt_duration=1287 frames, utt_pad_proportion=0.05439, over 3613.57 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3096, pruned_loss=0.07679, over 2458432.50 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06651, over 18485.40 utterances.], batch size: 123, lr: 6.27e-04
2022-08-22 15:46:20,839 INFO [train.py:927] (3/8) Epoch 5, batch 1200, giga_loss[loss=0.2053, simple_loss=0.2746, pruned_loss=0.06798, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03558, over 28.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3051, pruned_loss=0.07402, over 2466532.58 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06829, over 18099.98 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3087, pruned_loss=0.06984, over 1193757.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.05418, over 3733.18 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3049, pruned_loss=0.07455, over 2461384.37 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06894, over 19217.72 utterances.], batch size: 28, lr: 6.27e-04
2022-08-22 15:48:03,525 INFO [train.py:927] (3/8) Epoch 5, batch 1250, giga_loss[loss=0.234, simple_loss=0.3101, pruned_loss=0.07895, over 12368.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0358, over 122.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3044, pruned_loss=0.0741, over 2468393.56 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06766, over 18415.12 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.308, pruned_loss=0.06992, over 1237697.34 frames. utt_duration=1293 frames, utt_pad_proportion=0.05161, over 3832.82 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3045, pruned_loss=0.07463, over 2464214.09 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06883, over 19685.83 utterances.], batch size: 122, lr: 6.27e-04
2022-08-22 15:49:45,189 INFO [train.py:927] (3/8) Epoch 5, batch 1300, libri_loss[loss=0.1907, simple_loss=0.2777, pruned_loss=0.05183, over 12180.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006985, over 33.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3024, pruned_loss=0.07305, over 2469309.29 frames. utt_duration=553.3 frames, utt_pad_proportion=0.0651, over 17899.66 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3083, pruned_loss=0.0701, over 1274124.95 frames. utt_duration=1280 frames, utt_pad_proportion=0.05126, over 3985.87 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3021, pruned_loss=0.07349, over 2466019.47 frames. utt_duration=516 frames, utt_pad_proportion=0.06646, over 19171.13 utterances.], batch size: 33, lr: 6.27e-04
2022-08-22 15:51:27,600 INFO [train.py:927] (3/8) Epoch 5, batch 1350, giga_loss[loss=0.209, simple_loss=0.2842, pruned_loss=0.06694, over 12421.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03713, over 105.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.299, pruned_loss=0.07158, over 2470164.22 frames. utt_duration=578 frames, utt_pad_proportion=0.06223, over 17137.87 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3079, pruned_loss=0.06947, over 1303658.93 frames. utt_duration=1284 frames, utt_pad_proportion=0.04976, over 4065.55 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.2988, pruned_loss=0.07228, over 2467581.13 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06397, over 18378.67 utterances.], batch size: 105, lr: 6.27e-04
2022-08-22 15:53:10,161 INFO [train.py:927] (3/8) Epoch 5, batch 1400, giga_loss[loss=0.2382, simple_loss=0.3026, pruned_loss=0.08688, over 12374.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2951, pruned_loss=0.07005, over 2469965.90 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05744, over 16267.18 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3084, pruned_loss=0.06986, over 1321092.07 frames. utt_duration=1280 frames, utt_pad_proportion=0.04935, over 4134.18 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2946, pruned_loss=0.07044, over 2467899.26 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05934, over 17354.32 utterances.], batch size: 51, lr: 6.27e-04
2022-08-22 15:54:50,925 INFO [train.py:927] (3/8) Epoch 5, batch 1450, libri_loss[loss=0.2281, simple_loss=0.312, pruned_loss=0.07215, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01007, over 39.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2928, pruned_loss=0.0693, over 2470146.90 frames. utt_duration=614.6 frames, utt_pad_proportion=0.06012, over 16114.50 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3086, pruned_loss=0.07017, over 1371846.21 frames. utt_duration=1253 frames, utt_pad_proportion=0.05677, over 4386.31 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2916, pruned_loss=0.06945, over 2468367.48 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05998, over 17255.73 utterances.], batch size: 39, lr: 6.27e-04
2022-08-22 15:56:30,850 INFO [train.py:927] (3/8) Epoch 5, batch 1500, giga_loss[loss=0.1824, simple_loss=0.2607, pruned_loss=0.05209, over 12408.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04189, over 26.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2909, pruned_loss=0.06832, over 2470912.09 frames. utt_duration=632.2 frames, utt_pad_proportion=0.05998, over 15670.16 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3082, pruned_loss=0.06992, over 1430660.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.05485, over 4578.26 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2893, pruned_loss=0.06851, over 2469586.24 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06053, over 17023.32 utterances.], batch size: 26, lr: 6.26e-04
2022-08-22 15:58:14,558 INFO [train.py:927] (3/8) Epoch 5, batch 1550, giga_loss[loss=0.2274, simple_loss=0.2897, pruned_loss=0.0826, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02995, over 58.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2887, pruned_loss=0.06739, over 2471757.71 frames. utt_duration=650.9 frames, utt_pad_proportion=0.05646, over 15224.48 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3075, pruned_loss=0.0696, over 1456532.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.05319, over 4625.32 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2874, pruned_loss=0.06765, over 2470599.25 frames. utt_duration=600.2 frames, utt_pad_proportion=0.0576, over 16506.54 utterances.], batch size: 58, lr: 6.26e-04
2022-08-22 15:59:59,032 INFO [train.py:927] (3/8) Epoch 5, batch 1600, libri_loss[loss=0.1845, simple_loss=0.2653, pruned_loss=0.05186, over 12397.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007419, over 30.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2915, pruned_loss=0.06907, over 2472509.07 frames. utt_duration=648.2 frames, utt_pad_proportion=0.05352, over 15291.81 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3069, pruned_loss=0.06934, over 1471633.38 frames. utt_duration=1268 frames, utt_pad_proportion=0.05241, over 4646.82 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2906, pruned_loss=0.06943, over 2471654.79 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05483, over 16440.34 utterances.], batch size: 30, lr: 6.26e-04
2022-08-22 16:01:45,600 INFO [train.py:927] (3/8) Epoch 5, batch 1650, giga_loss[loss=0.2441, simple_loss=0.3261, pruned_loss=0.08106, over 12443.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03749, over 123.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.2981, pruned_loss=0.0729, over 2473242.20 frames. utt_duration=604.6 frames, utt_pad_proportion=0.06012, over 16402.37 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3065, pruned_loss=0.06904, over 1496557.12 frames. utt_duration=1267 frames, utt_pad_proportion=0.05214, over 4729.92 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.2973, pruned_loss=0.07338, over 2472425.25 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06085, over 17495.13 utterances.], batch size: 123, lr: 6.26e-04
2022-08-22 16:03:24,913 INFO [train.py:927] (3/8) Epoch 5, batch 1700, giga_loss[loss=0.2691, simple_loss=0.3419, pruned_loss=0.09814, over 12417.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04288, over 146.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3045, pruned_loss=0.0754, over 2473392.49 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06254, over 16588.71 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3074, pruned_loss=0.06933, over 1539551.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.05749, over 4947.56 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3031, pruned_loss=0.07582, over 2472821.04 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06185, over 17744.35 utterances.], batch size: 146, lr: 6.26e-04
2022-08-22 16:05:06,170 INFO [train.py:927] (3/8) Epoch 5, batch 1750, giga_loss[loss=0.2281, simple_loss=0.3093, pruned_loss=0.07349, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0445, over 34.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3106, pruned_loss=0.07909, over 2473447.44 frames. utt_duration=540.5 frames, utt_pad_proportion=0.07718, over 18356.83 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3067, pruned_loss=0.06909, over 1557931.62 frames. utt_duration=1254 frames, utt_pad_proportion=0.05644, over 4975.40 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.31, pruned_loss=0.0797, over 2473129.24 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07624, over 19472.79 utterances.], batch size: 34, lr: 6.26e-04
2022-08-22 16:06:45,799 INFO [train.py:927] (3/8) Epoch 5, batch 1800, giga_loss[loss=0.2306, simple_loss=0.301, pruned_loss=0.08007, over 12336.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3099, pruned_loss=0.07781, over 2473341.25 frames. utt_duration=511.3 frames, utt_pad_proportion=0.07667, over 19405.98 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3063, pruned_loss=0.06901, over 1580290.96 frames. utt_duration=1260 frames, utt_pad_proportion=0.05499, over 5024.49 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3097, pruned_loss=0.07856, over 2473362.77 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07641, over 20567.62 utterances.], batch size: 365, lr: 6.26e-04
2022-08-22 16:08:28,688 INFO [train.py:927] (3/8) Epoch 5, batch 1850, giga_loss[loss=0.2261, simple_loss=0.3116, pruned_loss=0.07034, over 12335.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03064, over 66.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3093, pruned_loss=0.07637, over 2473452.48 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07484, over 18975.48 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3066, pruned_loss=0.06916, over 1589015.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05482, over 5057.21 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.309, pruned_loss=0.07694, over 2473652.65 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07483, over 19992.55 utterances.], batch size: 66, lr: 6.25e-04
2022-08-22 16:10:10,772 INFO [train.py:927] (3/8) Epoch 5, batch 1900, giga_loss[loss=0.222, simple_loss=0.3085, pruned_loss=0.06772, over 12209.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04076, over 28.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3115, pruned_loss=0.0774, over 2473385.09 frames. utt_duration=534.1 frames, utt_pad_proportion=0.07134, over 18576.59 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3065, pruned_loss=0.06918, over 1602060.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05382, over 5090.21 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3113, pruned_loss=0.07794, over 2473671.18 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07182, over 19537.51 utterances.], batch size: 28, lr: 6.25e-04
2022-08-22 16:11:55,876 INFO [train.py:927] (3/8) Epoch 5, batch 1950, giga_loss[loss=0.241, simple_loss=0.3213, pruned_loss=0.08033, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07871, over 2473388.47 frames. utt_duration=547.4 frames, utt_pad_proportion=0.07143, over 18124.65 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3069, pruned_loss=0.06922, over 1631851.92 frames. utt_duration=1263 frames, utt_pad_proportion=0.05175, over 5173.67 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3132, pruned_loss=0.07939, over 2473821.92 frames. utt_duration=516 frames, utt_pad_proportion=0.07254, over 19231.71 utterances.], batch size: 75, lr: 6.25e-04
2022-08-22 16:13:39,276 INFO [train.py:927] (3/8) Epoch 5, batch 2000, giga_loss[loss=0.2311, simple_loss=0.309, pruned_loss=0.07657, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02945, over 55.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3156, pruned_loss=0.08082, over 2473112.43 frames. utt_duration=539.7 frames, utt_pad_proportion=0.07146, over 18378.95 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3072, pruned_loss=0.06944, over 1640138.32 frames. utt_duration=1265 frames, utt_pad_proportion=0.05114, over 5193.87 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3153, pruned_loss=0.08133, over 2473553.08 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07256, over 19357.48 utterances.], batch size: 55, lr: 6.25e-04
2022-08-22 16:15:20,773 INFO [train.py:927] (3/8) Epoch 5, batch 2050, giga_loss[loss=0.2223, simple_loss=0.3161, pruned_loss=0.0643, over 12187.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04043, over 28.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3175, pruned_loss=0.08077, over 2473313.48 frames. utt_duration=554.9 frames, utt_pad_proportion=0.07133, over 17877.71 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3078, pruned_loss=0.06956, over 1664935.51 frames. utt_duration=1270 frames, utt_pad_proportion=0.04988, over 5248.24 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3172, pruned_loss=0.08142, over 2473558.35 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07277, over 18963.74 utterances.], batch size: 28, lr: 6.25e-04
2022-08-22 16:17:04,188 INFO [train.py:927] (3/8) Epoch 5, batch 2100, giga_loss[loss=0.2156, simple_loss=0.2941, pruned_loss=0.06859, over 12376.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03073, over 58.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3176, pruned_loss=0.08019, over 2472194.91 frames. utt_duration=582.9 frames, utt_pad_proportion=0.067, over 17009.74 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3078, pruned_loss=0.06957, over 1700241.88 frames. utt_duration=1279 frames, utt_pad_proportion=0.04758, over 5323.22 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3178, pruned_loss=0.08119, over 2472733.33 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06939, over 18339.56 utterances.], batch size: 58, lr: 6.25e-04
2022-08-22 16:18:46,020 INFO [train.py:927] (3/8) Epoch 5, batch 2150, giga_loss[loss=0.2389, simple_loss=0.3184, pruned_loss=0.07963, over 12382.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04116, over 133.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3159, pruned_loss=0.07994, over 2471997.79 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06332, over 16926.05 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3075, pruned_loss=0.06952, over 1715455.44 frames. utt_duration=1280 frames, utt_pad_proportion=0.04714, over 5366.39 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3164, pruned_loss=0.08094, over 2472520.11 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06571, over 18139.92 utterances.], batch size: 133, lr: 6.25e-04
2022-08-22 16:20:31,725 INFO [train.py:927] (3/8) Epoch 5, batch 2200, giga_loss[loss=0.2461, simple_loss=0.324, pruned_loss=0.08409, over 12434.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04125, over 146.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3143, pruned_loss=0.079, over 2471976.27 frames. utt_duration=619.5 frames, utt_pad_proportion=0.05936, over 16000.90 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3077, pruned_loss=0.06955, over 1730462.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.04635, over 5421.74 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3147, pruned_loss=0.07996, over 2472395.74 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06197, over 17118.17 utterances.], batch size: 146, lr: 6.24e-04
2022-08-22 16:22:13,039 INFO [train.py:927] (3/8) Epoch 5, batch 2250, giga_loss[loss=0.2088, simple_loss=0.2911, pruned_loss=0.06325, over 12324.00 frames. utt_duration=914.2 frames, utt_pad_proportion=0.02329, over 54.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3143, pruned_loss=0.0786, over 2471746.35 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05755, over 15768.39 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3079, pruned_loss=0.06969, over 1741710.42 frames. utt_duration=1281 frames, utt_pad_proportion=0.04558, over 5445.31 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3147, pruned_loss=0.0794, over 2471909.78 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06002, over 16764.86 utterances.], batch size: 54, lr: 6.24e-04
2022-08-22 16:23:57,301 INFO [train.py:927] (3/8) Epoch 5, batch 2300, giga_loss[loss=0.2421, simple_loss=0.3146, pruned_loss=0.08481, over 12414.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03954, over 105.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3149, pruned_loss=0.07902, over 2471402.12 frames. utt_duration=630.5 frames, utt_pad_proportion=0.05826, over 15715.71 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3078, pruned_loss=0.0699, over 1759846.95 frames. utt_duration=1278 frames, utt_pad_proportion=0.04625, over 5515.67 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3153, pruned_loss=0.07973, over 2471458.19 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06014, over 16688.12 utterances.], batch size: 105, lr: 6.24e-04
2022-08-22 16:25:40,232 INFO [train.py:927] (3/8) Epoch 5, batch 2350, giga_loss[loss=0.2346, simple_loss=0.3162, pruned_loss=0.07655, over 12396.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3133, pruned_loss=0.07808, over 2471756.82 frames. utt_duration=643.2 frames, utt_pad_proportion=0.05494, over 15407.69 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3069, pruned_loss=0.06927, over 1794335.80 frames. utt_duration=1290 frames, utt_pad_proportion=0.04398, over 5569.46 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07951, over 2472100.04 frames. utt_duration=596.9 frames, utt_pad_proportion=0.05758, over 16606.87 utterances.], batch size: 146, lr: 6.24e-04
2022-08-22 16:27:24,216 INFO [train.py:927] (3/8) Epoch 5, batch 2400, libri_loss[loss=0.2555, simple_loss=0.3352, pruned_loss=0.0879, over 12435.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03574, over 46.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3115, pruned_loss=0.07715, over 2471523.21 frames. utt_duration=637.9 frames, utt_pad_proportion=0.0598, over 15534.34 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3069, pruned_loss=0.06925, over 1814243.35 frames. utt_duration=1295 frames, utt_pad_proportion=0.04302, over 5609.95 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3127, pruned_loss=0.07852, over 2471952.71 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06201, over 16727.75 utterances.], batch size: 46, lr: 6.24e-04
2022-08-22 16:29:06,649 INFO [train.py:927] (3/8) Epoch 5, batch 2450, giga_loss[loss=0.2335, simple_loss=0.2992, pruned_loss=0.08391, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.311, pruned_loss=0.07731, over 2471220.54 frames. utt_duration=638.9 frames, utt_pad_proportion=0.0616, over 15507.56 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3078, pruned_loss=0.06981, over 1830485.15 frames. utt_duration=1281 frames, utt_pad_proportion=0.04772, over 5724.19 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3114, pruned_loss=0.07821, over 2471578.02 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06215, over 16587.38 utterances.], batch size: 62, lr: 6.24e-04
2022-08-22 16:30:46,584 INFO [train.py:927] (3/8) Epoch 5, batch 2500, giga_loss[loss=0.191, simple_loss=0.2707, pruned_loss=0.05568, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03449, over 28.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3076, pruned_loss=0.07585, over 2472483.10 frames. utt_duration=639.4 frames, utt_pad_proportion=0.06179, over 15504.35 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3074, pruned_loss=0.06966, over 1849650.68 frames. utt_duration=1269 frames, utt_pad_proportion=0.05288, over 5835.04 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3082, pruned_loss=0.07687, over 2472607.74 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06092, over 16532.42 utterances.], batch size: 28, lr: 6.24e-04
2022-08-22 16:32:27,568 INFO [train.py:927] (3/8) Epoch 5, batch 2550, giga_loss[loss=0.2124, simple_loss=0.2798, pruned_loss=0.07248, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03916, over 37.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3045, pruned_loss=0.07446, over 2473054.62 frames. utt_duration=631.5 frames, utt_pad_proportion=0.06329, over 15702.92 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3075, pruned_loss=0.06965, over 1859093.52 frames. utt_duration=1272 frames, utt_pad_proportion=0.05211, over 5851.48 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.305, pruned_loss=0.07534, over 2473026.91 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06279, over 16625.22 utterances.], batch size: 37, lr: 6.23e-04
2022-08-22 16:34:08,201 INFO [train.py:927] (3/8) Epoch 5, batch 2600, giga_loss[loss=0.2403, simple_loss=0.3306, pruned_loss=0.07501, over 12413.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0428, over 146.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3059, pruned_loss=0.07378, over 2472861.20 frames. utt_duration=620.8 frames, utt_pad_proportion=0.06193, over 15970.59 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3102, pruned_loss=0.06966, over 1876658.58 frames. utt_duration=1280 frames, utt_pad_proportion=0.05091, over 5869.75 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3043, pruned_loss=0.0746, over 2473407.82 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06211, over 16967.70 utterances.], batch size: 146, lr: 6.23e-04
2022-08-22 16:35:50,563 INFO [train.py:927] (3/8) Epoch 5, batch 2650, giga_loss[loss=0.2435, simple_loss=0.3211, pruned_loss=0.08295, over 12456.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0405, over 114.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3064, pruned_loss=0.07385, over 2473127.52 frames. utt_duration=599 frames, utt_pad_proportion=0.06168, over 16557.10 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3107, pruned_loss=0.06982, over 1882763.69 frames. utt_duration=1281 frames, utt_pad_proportion=0.05037, over 5885.02 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3048, pruned_loss=0.07443, over 2473431.92 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06201, over 17409.79 utterances.], batch size: 114, lr: 6.23e-04
2022-08-22 16:37:33,532 INFO [train.py:927] (3/8) Epoch 5, batch 2700, giga_loss[loss=0.2058, simple_loss=0.2825, pruned_loss=0.06451, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03273, over 42.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.306, pruned_loss=0.07307, over 2472673.40 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06529, over 17210.44 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3113, pruned_loss=0.06994, over 1888694.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.04986, over 5898.15 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3043, pruned_loss=0.07348, over 2472879.38 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06557, over 17962.32 utterances.], batch size: 42, lr: 6.23e-04
2022-08-22 16:39:16,624 INFO [train.py:927] (3/8) Epoch 5, batch 2750, giga_loss[loss=0.1883, simple_loss=0.2741, pruned_loss=0.05128, over 12349.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03273, over 51.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3062, pruned_loss=0.07339, over 2472754.47 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06317, over 16924.29 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3118, pruned_loss=0.07031, over 1908950.82 frames. utt_duration=1287 frames, utt_pad_proportion=0.04809, over 5942.06 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3043, pruned_loss=0.07356, over 2472815.97 frames. utt_duration=556 frames, utt_pad_proportion=0.06421, over 17838.10 utterances.], batch size: 51, lr: 6.23e-04
2022-08-22 16:40:59,256 INFO [train.py:927] (3/8) Epoch 5, batch 2800, giga_loss[loss=0.2393, simple_loss=0.3185, pruned_loss=0.08007, over 12367.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0356, over 122.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.306, pruned_loss=0.07334, over 2472084.96 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05965, over 16683.21 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3112, pruned_loss=0.07027, over 1922530.98 frames. utt_duration=1294 frames, utt_pad_proportion=0.04704, over 5949.40 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3048, pruned_loss=0.07357, over 2472431.64 frames. utt_duration=562 frames, utt_pad_proportion=0.06108, over 17644.57 utterances.], batch size: 122, lr: 6.23e-04
2022-08-22 16:42:41,177 INFO [train.py:927] (3/8) Epoch 5, batch 2850, giga_loss[loss=0.2352, simple_loss=0.3172, pruned_loss=0.07658, over 12433.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03525, over 86.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.309, pruned_loss=0.07488, over 2472416.39 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05819, over 16943.04 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3109, pruned_loss=0.07028, over 1943824.95 frames. utt_duration=1287 frames, utt_pad_proportion=0.05093, over 6047.16 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3082, pruned_loss=0.0752, over 2472986.28 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05839, over 18016.61 utterances.], batch size: 86, lr: 6.22e-04
2022-08-22 16:44:21,498 INFO [train.py:927] (3/8) Epoch 5, batch 2900, giga_loss[loss=0.2534, simple_loss=0.3382, pruned_loss=0.0843, over 12388.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02954, over 58.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3102, pruned_loss=0.07531, over 2472919.68 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05523, over 16514.11 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3112, pruned_loss=0.07087, over 1964198.24 frames. utt_duration=1294 frames, utt_pad_proportion=0.04902, over 6079.47 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3093, pruned_loss=0.07533, over 2473779.41 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05625, over 17740.78 utterances.], batch size: 58, lr: 6.22e-04
2022-08-22 16:46:04,183 INFO [train.py:927] (3/8) Epoch 5, batch 2950, giga_loss[loss=0.1889, simple_loss=0.2701, pruned_loss=0.05388, over 12462.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03911, over 31.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.07601, over 2472713.89 frames. utt_duration=577 frames, utt_pad_proportion=0.05699, over 17186.33 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3113, pruned_loss=0.07093, over 1966811.25 frames. utt_duration=1294 frames, utt_pad_proportion=0.04877, over 6088.08 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.076, over 2473330.52 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05775, over 18180.16 utterances.], batch size: 31, lr: 6.22e-04
2022-08-22 16:47:44,426 INFO [train.py:927] (3/8) Epoch 5, batch 3000, giga_loss[loss=0.203, simple_loss=0.2876, pruned_loss=0.05921, over 12447.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03606, over 86.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07549, over 2473217.73 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05629, over 17145.92 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3115, pruned_loss=0.07085, over 1979268.74 frames. utt_duration=1301 frames, utt_pad_proportion=0.0478, over 6093.71 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3088, pruned_loss=0.07567, over 2473783.28 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0573, over 18185.99 utterances.], batch size: 86, lr: 6.22e-04
2022-08-22 16:47:44,427 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 16:47:57,666 INFO [train.py:967] (3/8) Epoch 5, validation: loss=0.1969, simple_loss=0.3038, pruned_loss=0.04496, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 16:49:36,100 INFO [train.py:927] (3/8) Epoch 5, batch 3050, giga_loss[loss=0.2275, simple_loss=0.3139, pruned_loss=0.07053, over 12350.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3083, pruned_loss=0.07481, over 2472709.69 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06027, over 17908.38 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3115, pruned_loss=0.07097, over 1993350.24 frames. utt_duration=1298 frames, utt_pad_proportion=0.04771, over 6150.99 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3076, pruned_loss=0.07499, over 2473660.73 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06096, over 18988.48 utterances.], batch size: 97, lr: 6.22e-04
2022-08-22 16:51:13,436 INFO [train.py:927] (3/8) Epoch 5, batch 3100, giga_loss[loss=0.2419, simple_loss=0.313, pruned_loss=0.08538, over 12342.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03352, over 97.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.309, pruned_loss=0.07409, over 2473280.24 frames. utt_duration=558.3 frames, utt_pad_proportion=0.0584, over 17768.66 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3113, pruned_loss=0.07099, over 2004733.72 frames. utt_duration=1301 frames, utt_pad_proportion=0.04681, over 6168.94 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3085, pruned_loss=0.07431, over 2474480.25 frames. utt_duration=526 frames, utt_pad_proportion=0.05938, over 18869.74 utterances.], batch size: 97, lr: 6.22e-04
2022-08-22 16:52:56,501 INFO [train.py:927] (3/8) Epoch 5, batch 3150, libri_loss[loss=0.2474, simple_loss=0.3262, pruned_loss=0.08429, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01338, over 40.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07481, over 2473894.77 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05634, over 18191.12 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3118, pruned_loss=0.07129, over 2016306.25 frames. utt_duration=1300 frames, utt_pad_proportion=0.04583, over 6209.40 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07482, over 2474870.51 frames. utt_duration=514.3 frames, utt_pad_proportion=0.0576, over 19304.58 utterances.], batch size: 40, lr: 6.22e-04
2022-08-22 16:54:37,665 INFO [train.py:927] (3/8) Epoch 5, batch 3200, giga_loss[loss=0.2209, simple_loss=0.2953, pruned_loss=0.07329, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0332, over 122.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3084, pruned_loss=0.07582, over 2473965.52 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05732, over 18501.15 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3121, pruned_loss=0.07137, over 2028016.71 frames. utt_duration=1302 frames, utt_pad_proportion=0.04475, over 6239.81 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3075, pruned_loss=0.07585, over 2474398.13 frames. utt_duration=505.6 frames, utt_pad_proportion=0.05863, over 19632.59 utterances.], batch size: 122, lr: 6.21e-04
2022-08-22 16:56:14,354 INFO [train.py:927] (3/8) Epoch 5, batch 3250, giga_loss[loss=0.2668, simple_loss=0.3242, pruned_loss=0.1047, over 12354.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1888, over 362.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3059, pruned_loss=0.07553, over 2474926.93 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05926, over 18334.66 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.312, pruned_loss=0.07167, over 2038986.28 frames. utt_duration=1305 frames, utt_pad_proportion=0.04383, over 6258.59 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3052, pruned_loss=0.07545, over 2475336.64 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06054, over 19482.61 utterances.], batch size: 362, lr: 6.21e-04
2022-08-22 16:57:50,258 INFO [train.py:927] (3/8) Epoch 5, batch 3300, giga_loss[loss=0.2078, simple_loss=0.2787, pruned_loss=0.06845, over 12354.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3026, pruned_loss=0.07461, over 2474750.44 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06189, over 18173.94 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3125, pruned_loss=0.07201, over 2049894.42 frames. utt_duration=1304 frames, utt_pad_proportion=0.04292, over 6293.77 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3014, pruned_loss=0.07438, over 2474965.44 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06319, over 19322.84 utterances.], batch size: 97, lr: 6.21e-04
2022-08-22 16:59:31,849 INFO [train.py:927] (3/8) Epoch 5, batch 3350, giga_loss[loss=0.2472, simple_loss=0.3185, pruned_loss=0.08795, over 12355.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.2991, pruned_loss=0.07261, over 2473396.71 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06009, over 17380.79 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3123, pruned_loss=0.07202, over 2063945.26 frames. utt_duration=1312 frames, utt_pad_proportion=0.04178, over 6298.49 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2981, pruned_loss=0.07247, over 2474068.35 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06179, over 18644.30 utterances.], batch size: 97, lr: 6.21e-04
2022-08-22 17:01:11,043 INFO [train.py:927] (3/8) Epoch 5, batch 3400, giga_loss[loss=0.2015, simple_loss=0.2839, pruned_loss=0.05954, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04489, over 34.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3003, pruned_loss=0.07285, over 2473666.37 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05689, over 16910.50 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3124, pruned_loss=0.07209, over 2072262.87 frames. utt_duration=1313 frames, utt_pad_proportion=0.04119, over 6322.44 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.2992, pruned_loss=0.0727, over 2474038.04 frames. utt_duration=549 frames, utt_pad_proportion=0.05877, over 18074.94 utterances.], batch size: 34, lr: 6.21e-04
2022-08-22 17:02:52,075 INFO [train.py:927] (3/8) Epoch 5, batch 3450, giga_loss[loss=0.2193, simple_loss=0.3042, pruned_loss=0.06716, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3035, pruned_loss=0.0736, over 2473898.13 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05456, over 16675.49 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3133, pruned_loss=0.07234, over 2086154.96 frames. utt_duration=1310 frames, utt_pad_proportion=0.04129, over 6377.82 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3015, pruned_loss=0.07332, over 2474155.34 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05637, over 17899.26 utterances.], batch size: 75, lr: 6.21e-04
2022-08-22 17:04:31,130 INFO [train.py:927] (3/8) Epoch 5, batch 3500, giga_loss[loss=0.233, simple_loss=0.308, pruned_loss=0.079, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03249, over 58.00 utterances.], tot_loss[loss=0.228, simple_loss=0.306, pruned_loss=0.07497, over 2473637.07 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05531, over 16709.14 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.313, pruned_loss=0.07237, over 2098548.31 frames. utt_duration=1313 frames, utt_pad_proportion=0.04041, over 6398.12 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3044, pruned_loss=0.07478, over 2474719.56 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05721, over 18005.85 utterances.], batch size: 58, lr: 6.21e-04
2022-08-22 17:06:16,597 INFO [train.py:927] (3/8) Epoch 5, batch 3550, giga_loss[loss=0.2922, simple_loss=0.3525, pruned_loss=0.1159, over 12363.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05589, over 181.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3122, pruned_loss=0.07921, over 2473463.14 frames. utt_duration=578 frames, utt_pad_proportion=0.05499, over 17160.68 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3125, pruned_loss=0.07223, over 2114627.34 frames. utt_duration=1316 frames, utt_pad_proportion=0.03947, over 6436.68 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3111, pruned_loss=0.07935, over 2474758.41 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05708, over 18601.72 utterances.], batch size: 181, lr: 6.20e-04
2022-08-22 17:07:56,600 INFO [train.py:927] (3/8) Epoch 5, batch 3600, giga_loss[loss=0.2632, simple_loss=0.3342, pruned_loss=0.09613, over 12398.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03333, over 122.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3197, pruned_loss=0.08432, over 2473594.46 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06382, over 18344.00 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3129, pruned_loss=0.07215, over 2118142.85 frames. utt_duration=1318 frames, utt_pad_proportion=0.03926, over 6434.34 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3186, pruned_loss=0.08456, over 2474659.80 frames. utt_duration=507 frames, utt_pad_proportion=0.06497, over 19582.97 utterances.], batch size: 122, lr: 6.20e-04
2022-08-22 17:09:38,429 INFO [train.py:927] (3/8) Epoch 5, batch 3650, giga_loss[loss=0.2957, simple_loss=0.3589, pruned_loss=0.1162, over 12199.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.03703, over 33.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3274, pruned_loss=0.09033, over 2473484.77 frames. utt_duration=541 frames, utt_pad_proportion=0.06192, over 18339.00 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3129, pruned_loss=0.07214, over 2123306.47 frames. utt_duration=1321 frames, utt_pad_proportion=0.03878, over 6435.83 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3266, pruned_loss=0.09072, over 2474442.29 frames. utt_duration=509.7 frames, utt_pad_proportion=0.0632, over 19474.77 utterances.], batch size: 33, lr: 6.20e-04
2022-08-22 17:11:22,579 INFO [train.py:927] (3/8) Epoch 5, batch 3700, giga_loss[loss=0.2496, simple_loss=0.3283, pruned_loss=0.08544, over 12369.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.02896, over 58.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3323, pruned_loss=0.09474, over 2473181.62 frames. utt_duration=521.2 frames, utt_pad_proportion=0.0632, over 19035.02 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3129, pruned_loss=0.07225, over 2128468.19 frames. utt_duration=1308 frames, utt_pad_proportion=0.04333, over 6516.46 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3319, pruned_loss=0.09523, over 2473999.69 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06304, over 20026.83 utterances.], batch size: 58, lr: 6.20e-04
2022-08-22 17:13:07,954 INFO [train.py:927] (3/8) Epoch 5, batch 3750, giga_loss[loss=0.2963, simple_loss=0.3541, pruned_loss=0.1193, over 12358.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3384, pruned_loss=0.1007, over 2474307.51 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07068, over 20151.89 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.313, pruned_loss=0.07201, over 2133663.21 frames. utt_duration=1309 frames, utt_pad_proportion=0.04276, over 6526.65 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3383, pruned_loss=0.1016, over 2474909.31 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07054, over 21097.71 utterances.], batch size: 97, lr: 6.20e-04
2022-08-22 17:14:55,153 INFO [train.py:927] (3/8) Epoch 5, batch 3800, giga_loss[loss=0.3807, simple_loss=0.4068, pruned_loss=0.1773, over 12388.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.104, over 258.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3453, pruned_loss=0.1077, over 2474491.32 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07358, over 20636.82 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3136, pruned_loss=0.07227, over 2140212.45 frames. utt_duration=1308 frames, utt_pad_proportion=0.04229, over 6552.83 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3452, pruned_loss=0.1087, over 2475158.44 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07366, over 21609.58 utterances.], batch size: 258, lr: 6.20e-04
2022-08-22 17:16:39,585 INFO [train.py:927] (3/8) Epoch 5, batch 3850, giga_loss[loss=0.2516, simple_loss=0.3363, pruned_loss=0.08349, over 12455.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04308, over 31.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3465, pruned_loss=0.1095, over 2474573.36 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07499, over 21359.37 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3139, pruned_loss=0.07252, over 2148307.82 frames. utt_duration=1296 frames, utt_pad_proportion=0.04647, over 6638.40 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3469, pruned_loss=0.1109, over 2475262.24 frames. utt_duration=444.2 frames, utt_pad_proportion=0.0743, over 22363.40 utterances.], batch size: 31, lr: 6.20e-04
2022-08-22 17:18:23,850 INFO [train.py:927] (3/8) Epoch 5, batch 3900, giga_loss[loss=0.2386, simple_loss=0.3245, pruned_loss=0.07632, over 12318.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.0353, over 58.00 utterances.], tot_loss[loss=0.281, simple_loss=0.346, pruned_loss=0.108, over 2474249.42 frames. utt_duration=467.4 frames, utt_pad_proportion=0.0741, over 21242.21 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.314, pruned_loss=0.07258, over 2159254.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.0465, over 6693.21 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3472, pruned_loss=0.1102, over 2475056.07 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07387, over 22456.94 utterances.], batch size: 58, lr: 6.19e-04
2022-08-22 17:20:05,103 INFO [train.py:927] (3/8) Epoch 5, batch 3950, giga_loss[loss=0.2507, simple_loss=0.3423, pruned_loss=0.07954, over 12332.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03005, over 66.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3461, pruned_loss=0.1076, over 2475232.26 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07422, over 22147.47 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3142, pruned_loss=0.07278, over 2165585.77 frames. utt_duration=1294 frames, utt_pad_proportion=0.04572, over 6700.31 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3476, pruned_loss=0.1099, over 2475804.07 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07441, over 23370.43 utterances.], batch size: 66, lr: 6.19e-04
2022-08-22 17:21:51,470 INFO [train.py:927] (3/8) Epoch 5, batch 4000, giga_loss[loss=0.2438, simple_loss=0.3248, pruned_loss=0.08143, over 12314.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02919, over 74.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3449, pruned_loss=0.1054, over 2475012.94 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07531, over 22535.84 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3142, pruned_loss=0.07267, over 2172914.67 frames. utt_duration=1300 frames, utt_pad_proportion=0.04517, over 6693.79 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3466, pruned_loss=0.108, over 2475752.41 frames. utt_duration=416.8 frames, utt_pad_proportion=0.07568, over 23843.37 utterances.], batch size: 74, lr: 6.19e-04
2022-08-22 17:23:35,444 INFO [train.py:927] (3/8) Epoch 5, batch 4050, giga_loss[loss=0.2944, simple_loss=0.3521, pruned_loss=0.1184, over 12403.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05345, over 162.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.346, pruned_loss=0.1025, over 2475231.61 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07876, over 23090.48 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3196, pruned_loss=0.07306, over 2182863.86 frames. utt_duration=1289 frames, utt_pad_proportion=0.04874, over 6780.27 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3441, pruned_loss=0.1052, over 2476262.40 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07831, over 24561.64 utterances.], batch size: 162, lr: 6.19e-04
2022-08-22 17:25:15,244 INFO [train.py:927] (3/8) Epoch 5, batch 4100, giga_loss[loss=0.2678, simple_loss=0.3376, pruned_loss=0.09898, over 12404.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04342, over 146.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3426, pruned_loss=0.1006, over 2475242.92 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07663, over 22618.59 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3188, pruned_loss=0.07261, over 2188624.23 frames. utt_duration=1296 frames, utt_pad_proportion=0.04806, over 6761.79 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3423, pruned_loss=0.1037, over 2476097.63 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07669, over 24091.15 utterances.], batch size: 146, lr: 6.19e-04
2022-08-22 17:27:08,602 INFO [train.py:927] (3/8) Epoch 5, batch 4150, libri_loss[loss=0.2198, simple_loss=0.3032, pruned_loss=0.06819, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006435, over 33.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3403, pruned_loss=0.09915, over 2474574.34 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07969, over 22593.54 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.318, pruned_loss=0.07216, over 2196521.20 frames. utt_duration=1302 frames, utt_pad_proportion=0.04689, over 6758.07 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3413, pruned_loss=0.1027, over 2475818.98 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08008, over 24213.10 utterances.], batch size: 33, lr: 6.19e-04
2022-08-22 17:28:52,270 INFO [train.py:927] (3/8) Epoch 5, batch 4200, giga_loss[loss=0.2413, simple_loss=0.3241, pruned_loss=0.07921, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04027, over 113.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3403, pruned_loss=0.09702, over 2474859.46 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07753, over 22155.95 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3182, pruned_loss=0.07243, over 2201969.37 frames. utt_duration=1299 frames, utt_pad_proportion=0.04696, over 6790.42 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3413, pruned_loss=0.1001, over 2475927.88 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07816, over 23695.74 utterances.], batch size: 113, lr: 6.19e-04
2022-08-22 17:30:39,450 INFO [train.py:927] (3/8) Epoch 5, batch 4250, giga_loss[loss=0.2555, simple_loss=0.3301, pruned_loss=0.09045, over 12405.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05062, over 161.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3393, pruned_loss=0.0966, over 2474580.45 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07311, over 21437.71 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3181, pruned_loss=0.07243, over 2203089.52 frames. utt_duration=1300 frames, utt_pad_proportion=0.04677, over 6788.47 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3402, pruned_loss=0.0991, over 2475624.06 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07395, over 22707.93 utterances.], batch size: 161, lr: 6.18e-04
2022-08-22 17:32:26,967 INFO [train.py:927] (3/8) Epoch 5, batch 4300, giga_loss[loss=0.2228, simple_loss=0.309, pruned_loss=0.06824, over 12351.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02961, over 70.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3373, pruned_loss=0.09622, over 2473888.18 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07765, over 21360.93 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3185, pruned_loss=0.07247, over 2208024.41 frames. utt_duration=1299 frames, utt_pad_proportion=0.0472, over 6808.82 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.338, pruned_loss=0.09859, over 2475104.06 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07817, over 22611.21 utterances.], batch size: 70, lr: 6.18e-04
2022-08-22 17:34:15,617 INFO [train.py:927] (3/8) Epoch 5, batch 4350, giga_loss[loss=0.2397, simple_loss=0.3287, pruned_loss=0.07531, over 12136.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03664, over 30.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3355, pruned_loss=0.09451, over 2474316.30 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07371, over 20597.54 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3185, pruned_loss=0.07242, over 2212078.04 frames. utt_duration=1300 frames, utt_pad_proportion=0.0466, over 6813.69 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3364, pruned_loss=0.09676, over 2475199.08 frames. utt_duration=456 frames, utt_pad_proportion=0.07464, over 21783.18 utterances.], batch size: 30, lr: 6.18e-04
2022-08-22 17:36:00,251 INFO [train.py:927] (3/8) Epoch 5, batch 4400, giga_loss[loss=0.2312, simple_loss=0.3163, pruned_loss=0.07299, over 12355.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03265, over 97.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3342, pruned_loss=0.09297, over 2474415.37 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07217, over 20085.58 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3191, pruned_loss=0.07285, over 2218746.47 frames. utt_duration=1269 frames, utt_pad_proportion=0.05617, over 7000.19 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3347, pruned_loss=0.0949, over 2474937.17 frames. utt_duration=469 frames, utt_pad_proportion=0.07061, over 21173.15 utterances.], batch size: 97, lr: 6.18e-04
2022-08-22 17:37:46,459 INFO [train.py:927] (3/8) Epoch 5, batch 4450, giga_loss[loss=0.2846, simple_loss=0.3468, pruned_loss=0.1112, over 12420.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07606, over 213.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3325, pruned_loss=0.0926, over 2474275.07 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07517, over 20640.58 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3193, pruned_loss=0.07299, over 2228555.79 frames. utt_duration=1265 frames, utt_pad_proportion=0.05603, over 7056.02 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3334, pruned_loss=0.09475, over 2474921.50 frames. utt_duration=452.6 frames, utt_pad_proportion=0.0741, over 21940.89 utterances.], batch size: 213, lr: 6.18e-04
2022-08-22 17:39:33,951 INFO [train.py:927] (3/8) Epoch 5, batch 4500, giga_loss[loss=0.2471, simple_loss=0.3166, pruned_loss=0.08878, over 12400.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03494, over 80.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3322, pruned_loss=0.09356, over 2474054.79 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07201, over 20493.35 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.319, pruned_loss=0.07287, over 2231909.41 frames. utt_duration=1266 frames, utt_pad_proportion=0.05537, over 7062.09 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3332, pruned_loss=0.09562, over 2474857.15 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07158, over 21694.90 utterances.], batch size: 80, lr: 6.18e-04
2022-08-22 17:41:18,869 INFO [train.py:927] (3/8) Epoch 5, batch 4550, giga_loss[loss=0.2197, simple_loss=0.2924, pruned_loss=0.07356, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02772, over 48.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3294, pruned_loss=0.09245, over 2473989.35 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07292, over 20281.24 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3183, pruned_loss=0.07255, over 2237850.57 frames. utt_duration=1269 frames, utt_pad_proportion=0.05434, over 7061.56 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3311, pruned_loss=0.09484, over 2474650.85 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07302, over 21560.54 utterances.], batch size: 48, lr: 6.18e-04
2022-08-22 17:43:04,099 INFO [train.py:927] (3/8) Epoch 5, batch 4600, libri_loss[loss=0.1843, simple_loss=0.2655, pruned_loss=0.05162, over 12467.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009291, over 29.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.328, pruned_loss=0.09158, over 2474450.91 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06896, over 19494.58 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3176, pruned_loss=0.07232, over 2246007.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.05319, over 7058.24 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3303, pruned_loss=0.09436, over 2474982.28 frames. utt_duration=474 frames, utt_pad_proportion=0.0698, over 20949.14 utterances.], batch size: 29, lr: 6.18e-04
2022-08-22 17:44:49,215 INFO [train.py:927] (3/8) Epoch 5, batch 4650, giga_loss[loss=0.2274, simple_loss=0.2994, pruned_loss=0.07771, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03406, over 37.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3284, pruned_loss=0.09072, over 2474083.48 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06347, over 18920.09 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3175, pruned_loss=0.07219, over 2253299.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.05199, over 7075.58 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3307, pruned_loss=0.09367, over 2475047.57 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06507, over 20463.23 utterances.], batch size: 37, lr: 6.17e-04
2022-08-22 17:46:33,172 INFO [train.py:927] (3/8) Epoch 5, batch 4700, giga_loss[loss=0.2787, simple_loss=0.329, pruned_loss=0.1142, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02736, over 45.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3276, pruned_loss=0.0896, over 2473685.46 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06556, over 18658.51 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3178, pruned_loss=0.07222, over 2258379.33 frames. utt_duration=1267 frames, utt_pad_proportion=0.05483, over 7138.86 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3294, pruned_loss=0.09231, over 2474802.90 frames. utt_duration=494.2 frames, utt_pad_proportion=0.0659, over 20090.55 utterances.], batch size: 45, lr: 6.17e-04
2022-08-22 17:48:19,764 INFO [train.py:927] (3/8) Epoch 5, batch 4750, giga_loss[loss=0.3249, simple_loss=0.3614, pruned_loss=0.1442, over 12362.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3305, pruned_loss=0.09272, over 2473881.64 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07191, over 19668.75 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3181, pruned_loss=0.07237, over 2262747.87 frames. utt_duration=1265 frames, utt_pad_proportion=0.05485, over 7161.66 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.332, pruned_loss=0.09511, over 2474699.01 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07189, over 21007.97 utterances.], batch size: 364, lr: 6.17e-04
2022-08-22 17:50:03,796 INFO [train.py:927] (3/8) Epoch 5, batch 4800, giga_loss[loss=0.2941, simple_loss=0.3525, pruned_loss=0.1178, over 12399.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04885, over 161.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3307, pruned_loss=0.09373, over 2474157.48 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07074, over 19750.07 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3182, pruned_loss=0.07235, over 2265808.60 frames. utt_duration=1268 frames, utt_pad_proportion=0.05435, over 7156.23 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.332, pruned_loss=0.09592, over 2474900.61 frames. utt_duration=473.3 frames, utt_pad_proportion=0.071, over 20982.20 utterances.], batch size: 161, lr: 6.17e-04
2022-08-22 17:51:49,928 INFO [train.py:927] (3/8) Epoch 5, batch 4850, giga_loss[loss=0.2639, simple_loss=0.3322, pruned_loss=0.0978, over 12456.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.33, pruned_loss=0.0941, over 2474524.53 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07135, over 20194.31 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3166, pruned_loss=0.07166, over 2271487.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05333, over 7118.99 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3326, pruned_loss=0.09699, over 2475573.15 frames. utt_duration=461 frames, utt_pad_proportion=0.07192, over 21548.17 utterances.], batch size: 105, lr: 6.17e-04
2022-08-22 17:53:34,352 INFO [train.py:927] (3/8) Epoch 5, batch 4900, giga_loss[loss=0.3064, simple_loss=0.3642, pruned_loss=0.1243, over 12331.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02855, over 66.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.328, pruned_loss=0.09146, over 2474040.18 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06976, over 19996.85 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3167, pruned_loss=0.07168, over 2273398.04 frames. utt_duration=1279 frames, utt_pad_proportion=0.05286, over 7119.80 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3301, pruned_loss=0.09391, over 2474965.14 frames. utt_duration=469 frames, utt_pad_proportion=0.07049, over 21176.37 utterances.], batch size: 66, lr: 6.17e-04
2022-08-22 17:55:21,055 INFO [train.py:927] (3/8) Epoch 5, batch 4950, giga_loss[loss=0.2461, simple_loss=0.318, pruned_loss=0.08715, over 12340.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03341, over 58.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3266, pruned_loss=0.09048, over 2474040.47 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06713, over 19302.67 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3175, pruned_loss=0.07206, over 2283158.06 frames. utt_duration=1278 frames, utt_pad_proportion=0.05173, over 7152.78 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3281, pruned_loss=0.09299, over 2474826.80 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06851, over 20768.98 utterances.], batch size: 58, lr: 6.17e-04
2022-08-22 17:57:04,376 INFO [train.py:927] (3/8) Epoch 5, batch 5000, giga_loss[loss=0.2986, simple_loss=0.3404, pruned_loss=0.1284, over 12376.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1969, over 366.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3275, pruned_loss=0.09149, over 2474235.70 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06756, over 19147.13 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3177, pruned_loss=0.07216, over 2287582.55 frames. utt_duration=1277 frames, utt_pad_proportion=0.05099, over 7175.82 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3288, pruned_loss=0.09381, over 2475136.16 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06898, over 20557.77 utterances.], batch size: 366, lr: 6.16e-04
2022-08-22 17:58:53,130 INFO [train.py:927] (3/8) Epoch 5, batch 5050, giga_loss[loss=0.251, simple_loss=0.3375, pruned_loss=0.08221, over 12461.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04049, over 31.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3322, pruned_loss=0.09296, over 2475265.02 frames. utt_duration=501.9 frames, utt_pad_proportion=0.0734, over 19786.38 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3179, pruned_loss=0.0723, over 2290369.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.05035, over 7180.19 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3332, pruned_loss=0.09494, over 2475979.01 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07446, over 21063.66 utterances.], batch size: 31, lr: 6.16e-04
2022-08-22 18:00:38,260 INFO [train.py:927] (3/8) Epoch 5, batch 5100, giga_loss[loss=0.2597, simple_loss=0.3305, pruned_loss=0.09448, over 12423.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03666, over 40.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3357, pruned_loss=0.09509, over 2475723.57 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07123, over 20526.90 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3178, pruned_loss=0.07225, over 2292861.42 frames. utt_duration=1279 frames, utt_pad_proportion=0.04972, over 7176.48 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3368, pruned_loss=0.097, over 2476539.46 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07242, over 21710.71 utterances.], batch size: 40, lr: 6.16e-04
2022-08-22 18:02:27,389 INFO [train.py:927] (3/8) Epoch 5, batch 5150, libri_loss[loss=0.2526, simple_loss=0.3451, pruned_loss=0.08008, over 12368.00 frames. utt_duration=447.3 frames, utt_pad_proportion=0.2945, over 111.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3358, pruned_loss=0.0959, over 2475147.83 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07046, over 20043.98 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.318, pruned_loss=0.0722, over 2298019.01 frames. utt_duration=1268 frames, utt_pad_proportion=0.05263, over 7259.01 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3369, pruned_loss=0.09814, over 2476038.17 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07074, over 21283.64 utterances.], batch size: 111, lr: 6.16e-04
2022-08-22 18:04:13,570 INFO [train.py:927] (3/8) Epoch 5, batch 5200, giga_loss[loss=0.2874, simple_loss=0.3529, pruned_loss=0.1109, over 12427.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04181, over 146.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.335, pruned_loss=0.09693, over 2475028.62 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07191, over 20450.48 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3177, pruned_loss=0.07212, over 2302402.86 frames. utt_duration=1273 frames, utt_pad_proportion=0.05176, over 7244.60 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3366, pruned_loss=0.09931, over 2475745.33 frames. utt_duration=457 frames, utt_pad_proportion=0.07241, over 21739.30 utterances.], batch size: 146, lr: 6.16e-04
2022-08-22 18:05:58,800 INFO [train.py:927] (3/8) Epoch 5, batch 5250, giga_loss[loss=0.2484, simple_loss=0.3162, pruned_loss=0.09032, over 12409.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02574, over 58.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3332, pruned_loss=0.09649, over 2475267.30 frames. utt_duration=487 frames, utt_pad_proportion=0.07721, over 20391.98 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3184, pruned_loss=0.07245, over 2305052.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.05603, over 7335.46 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3341, pruned_loss=0.09843, over 2475765.31 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0762, over 21505.83 utterances.], batch size: 58, lr: 6.16e-04
2022-08-22 18:07:44,758 INFO [train.py:927] (3/8) Epoch 5, batch 5300, giga_loss[loss=0.2783, simple_loss=0.3469, pruned_loss=0.1048, over 12423.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0614, over 183.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3322, pruned_loss=0.09604, over 2475307.10 frames. utt_duration=497.3 frames, utt_pad_proportion=0.0719, over 19970.19 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3177, pruned_loss=0.07219, over 2308167.66 frames. utt_duration=1263 frames, utt_pad_proportion=0.05529, over 7316.91 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3337, pruned_loss=0.09821, over 2475935.93 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07166, over 21096.70 utterances.], batch size: 183, lr: 6.16e-04
2022-08-22 18:09:29,417 INFO [train.py:927] (3/8) Epoch 5, batch 5350, giga_loss[loss=0.2421, simple_loss=0.3266, pruned_loss=0.07883, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03594, over 123.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3305, pruned_loss=0.09507, over 2474837.23 frames. utt_duration=505.7 frames, utt_pad_proportion=0.07083, over 19631.16 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3174, pruned_loss=0.07224, over 2313742.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.05411, over 7317.12 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3324, pruned_loss=0.09751, over 2475494.88 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0713, over 20933.99 utterances.], batch size: 123, lr: 6.15e-04
2022-08-22 18:11:12,819 INFO [train.py:927] (3/8) Epoch 5, batch 5400, giga_loss[loss=0.2537, simple_loss=0.3348, pruned_loss=0.08631, over 12354.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3311, pruned_loss=0.09462, over 2473963.55 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06797, over 18969.10 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.317, pruned_loss=0.07233, over 2319480.12 frames. utt_duration=1271 frames, utt_pad_proportion=0.05273, over 7309.79 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3335, pruned_loss=0.0973, over 2475008.01 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06913, over 20461.89 utterances.], batch size: 91, lr: 6.15e-04
2022-08-22 18:12:58,613 INFO [train.py:927] (3/8) Epoch 5, batch 5450, giga_loss[loss=0.3082, simple_loss=0.3448, pruned_loss=0.1359, over 12385.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2094, over 372.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3324, pruned_loss=0.09664, over 2473640.29 frames. utt_duration=482.5 frames, utt_pad_proportion=0.08191, over 20569.21 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3165, pruned_loss=0.07229, over 2323675.77 frames. utt_duration=1263 frames, utt_pad_proportion=0.05627, over 7370.77 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.335, pruned_loss=0.0994, over 2474808.63 frames. utt_duration=451.1 frames, utt_pad_proportion=0.08097, over 22015.54 utterances.], batch size: 372, lr: 6.15e-04
2022-08-22 18:14:45,299 INFO [train.py:927] (3/8) Epoch 5, batch 5500, giga_loss[loss=0.2285, simple_loss=0.3251, pruned_loss=0.06598, over 12325.00 frames. utt_duration=914.3 frames, utt_pad_proportion=0.02315, over 54.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3317, pruned_loss=0.09351, over 2472826.91 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07757, over 19607.50 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3155, pruned_loss=0.07187, over 2328618.63 frames. utt_duration=1268 frames, utt_pad_proportion=0.05528, over 7354.03 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3352, pruned_loss=0.09683, over 2473984.28 frames. utt_duration=468.4 frames, utt_pad_proportion=0.0776, over 21192.11 utterances.], batch size: 54, lr: 6.15e-04
2022-08-22 18:16:27,557 INFO [train.py:927] (3/8) Epoch 5, batch 5550, giga_loss[loss=0.2899, simple_loss=0.3651, pruned_loss=0.1073, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04185, over 113.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3348, pruned_loss=0.09538, over 2472989.21 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07833, over 20318.12 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.315, pruned_loss=0.0716, over 2334722.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.05345, over 7336.48 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3387, pruned_loss=0.0991, over 2474148.86 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07906, over 22083.39 utterances.], batch size: 113, lr: 6.15e-04
2022-08-22 18:18:11,367 INFO [train.py:927] (3/8) Epoch 5, batch 5600, giga_loss[loss=0.2537, simple_loss=0.3303, pruned_loss=0.08853, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03031, over 85.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3367, pruned_loss=0.09714, over 2473406.62 frames. utt_duration=483.7 frames, utt_pad_proportion=0.08125, over 20517.83 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3151, pruned_loss=0.07174, over 2339299.73 frames. utt_duration=1262 frames, utt_pad_proportion=0.05696, over 7424.73 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3404, pruned_loss=0.1008, over 2474512.63 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08092, over 22262.87 utterances.], batch size: 85, lr: 6.15e-04
2022-08-22 18:19:56,235 INFO [train.py:927] (3/8) Epoch 5, batch 5650, giga_loss[loss=0.309, simple_loss=0.3523, pruned_loss=0.1329, over 12371.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3369, pruned_loss=0.09797, over 2473107.60 frames. utt_duration=457.7 frames, utt_pad_proportion=0.08877, over 21681.88 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3148, pruned_loss=0.07164, over 2341209.04 frames. utt_duration=1267 frames, utt_pad_proportion=0.05613, over 7400.41 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3405, pruned_loss=0.1014, over 2474668.46 frames. utt_duration=425.7 frames, utt_pad_proportion=0.0884, over 23335.65 utterances.], batch size: 370, lr: 6.15e-04
2022-08-22 18:21:40,323 INFO [train.py:927] (3/8) Epoch 5, batch 5700, giga_loss[loss=0.2787, simple_loss=0.3505, pruned_loss=0.1035, over 12453.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.03439, over 113.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3372, pruned_loss=0.09704, over 2473541.96 frames. utt_duration=450 frames, utt_pad_proportion=0.08606, over 22059.36 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3138, pruned_loss=0.0712, over 2345024.26 frames. utt_duration=1274 frames, utt_pad_proportion=0.05494, over 7373.58 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3415, pruned_loss=0.1009, over 2474878.18 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08649, over 23787.75 utterances.], batch size: 113, lr: 6.14e-04
2022-08-22 18:23:27,160 INFO [train.py:927] (3/8) Epoch 5, batch 5750, giga_loss[loss=0.296, simple_loss=0.3562, pruned_loss=0.1179, over 12372.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07939, over 213.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3376, pruned_loss=0.09755, over 2473238.08 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0851, over 22184.40 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3134, pruned_loss=0.0711, over 2348580.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.05374, over 7359.77 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3422, pruned_loss=0.1015, over 2475111.81 frames. utt_duration=413 frames, utt_pad_proportion=0.08614, over 24057.58 utterances.], batch size: 213, lr: 6.14e-04
2022-08-22 18:25:09,453 INFO [train.py:927] (3/8) Epoch 5, batch 5800, giga_loss[loss=0.2774, simple_loss=0.3405, pruned_loss=0.1072, over 12373.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03533, over 122.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3369, pruned_loss=0.09814, over 2474137.32 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08511, over 22475.07 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3132, pruned_loss=0.07099, over 2349999.13 frames. utt_duration=1280 frames, utt_pad_proportion=0.05335, over 7355.21 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3409, pruned_loss=0.1016, over 2475461.53 frames. utt_duration=412.6 frames, utt_pad_proportion=0.08611, over 24084.89 utterances.], batch size: 122, lr: 6.14e-04
2022-08-22 18:26:55,907 INFO [train.py:927] (3/8) Epoch 5, batch 5850, giga_loss[loss=0.234, simple_loss=0.3099, pruned_loss=0.07902, over 12349.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.055, over 34.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3348, pruned_loss=0.09691, over 2474498.95 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08604, over 21987.53 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3138, pruned_loss=0.07113, over 2352399.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.05346, over 7380.87 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3379, pruned_loss=0.1, over 2475603.80 frames. utt_duration=423 frames, utt_pad_proportion=0.08694, over 23490.12 utterances.], batch size: 34, lr: 6.14e-04
2022-08-22 18:28:40,744 INFO [train.py:927] (3/8) Epoch 5, batch 5900, giga_loss[loss=0.2445, simple_loss=0.3205, pruned_loss=0.08427, over 12455.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04029, over 114.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3339, pruned_loss=0.09725, over 2473917.40 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08616, over 22232.77 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3133, pruned_loss=0.07088, over 2354318.68 frames. utt_duration=1283 frames, utt_pad_proportion=0.05292, over 7346.53 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3371, pruned_loss=0.1004, over 2475233.69 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08713, over 23707.90 utterances.], batch size: 114, lr: 6.14e-04
2022-08-22 18:30:24,012 INFO [train.py:927] (3/8) Epoch 5, batch 5950, giga_loss[loss=0.2484, simple_loss=0.3204, pruned_loss=0.08826, over 12397.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03528, over 75.00 utterances.], tot_loss[loss=0.26, simple_loss=0.331, pruned_loss=0.09455, over 2474094.09 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08699, over 23070.62 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.313, pruned_loss=0.07083, over 2355956.32 frames. utt_duration=1287 frames, utt_pad_proportion=0.0523, over 7333.38 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3341, pruned_loss=0.09739, over 2475286.19 frames. utt_duration=406.2 frames, utt_pad_proportion=0.08798, over 24465.13 utterances.], batch size: 75, lr: 6.14e-04
2022-08-22 18:32:12,602 INFO [train.py:927] (3/8) Epoch 5, batch 6000, giga_loss[loss=0.2422, simple_loss=0.3104, pruned_loss=0.087, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02915, over 42.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.33, pruned_loss=0.09417, over 2474130.87 frames. utt_duration=421.2 frames, utt_pad_proportion=0.08836, over 23579.16 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.313, pruned_loss=0.07102, over 2358753.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.05602, over 7401.79 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3328, pruned_loss=0.09677, over 2475194.25 frames. utt_duration=397.8 frames, utt_pad_proportion=0.08832, over 24978.59 utterances.], batch size: 42, lr: 6.14e-04
2022-08-22 18:32:12,604 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 18:32:26,448 INFO [train.py:967] (3/8) 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 18:34:11,206 INFO [train.py:927] (3/8) Epoch 5, batch 6050, giga_loss[loss=0.264, simple_loss=0.3384, pruned_loss=0.09481, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02574, over 45.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3268, pruned_loss=0.09239, over 2474192.65 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08564, over 22188.25 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.313, pruned_loss=0.07099, over 2361459.93 frames. utt_duration=1275 frames, utt_pad_proportion=0.05605, over 7418.60 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3294, pruned_loss=0.09499, over 2475175.28 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08602, over 23641.54 utterances.], batch size: 45, lr: 6.13e-04
2022-08-22 18:35:52,612 INFO [train.py:927] (3/8) Epoch 5, batch 6100, giga_loss[loss=0.2497, simple_loss=0.3282, pruned_loss=0.08563, over 12377.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03152, over 62.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3274, pruned_loss=0.092, over 2473800.55 frames. utt_duration=458.8 frames, utt_pad_proportion=0.0844, over 21635.44 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3129, pruned_loss=0.07109, over 2366281.74 frames. utt_duration=1275 frames, utt_pad_proportion=0.05473, over 7432.47 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3303, pruned_loss=0.09498, over 2475249.17 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08568, over 23460.93 utterances.], batch size: 62, lr: 6.13e-04
2022-08-22 18:37:37,326 INFO [train.py:927] (3/8) Epoch 5, batch 6150, giga_loss[loss=0.2311, simple_loss=0.3086, pruned_loss=0.07678, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3277, pruned_loss=0.09231, over 2474038.20 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08123, over 21696.57 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3127, pruned_loss=0.07104, over 2367281.05 frames. utt_duration=1277 frames, utt_pad_proportion=0.05431, over 7423.19 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3303, pruned_loss=0.09489, over 2475244.50 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08264, over 23274.57 utterances.], batch size: 58, lr: 6.13e-04
2022-08-22 18:39:16,828 INFO [train.py:927] (3/8) Epoch 5, batch 6200, giga_loss[loss=0.2629, simple_loss=0.3399, pruned_loss=0.09301, over 12369.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02836, over 70.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3312, pruned_loss=0.09452, over 2473794.99 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08216, over 22027.02 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3141, pruned_loss=0.07164, over 2371164.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.06243, over 7587.32 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3326, pruned_loss=0.0969, over 2475057.05 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08137, over 23681.78 utterances.], batch size: 70, lr: 6.13e-04
2022-08-22 18:41:07,424 INFO [train.py:927] (3/8) Epoch 5, batch 6250, giga_loss[loss=0.2596, simple_loss=0.3389, pruned_loss=0.0901, over 12403.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02825, over 58.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3336, pruned_loss=0.09657, over 2473782.08 frames. utt_duration=444 frames, utt_pad_proportion=0.08215, over 22359.37 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.314, pruned_loss=0.07172, over 2373585.69 frames. utt_duration=1254 frames, utt_pad_proportion=0.06124, over 7580.54 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3353, pruned_loss=0.09895, over 2474906.96 frames. utt_duration=413.7 frames, utt_pad_proportion=0.08202, over 24016.61 utterances.], batch size: 58, lr: 6.13e-04
2022-08-22 18:42:51,479 INFO [train.py:927] (3/8) Epoch 5, batch 6300, giga_loss[loss=0.2626, simple_loss=0.3235, pruned_loss=0.1009, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.03911, over 33.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3335, pruned_loss=0.0965, over 2473495.11 frames. utt_duration=462.9 frames, utt_pad_proportion=0.08006, over 21442.47 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3137, pruned_loss=0.07157, over 2376632.94 frames. utt_duration=1258 frames, utt_pad_proportion=0.05978, over 7568.72 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3358, pruned_loss=0.09935, over 2474760.65 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08073, over 23248.95 utterances.], batch size: 33, lr: 6.13e-04
2022-08-22 18:44:40,560 INFO [train.py:927] (3/8) Epoch 5, batch 6350, giga_loss[loss=0.228, simple_loss=0.2902, pruned_loss=0.08293, over 12212.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.032, over 42.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3345, pruned_loss=0.09653, over 2473319.97 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07715, over 21367.45 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3135, pruned_loss=0.07154, over 2376935.78 frames. utt_duration=1259 frames, utt_pad_proportion=0.05958, over 7560.88 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3365, pruned_loss=0.09888, over 2474461.15 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07795, over 22844.71 utterances.], batch size: 42, lr: 6.13e-04
2022-08-22 18:46:25,238 INFO [train.py:927] (3/8) Epoch 5, batch 6400, giga_loss[loss=0.2327, simple_loss=0.3122, pruned_loss=0.07667, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03013, over 48.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3335, pruned_loss=0.09657, over 2474347.08 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07968, over 21637.73 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3133, pruned_loss=0.07161, over 2379161.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.05867, over 7551.79 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3356, pruned_loss=0.0988, over 2475002.16 frames. utt_duration=431 frames, utt_pad_proportion=0.0805, over 23047.40 utterances.], batch size: 48, lr: 6.13e-04
2022-08-22 18:48:10,378 INFO [train.py:927] (3/8) Epoch 5, batch 6450, giga_loss[loss=0.2388, simple_loss=0.3174, pruned_loss=0.08013, over 12366.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3324, pruned_loss=0.09647, over 2474588.29 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0803, over 21700.74 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3132, pruned_loss=0.07126, over 2380930.61 frames. utt_duration=1261 frames, utt_pad_proportion=0.0589, over 7561.98 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3345, pruned_loss=0.09895, over 2475218.87 frames. utt_duration=430.8 frames, utt_pad_proportion=0.081, over 23057.68 utterances.], batch size: 62, lr: 6.12e-04
2022-08-22 18:49:52,653 INFO [train.py:927] (3/8) Epoch 5, batch 6500, giga_loss[loss=0.2397, simple_loss=0.3227, pruned_loss=0.07836, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3313, pruned_loss=0.09642, over 2474909.00 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08398, over 22083.46 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3131, pruned_loss=0.07129, over 2383102.63 frames. utt_duration=1263 frames, utt_pad_proportion=0.05804, over 7554.20 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3335, pruned_loss=0.09893, over 2475547.00 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08469, over 23484.39 utterances.], batch size: 70, lr: 6.12e-04
2022-08-22 18:51:35,409 INFO [train.py:927] (3/8) Epoch 5, batch 6550, giga_loss[loss=0.2875, simple_loss=0.3458, pruned_loss=0.1146, over 12406.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.04068, over 105.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3323, pruned_loss=0.09723, over 2475330.39 frames. utt_duration=454.1 frames, utt_pad_proportion=0.08665, over 21872.72 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3133, pruned_loss=0.07151, over 2385771.74 frames. utt_duration=1253 frames, utt_pad_proportion=0.06091, over 7627.49 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3343, pruned_loss=0.09974, over 2475894.57 frames. utt_duration=426.1 frames, utt_pad_proportion=0.08652, over 23320.06 utterances.], batch size: 105, lr: 6.12e-04
2022-08-22 18:53:19,175 INFO [train.py:927] (3/8) Epoch 5, batch 6600, giga_loss[loss=0.3338, simple_loss=0.3663, pruned_loss=0.1507, over 12351.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2164, over 375.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3327, pruned_loss=0.09747, over 2475231.69 frames. utt_duration=465 frames, utt_pad_proportion=0.08178, over 21358.51 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3132, pruned_loss=0.07144, over 2386959.60 frames. utt_duration=1256 frames, utt_pad_proportion=0.0602, over 7613.11 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3346, pruned_loss=0.09985, over 2475818.14 frames. utt_duration=437.8 frames, utt_pad_proportion=0.08222, over 22698.02 utterances.], batch size: 375, lr: 6.12e-04
2022-08-22 18:55:06,233 INFO [train.py:927] (3/8) Epoch 5, batch 6650, giga_loss[loss=0.2709, simple_loss=0.3438, pruned_loss=0.09898, over 12324.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.05032, over 26.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3333, pruned_loss=0.09813, over 2475920.19 frames. utt_duration=451.8 frames, utt_pad_proportion=0.08154, over 21993.53 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3135, pruned_loss=0.07153, over 2387942.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05969, over 7611.98 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3347, pruned_loss=0.1002, over 2476295.70 frames. utt_duration=429 frames, utt_pad_proportion=0.0821, over 23166.37 utterances.], batch size: 26, lr: 6.12e-04
2022-08-22 18:56:48,883 INFO [train.py:927] (3/8) Epoch 5, batch 6700, giga_loss[loss=0.2778, simple_loss=0.348, pruned_loss=0.1038, over 12389.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03936, over 113.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3329, pruned_loss=0.09728, over 2474680.72 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07918, over 21187.48 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3132, pruned_loss=0.07138, over 2390115.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05839, over 7593.58 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.335, pruned_loss=0.09991, over 2475765.44 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08042, over 22606.80 utterances.], batch size: 113, lr: 6.12e-04
2022-08-22 18:58:30,790 INFO [train.py:927] (3/8) Epoch 5, batch 6750, libri_loss[loss=0.1908, simple_loss=0.276, pruned_loss=0.05278, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00606, over 32.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3345, pruned_loss=0.09861, over 2474473.48 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08535, over 21885.60 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3127, pruned_loss=0.07107, over 2391768.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05724, over 7575.90 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3371, pruned_loss=0.1016, over 2475746.08 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08647, over 23350.46 utterances.], batch size: 32, lr: 6.12e-04
2022-08-22 19:00:13,830 INFO [train.py:927] (3/8) Epoch 5, batch 6800, giga_loss[loss=0.3992, simple_loss=0.4226, pruned_loss=0.1879, over 12376.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3346, pruned_loss=0.09862, over 2473978.09 frames. utt_duration=457.3 frames, utt_pad_proportion=0.08693, over 21710.37 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3123, pruned_loss=0.07091, over 2395191.34 frames. utt_duration=1271 frames, utt_pad_proportion=0.05526, over 7546.57 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.338, pruned_loss=0.1023, over 2475205.09 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08862, over 23504.96 utterances.], batch size: 259, lr: 6.11e-04
2022-08-22 19:01:53,982 INFO [train.py:927] (3/8) Epoch 5, batch 6850, giga_loss[loss=0.2391, simple_loss=0.3218, pruned_loss=0.07821, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03763, over 43.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3346, pruned_loss=0.09745, over 2473520.34 frames. utt_duration=460.1 frames, utt_pad_proportion=0.08534, over 21572.63 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3124, pruned_loss=0.07108, over 2396094.30 frames. utt_duration=1274 frames, utt_pad_proportion=0.05462, over 7532.45 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3374, pruned_loss=0.1006, over 2474722.88 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08709, over 23198.52 utterances.], batch size: 43, lr: 6.11e-04
2022-08-22 19:03:34,930 INFO [train.py:927] (3/8) Epoch 5, batch 6900, libri_loss[loss=0.2248, simple_loss=0.3155, pruned_loss=0.06705, over 12241.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005619, over 34.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3325, pruned_loss=0.09565, over 2473109.35 frames. utt_duration=472.9 frames, utt_pad_proportion=0.08055, over 20983.19 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3118, pruned_loss=0.07074, over 2398164.20 frames. utt_duration=1279 frames, utt_pad_proportion=0.05327, over 7509.24 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3359, pruned_loss=0.09925, over 2474591.58 frames. utt_duration=436.7 frames, utt_pad_proportion=0.08297, over 22745.02 utterances.], batch size: 34, lr: 6.11e-04
2022-08-22 19:05:13,592 INFO [train.py:927] (3/8) Epoch 5, batch 6950, giga_loss[loss=0.3164, simple_loss=0.357, pruned_loss=0.1379, over 12344.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2155, over 374.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3327, pruned_loss=0.09511, over 2473366.69 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07839, over 20246.02 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3123, pruned_loss=0.07103, over 2400862.13 frames. utt_duration=1273 frames, utt_pad_proportion=0.05298, over 7550.23 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3357, pruned_loss=0.09851, over 2474455.13 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08098, over 22036.49 utterances.], batch size: 374, lr: 6.11e-04
2022-08-22 19:06:59,391 INFO [train.py:927] (3/8) Epoch 5, batch 7000, giga_loss[loss=0.2543, simple_loss=0.3357, pruned_loss=0.08648, over 12335.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03009, over 66.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3321, pruned_loss=0.0954, over 2474142.70 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07902, over 20180.89 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3124, pruned_loss=0.07116, over 2402827.88 frames. utt_duration=1271 frames, utt_pad_proportion=0.05279, over 7570.95 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3348, pruned_loss=0.09854, over 2474863.11 frames. utt_duration=454.1 frames, utt_pad_proportion=0.08134, over 21868.79 utterances.], batch size: 66, lr: 6.11e-04
2022-08-22 19:08:43,199 INFO [train.py:927] (3/8) Epoch 5, batch 7050, giga_loss[loss=0.2899, simple_loss=0.3518, pruned_loss=0.114, over 12414.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03998, over 123.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.333, pruned_loss=0.09575, over 2474516.21 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07436, over 19926.24 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3127, pruned_loss=0.07116, over 2404128.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.05196, over 7558.61 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3352, pruned_loss=0.09865, over 2475168.62 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07694, over 21493.47 utterances.], batch size: 123, lr: 6.11e-04
2022-08-22 19:10:24,652 INFO [train.py:927] (3/8) Epoch 5, batch 7100, giga_loss[loss=0.2589, simple_loss=0.3353, pruned_loss=0.09121, over 12330.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03173, over 70.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.333, pruned_loss=0.09572, over 2474636.20 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07323, over 19963.41 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3123, pruned_loss=0.07105, over 2406755.57 frames. utt_duration=1277 frames, utt_pad_proportion=0.05128, over 7545.58 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.336, pruned_loss=0.0991, over 2475296.27 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07583, over 21707.66 utterances.], batch size: 70, lr: 6.11e-04
2022-08-22 19:12:11,405 INFO [train.py:927] (3/8) Epoch 5, batch 7150, giga_loss[loss=0.2816, simple_loss=0.3555, pruned_loss=0.1039, over 12409.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3328, pruned_loss=0.09514, over 2474358.62 frames. utt_duration=511.9 frames, utt_pad_proportion=0.07027, over 19391.00 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3119, pruned_loss=0.07088, over 2409289.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.04975, over 7517.28 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3363, pruned_loss=0.09887, over 2475014.62 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07333, over 21257.96 utterances.], batch size: 105, lr: 6.10e-04
2022-08-22 19:13:54,005 INFO [train.py:927] (3/8) Epoch 5, batch 7200, giga_loss[loss=0.2509, simple_loss=0.3236, pruned_loss=0.08911, over 12431.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03525, over 43.00 utterances.], tot_loss[loss=0.262, simple_loss=0.333, pruned_loss=0.09552, over 2475467.47 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06804, over 19475.95 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3119, pruned_loss=0.0708, over 2410987.31 frames. utt_duration=1278 frames, utt_pad_proportion=0.04994, over 7554.29 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3363, pruned_loss=0.09912, over 2475929.03 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0708, over 21201.26 utterances.], batch size: 43, lr: 6.10e-04
2022-08-22 19:15:41,209 INFO [train.py:927] (3/8) Epoch 5, batch 7250, giga_loss[loss=0.2695, simple_loss=0.3309, pruned_loss=0.104, over 12446.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3312, pruned_loss=0.09506, over 2475743.84 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06693, over 19625.10 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3118, pruned_loss=0.07066, over 2411517.48 frames. utt_duration=1280 frames, utt_pad_proportion=0.04956, over 7543.77 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.334, pruned_loss=0.09819, over 2476200.17 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06934, over 21085.38 utterances.], batch size: 75, lr: 6.10e-04
2022-08-22 19:17:26,052 INFO [train.py:927] (3/8) Epoch 5, batch 7300, giga_loss[loss=0.252, simple_loss=0.3145, pruned_loss=0.09476, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0359, over 40.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3279, pruned_loss=0.09385, over 2474920.38 frames. utt_duration=509 frames, utt_pad_proportion=0.07012, over 19506.80 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3119, pruned_loss=0.07066, over 2413183.27 frames. utt_duration=1285 frames, utt_pad_proportion=0.04839, over 7522.68 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3305, pruned_loss=0.097, over 2475478.58 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07236, over 21013.19 utterances.], batch size: 40, lr: 6.10e-04
2022-08-22 19:19:12,711 INFO [train.py:927] (3/8) Epoch 5, batch 7350, giga_loss[loss=0.2286, simple_loss=0.3176, pruned_loss=0.06982, over 12360.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02892, over 70.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.327, pruned_loss=0.09325, over 2474773.18 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06771, over 19507.52 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3126, pruned_loss=0.0709, over 2414183.13 frames. utt_duration=1279 frames, utt_pad_proportion=0.04889, over 7558.68 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3287, pruned_loss=0.09583, over 2475146.29 frames. utt_duration=477 frames, utt_pad_proportion=0.0696, over 20820.65 utterances.], batch size: 70, lr: 6.10e-04
2022-08-22 19:20:57,120 INFO [train.py:927] (3/8) Epoch 5, batch 7400, libri_loss[loss=0.2784, simple_loss=0.3522, pruned_loss=0.1023, over 12425.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0167, over 40.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3267, pruned_loss=0.09089, over 2475235.01 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06928, over 20922.51 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3133, pruned_loss=0.07127, over 2415702.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.04818, over 7580.49 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3277, pruned_loss=0.09309, over 2475511.76 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07103, over 22247.56 utterances.], batch size: 40, lr: 6.10e-04
2022-08-22 19:22:40,699 INFO [train.py:927] (3/8) Epoch 5, batch 7450, libri_loss[loss=0.1693, simple_loss=0.256, pruned_loss=0.04129, over 12469.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009013, over 29.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3234, pruned_loss=0.08711, over 2475566.42 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07091, over 21807.04 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3126, pruned_loss=0.07094, over 2417584.31 frames. utt_duration=1281 frames, utt_pad_proportion=0.04729, over 7559.33 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3252, pruned_loss=0.08974, over 2475939.97 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07261, over 23319.66 utterances.], batch size: 29, lr: 6.10e-04
2022-08-22 19:24:23,911 INFO [train.py:927] (3/8) Epoch 5, batch 7500, giga_loss[loss=0.2289, simple_loss=0.3247, pruned_loss=0.06658, over 12265.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.321, pruned_loss=0.08327, over 2475455.10 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07065, over 21215.44 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.312, pruned_loss=0.0706, over 2419057.58 frames. utt_duration=1286 frames, utt_pad_proportion=0.04627, over 7531.01 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3233, pruned_loss=0.08609, over 2475980.04 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0726, over 22851.43 utterances.], batch size: 54, lr: 6.10e-04
2022-08-22 19:26:05,731 INFO [train.py:927] (3/8) Epoch 5, batch 7550, giga_loss[loss=0.2606, simple_loss=0.334, pruned_loss=0.09356, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3208, pruned_loss=0.0823, over 2475470.70 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07117, over 21661.01 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3119, pruned_loss=0.07056, over 2419959.66 frames. utt_duration=1288 frames, utt_pad_proportion=0.04559, over 7526.36 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3229, pruned_loss=0.0849, over 2476609.55 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07311, over 23366.78 utterances.], batch size: 133, lr: 6.09e-04
2022-08-22 19:27:47,739 INFO [train.py:927] (3/8) Epoch 5, batch 7600, giga_loss[loss=0.2161, simple_loss=0.3024, pruned_loss=0.06493, over 12467.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02646, over 55.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3176, pruned_loss=0.07961, over 2475893.06 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07148, over 21674.62 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3114, pruned_loss=0.0701, over 2421884.40 frames. utt_duration=1294 frames, utt_pad_proportion=0.04444, over 7494.40 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.32, pruned_loss=0.08246, over 2476794.93 frames. utt_duration=422.7 frames, utt_pad_proportion=0.07357, over 23520.75 utterances.], batch size: 55, lr: 6.09e-04
2022-08-22 19:29:31,145 INFO [train.py:927] (3/8) Epoch 5, batch 7650, giga_loss[loss=0.2508, simple_loss=0.3255, pruned_loss=0.08799, over 12391.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3172, pruned_loss=0.07946, over 2476059.83 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07294, over 23188.27 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3114, pruned_loss=0.07014, over 2422387.68 frames. utt_duration=1296 frames, utt_pad_proportion=0.04414, over 7486.50 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3192, pruned_loss=0.08174, over 2476785.73 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07456, over 24779.82 utterances.], batch size: 183, lr: 6.09e-04
2022-08-22 19:31:13,734 INFO [train.py:927] (3/8) Epoch 5, batch 7700, giga_loss[loss=0.2025, simple_loss=0.2962, pruned_loss=0.0544, over 12443.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3153, pruned_loss=0.07762, over 2476585.87 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07167, over 23351.45 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3117, pruned_loss=0.0703, over 2423453.58 frames. utt_duration=1296 frames, utt_pad_proportion=0.04361, over 7488.17 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3166, pruned_loss=0.07939, over 2476919.47 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07328, over 24825.50 utterances.], batch size: 162, lr: 6.09e-04
2022-08-22 19:32:56,213 INFO [train.py:927] (3/8) Epoch 5, batch 7750, giga_loss[loss=0.2089, simple_loss=0.2889, pruned_loss=0.06443, over 12415.00 frames. utt_duration=579 frames, utt_pad_proportion=0.03666, over 86.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3112, pruned_loss=0.07512, over 2476447.26 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07021, over 23918.24 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3117, pruned_loss=0.0703, over 2423521.32 frames. utt_duration=1297 frames, utt_pad_proportion=0.04344, over 7483.73 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3123, pruned_loss=0.07653, over 2476872.71 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07159, over 25140.50 utterances.], batch size: 86, lr: 6.09e-04
2022-08-22 19:34:41,315 INFO [train.py:927] (3/8) Epoch 5, batch 7800, giga_loss[loss=0.1883, simple_loss=0.2609, pruned_loss=0.05784, over 12362.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1969, over 366.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3102, pruned_loss=0.07482, over 2476910.75 frames. utt_duration=409 frames, utt_pad_proportion=0.07024, over 24309.52 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3118, pruned_loss=0.07032, over 2424126.54 frames. utt_duration=1299 frames, utt_pad_proportion=0.04297, over 7470.59 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3109, pruned_loss=0.07598, over 2477402.72 frames. utt_duration=390.1 frames, utt_pad_proportion=0.0715, over 25496.90 utterances.], batch size: 366, lr: 6.09e-04
2022-08-22 19:36:41,335 INFO [train.py:927] (3/8) Epoch 5, batch 7850, giga_loss[loss=0.2455, simple_loss=0.3276, pruned_loss=0.08172, over 12415.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03272, over 80.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3126, pruned_loss=0.07513, over 2477185.70 frames. utt_duration=394 frames, utt_pad_proportion=0.07119, over 25243.88 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3128, pruned_loss=0.07063, over 2424817.44 frames. utt_duration=1302 frames, utt_pad_proportion=0.04251, over 7455.58 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3124, pruned_loss=0.07586, over 2477689.04 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07233, over 26440.31 utterances.], batch size: 80, lr: 6.09e-04
2022-08-22 19:38:39,991 INFO [train.py:927] (3/8) Epoch 5, batch 7900, giga_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05772, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03561, over 113.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3113, pruned_loss=0.07389, over 2477778.29 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06766, over 25285.21 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3129, pruned_loss=0.07066, over 2425152.36 frames. utt_duration=1302 frames, utt_pad_proportion=0.04236, over 7458.31 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3111, pruned_loss=0.07446, over 2478114.86 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06876, over 26288.52 utterances.], batch size: 113, lr: 6.08e-04
2022-08-22 19:40:45,488 INFO [train.py:927] (3/8) Epoch 5, batch 7950, libri_loss[loss=0.311, simple_loss=0.3872, pruned_loss=0.1174, over 12438.00 frames. utt_duration=423.1 frames, utt_pad_proportion=0.3379, over 118.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.31, pruned_loss=0.07235, over 2477367.31 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07104, over 25802.69 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3136, pruned_loss=0.07112, over 2425960.15 frames. utt_duration=1290 frames, utt_pad_proportion=0.04651, over 7530.21 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3091, pruned_loss=0.07242, over 2477839.75 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07081, over 26861.64 utterances.], batch size: 118, lr: 6.08e-04
2022-08-22 19:42:45,352 INFO [train.py:927] (3/8) Epoch 5, batch 8000, giga_loss[loss=0.211, simple_loss=0.2924, pruned_loss=0.06483, over 12397.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05443, over 181.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3072, pruned_loss=0.07123, over 2477246.14 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06989, over 25373.48 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3133, pruned_loss=0.07096, over 2426853.38 frames. utt_duration=1297 frames, utt_pad_proportion=0.04579, over 7495.35 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3066, pruned_loss=0.07146, over 2477956.92 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07006, over 26653.35 utterances.], batch size: 181, lr: 6.08e-04
2022-08-22 19:44:40,690 INFO [train.py:927] (3/8) Epoch 5, batch 8050, giga_loss[loss=0.2337, simple_loss=0.3206, pruned_loss=0.0734, over 12412.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04029, over 105.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3069, pruned_loss=0.071, over 2477723.60 frames. utt_duration=384.6 frames, utt_pad_proportion=0.07035, over 25853.53 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.313, pruned_loss=0.07089, over 2427907.71 frames. utt_duration=1299 frames, utt_pad_proportion=0.04526, over 7483.55 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3066, pruned_loss=0.07124, over 2478227.75 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07068, over 27203.29 utterances.], batch size: 105, lr: 6.08e-04
2022-08-22 19:46:57,011 INFO [train.py:927] (3/8) Epoch 5, batch 8100, giga_loss[loss=0.1827, simple_loss=0.2644, pruned_loss=0.05057, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02474, over 45.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3053, pruned_loss=0.06958, over 2477077.13 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07068, over 25918.98 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3127, pruned_loss=0.07071, over 2428195.02 frames. utt_duration=1302 frames, utt_pad_proportion=0.04477, over 7467.35 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3053, pruned_loss=0.06993, over 2477865.89 frames. utt_duration=365.2 frames, utt_pad_proportion=0.07111, over 27233.94 utterances.], batch size: 45, lr: 6.08e-04
2022-08-22 19:48:58,772 INFO [train.py:927] (3/8) Epoch 5, batch 8150, giga_loss[loss=0.2469, simple_loss=0.3392, pruned_loss=0.07735, over 12399.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.03956, over 105.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3061, pruned_loss=0.07015, over 2477586.80 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06948, over 25587.98 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3125, pruned_loss=0.07063, over 2429014.74 frames. utt_duration=1305 frames, utt_pad_proportion=0.0441, over 7452.06 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3061, pruned_loss=0.07048, over 2478367.49 frames. utt_duration=369 frames, utt_pad_proportion=0.07015, over 26960.96 utterances.], batch size: 105, lr: 6.08e-04
2022-08-22 19:51:01,946 INFO [train.py:927] (3/8) Epoch 5, batch 8200, giga_loss[loss=0.1658, simple_loss=0.2376, pruned_loss=0.04703, over 12356.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.192, over 363.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.308, pruned_loss=0.06869, over 2477661.82 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06909, over 25444.58 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3126, pruned_loss=0.07072, over 2429583.28 frames. utt_duration=1302 frames, utt_pad_proportion=0.04444, over 7470.33 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3078, pruned_loss=0.06885, over 2478422.83 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06964, over 26748.13 utterances.], batch size: 363, lr: 6.08e-04
2022-08-22 19:53:09,434 INFO [train.py:927] (3/8) Epoch 5, batch 8250, giga_loss[loss=0.2375, simple_loss=0.3213, pruned_loss=0.07685, over 12439.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04929, over 161.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3084, pruned_loss=0.06777, over 2477699.37 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06881, over 25001.45 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3129, pruned_loss=0.07058, over 2430660.34 frames. utt_duration=1308 frames, utt_pad_proportion=0.04365, over 7442.87 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.308, pruned_loss=0.06796, over 2478413.07 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06958, over 26444.83 utterances.], batch size: 161, lr: 6.07e-04
2022-08-22 19:55:10,511 INFO [train.py:927] (3/8) Epoch 5, batch 8300, giga_loss[loss=0.2085, simple_loss=0.3008, pruned_loss=0.05816, over 12447.00 frames. utt_duration=665 frames, utt_pad_proportion=0.02916, over 75.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3105, pruned_loss=0.0684, over 2477545.69 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06835, over 23959.24 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3163, pruned_loss=0.07126, over 2432303.70 frames. utt_duration=1297 frames, utt_pad_proportion=0.04719, over 7510.18 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3071, pruned_loss=0.06788, over 2478517.79 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06853, over 25782.95 utterances.], batch size: 75, lr: 6.07e-04
2022-08-22 19:57:36,562 INFO [train.py:927] (3/8) Epoch 5, batch 8350, giga_loss[loss=0.1988, simple_loss=0.2851, pruned_loss=0.0563, over 12404.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03335, over 105.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3102, pruned_loss=0.06941, over 2477025.76 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06828, over 23994.87 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3162, pruned_loss=0.07116, over 2433864.04 frames. utt_duration=1292 frames, utt_pad_proportion=0.04707, over 7542.38 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3073, pruned_loss=0.06897, over 2477991.73 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06868, over 26024.04 utterances.], batch size: 105, lr: 6.07e-04
2022-08-22 19:59:45,951 INFO [train.py:927] (3/8) Epoch 5, batch 8400, giga_loss[loss=0.1946, simple_loss=0.271, pruned_loss=0.05911, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03248, over 40.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3063, pruned_loss=0.06789, over 2477409.65 frames. utt_duration=408 frames, utt_pad_proportion=0.07046, over 24355.91 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3161, pruned_loss=0.07113, over 2434384.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.04674, over 7548.93 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.304, pruned_loss=0.06754, over 2478084.02 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07078, over 26101.00 utterances.], batch size: 40, lr: 6.07e-04
2022-08-22 20:01:49,485 INFO [train.py:927] (3/8) Epoch 5, batch 8450, giga_loss[loss=0.2274, simple_loss=0.2983, pruned_loss=0.07827, over 12403.00 frames. utt_duration=141.6 frames, utt_pad_proportion=0.1669, over 353.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3064, pruned_loss=0.06846, over 2477693.97 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07489, over 25345.51 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3156, pruned_loss=0.07086, over 2434742.11 frames. utt_duration=1293 frames, utt_pad_proportion=0.0463, over 7539.71 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3049, pruned_loss=0.06837, over 2478465.04 frames. utt_duration=369 frames, utt_pad_proportion=0.07511, over 26951.71 utterances.], batch size: 353, lr: 6.07e-04
2022-08-22 20:03:53,517 INFO [train.py:927] (3/8) Epoch 5, batch 8500, libri_loss[loss=0.2134, simple_loss=0.2801, pruned_loss=0.07337, over 12387.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009387, over 30.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3059, pruned_loss=0.06916, over 2478026.06 frames. utt_duration=404.8 frames, utt_pad_proportion=0.0695, over 24560.57 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3153, pruned_loss=0.0709, over 2435866.82 frames. utt_duration=1296 frames, utt_pad_proportion=0.04537, over 7526.47 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3047, pruned_loss=0.06901, over 2478773.62 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07043, over 26307.43 utterances.], batch size: 30, lr: 6.07e-04
2022-08-22 20:05:57,928 INFO [train.py:927] (3/8) Epoch 5, batch 8550, giga_loss[loss=0.2159, simple_loss=0.3098, pruned_loss=0.061, over 12455.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03529, over 105.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3067, pruned_loss=0.06994, over 2478322.21 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07087, over 24676.35 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3154, pruned_loss=0.07088, over 2436775.28 frames. utt_duration=1299 frames, utt_pad_proportion=0.04466, over 7513.05 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3055, pruned_loss=0.06981, over 2478857.46 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07182, over 26373.20 utterances.], batch size: 105, lr: 6.07e-04
2022-08-22 20:08:19,805 INFO [train.py:927] (3/8) Epoch 5, batch 8600, libri_loss[loss=0.2444, simple_loss=0.3229, pruned_loss=0.08299, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007478, over 37.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3074, pruned_loss=0.0698, over 2478318.28 frames. utt_duration=403 frames, utt_pad_proportion=0.07227, over 24672.34 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3152, pruned_loss=0.07085, over 2437939.70 frames. utt_duration=1289 frames, utt_pad_proportion=0.04816, over 7576.76 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3064, pruned_loss=0.06971, over 2478615.55 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07233, over 26374.79 utterances.], batch size: 37, lr: 6.07e-04
2022-08-22 20:10:28,240 INFO [train.py:927] (3/8) Epoch 5, batch 8650, giga_loss[loss=0.1806, simple_loss=0.2688, pruned_loss=0.04618, over 12355.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.027, over 66.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3045, pruned_loss=0.06882, over 2477801.98 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07087, over 24393.89 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3153, pruned_loss=0.07079, over 2439145.84 frames. utt_duration=1290 frames, utt_pad_proportion=0.04717, over 7571.57 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3033, pruned_loss=0.06874, over 2478205.53 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07147, over 26338.72 utterances.], batch size: 66, lr: 6.06e-04
2022-08-22 20:12:26,175 INFO [train.py:927] (3/8) Epoch 5, batch 8700, giga_loss[loss=0.2246, simple_loss=0.3119, pruned_loss=0.06867, over 12405.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3021, pruned_loss=0.06849, over 2477938.46 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07141, over 24402.84 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3151, pruned_loss=0.07089, over 2440222.24 frames. utt_duration=1281 frames, utt_pad_proportion=0.05038, over 7629.21 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3008, pruned_loss=0.06822, over 2478674.10 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07125, over 26518.74 utterances.], batch size: 113, lr: 6.06e-04
2022-08-22 20:14:21,442 INFO [train.py:927] (3/8) Epoch 5, batch 8750, giga_loss[loss=0.2433, simple_loss=0.3223, pruned_loss=0.0822, over 12419.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3026, pruned_loss=0.06915, over 2477962.57 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06968, over 24325.16 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3142, pruned_loss=0.07065, over 2441495.77 frames. utt_duration=1288 frames, utt_pad_proportion=0.04885, over 7593.75 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3018, pruned_loss=0.06907, over 2478907.94 frames. utt_duration=371.5 frames, utt_pad_proportion=0.0703, over 26779.49 utterances.], batch size: 133, lr: 6.06e-04
2022-08-22 20:16:25,625 INFO [train.py:927] (3/8) Epoch 5, batch 8800, giga_loss[loss=0.1989, simple_loss=0.2814, pruned_loss=0.05823, over 12454.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02812, over 80.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3005, pruned_loss=0.06751, over 2478342.88 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07207, over 25059.89 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3139, pruned_loss=0.07041, over 2442091.78 frames. utt_duration=1288 frames, utt_pad_proportion=0.04818, over 7591.98 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2999, pruned_loss=0.06761, over 2479221.74 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07267, over 27328.62 utterances.], batch size: 80, lr: 6.06e-04
2022-08-22 20:18:42,204 INFO [train.py:927] (3/8) Epoch 5, batch 8850, libri_loss[loss=0.2994, simple_loss=0.4133, pruned_loss=0.09272, over 12264.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004097, over 34.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3013, pruned_loss=0.06719, over 2478174.24 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06639, over 23868.46 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3155, pruned_loss=0.07077, over 2442622.07 frames. utt_duration=1290 frames, utt_pad_proportion=0.04751, over 7583.33 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2989, pruned_loss=0.06684, over 2479216.50 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06763, over 26077.59 utterances.], batch size: 34, lr: 6.06e-04
2022-08-22 20:20:43,402 INFO [train.py:927] (3/8) Epoch 5, batch 8900, giga_loss[loss=0.1857, simple_loss=0.2785, pruned_loss=0.04643, over 12385.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05255, over 161.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.302, pruned_loss=0.0673, over 2478492.51 frames. utt_duration=417 frames, utt_pad_proportion=0.06673, over 23844.48 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3158, pruned_loss=0.07071, over 2443688.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.04631, over 7548.82 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2993, pruned_loss=0.06693, over 2479666.90 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06829, over 26297.14 utterances.], batch size: 161, lr: 6.06e-04
2022-08-22 20:22:43,259 INFO [train.py:927] (3/8) Epoch 5, batch 8950, giga_loss[loss=0.2107, simple_loss=0.2984, pruned_loss=0.06151, over 12427.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04692, over 161.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3001, pruned_loss=0.06607, over 2479008.23 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06793, over 24401.88 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3157, pruned_loss=0.07066, over 2444428.16 frames. utt_duration=1296 frames, utt_pad_proportion=0.04576, over 7554.80 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2978, pruned_loss=0.06577, over 2479898.43 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06929, over 26633.34 utterances.], batch size: 161, lr: 6.06e-04
2022-08-22 20:24:49,103 INFO [train.py:927] (3/8) Epoch 5, batch 9000, giga_loss[loss=0.2103, simple_loss=0.3024, pruned_loss=0.0591, over 12366.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3017, pruned_loss=0.06653, over 2478992.73 frames. utt_duration=390 frames, utt_pad_proportion=0.06957, over 25506.71 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3157, pruned_loss=0.07066, over 2444428.16 frames. utt_duration=1296 frames, utt_pad_proportion=0.04576, over 7554.80 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2999, pruned_loss=0.0663, over 2479685.58 frames. utt_duration=365.3 frames, utt_pad_proportion=0.0705, over 27243.49 utterances.], batch size: 91, lr: 6.05e-04
2022-08-22 20:24:49,103 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 20:25:05,690 INFO [train.py:967] (3/8) Epoch 5, validation: loss=0.1923, simple_loss=0.2997, pruned_loss=0.04245, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 20:27:00,719 INFO [train.py:927] (3/8) Epoch 5, batch 9050, giga_loss[loss=0.2155, simple_loss=0.3014, pruned_loss=0.0648, over 12415.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03159, over 75.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3023, pruned_loss=0.06712, over 2478379.77 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06639, over 24767.40 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3151, pruned_loss=0.07066, over 2445548.46 frames. utt_duration=1300 frames, utt_pad_proportion=0.04482, over 7535.90 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06676, over 2479184.73 frames. utt_duration=371 frames, utt_pad_proportion=0.06779, over 26817.73 utterances.], batch size: 75, lr: 6.05e-04
2022-08-22 20:29:05,951 INFO [train.py:927] (3/8) Epoch 5, batch 9100, giga_loss[loss=0.2247, simple_loss=0.3142, pruned_loss=0.06755, over 12369.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0367, over 113.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3002, pruned_loss=0.06577, over 2478342.07 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06747, over 25073.20 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3148, pruned_loss=0.07058, over 2445945.83 frames. utt_duration=1302 frames, utt_pad_proportion=0.04448, over 7525.56 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2992, pruned_loss=0.06552, over 2478909.51 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06866, over 26863.95 utterances.], batch size: 113, lr: 6.05e-04
2022-08-22 20:31:07,958 INFO [train.py:927] (3/8) Epoch 5, batch 9150, giga_loss[loss=0.2156, simple_loss=0.3041, pruned_loss=0.06355, over 12366.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04712, over 146.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2987, pruned_loss=0.0652, over 2477908.79 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06719, over 25155.60 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3148, pruned_loss=0.07072, over 2446542.27 frames. utt_duration=1304 frames, utt_pad_proportion=0.04375, over 7512.46 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2976, pruned_loss=0.06478, over 2478548.28 frames. utt_duration=368.8 frames, utt_pad_proportion=0.06843, over 26969.62 utterances.], batch size: 146, lr: 6.05e-04
2022-08-22 20:33:14,246 INFO [train.py:927] (3/8) Epoch 5, batch 9200, giga_loss[loss=0.2245, simple_loss=0.3164, pruned_loss=0.06629, over 12400.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04051, over 133.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3008, pruned_loss=0.06588, over 2478027.46 frames. utt_duration=400 frames, utt_pad_proportion=0.06599, over 24853.76 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3152, pruned_loss=0.07065, over 2446950.13 frames. utt_duration=1306 frames, utt_pad_proportion=0.04319, over 7500.27 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2993, pruned_loss=0.06552, over 2478706.63 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06732, over 26599.95 utterances.], batch size: 133, lr: 6.05e-04
2022-08-22 20:35:08,714 INFO [train.py:927] (3/8) Epoch 5, batch 9250, giga_loss[loss=0.181, simple_loss=0.2789, pruned_loss=0.04153, over 12353.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03198, over 51.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3031, pruned_loss=0.06691, over 2477521.92 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06467, over 23293.46 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.315, pruned_loss=0.0705, over 2447981.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.05124, over 7650.37 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3015, pruned_loss=0.06656, over 2478358.80 frames. utt_duration=394 frames, utt_pad_proportion=0.06412, over 25238.13 utterances.], batch size: 51, lr: 6.05e-04
2022-08-22 20:37:15,206 INFO [train.py:927] (3/8) Epoch 5, batch 9300, giga_loss[loss=0.191, simple_loss=0.2625, pruned_loss=0.05982, over 12378.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1816, over 359.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.304, pruned_loss=0.06745, over 2477440.58 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0675, over 24043.18 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3146, pruned_loss=0.0704, over 2448140.99 frames. utt_duration=1284 frames, utt_pad_proportion=0.05055, over 7636.38 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3028, pruned_loss=0.06721, over 2478462.50 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06714, over 25873.47 utterances.], batch size: 359, lr: 6.05e-04
2022-08-22 20:39:21,943 INFO [train.py:927] (3/8) Epoch 5, batch 9350, giga_loss[loss=0.2306, simple_loss=0.3059, pruned_loss=0.0777, over 12434.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05664, over 182.00 utterances.], tot_loss[loss=0.219, simple_loss=0.303, pruned_loss=0.06749, over 2476963.95 frames. utt_duration=418 frames, utt_pad_proportion=0.06621, over 23771.00 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3142, pruned_loss=0.07024, over 2448223.32 frames. utt_duration=1284 frames, utt_pad_proportion=0.05023, over 7636.69 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3021, pruned_loss=0.06734, over 2478501.90 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06621, over 25687.38 utterances.], batch size: 182, lr: 6.05e-04
2022-08-22 20:41:23,116 INFO [train.py:927] (3/8) Epoch 5, batch 9400, giga_loss[loss=0.2313, simple_loss=0.3113, pruned_loss=0.07567, over 12422.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03045, over 122.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3033, pruned_loss=0.06837, over 2477610.88 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06684, over 24583.54 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.314, pruned_loss=0.07011, over 2448383.32 frames. utt_duration=1285 frames, utt_pad_proportion=0.04996, over 7629.14 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3026, pruned_loss=0.06834, over 2479066.86 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06691, over 26324.41 utterances.], batch size: 122, lr: 6.04e-04
2022-08-22 20:43:30,114 INFO [train.py:927] (3/8) Epoch 5, batch 9450, giga_loss[loss=0.2396, simple_loss=0.3179, pruned_loss=0.08066, over 12346.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.02896, over 91.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3014, pruned_loss=0.06797, over 2477358.48 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06815, over 24168.62 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3135, pruned_loss=0.06997, over 2449565.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.04886, over 7630.66 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3009, pruned_loss=0.068, over 2478745.31 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06863, over 26331.44 utterances.], batch size: 91, lr: 6.04e-04
2022-08-22 20:45:35,121 INFO [train.py:927] (3/8) Epoch 5, batch 9500, giga_loss[loss=0.2214, simple_loss=0.3265, pruned_loss=0.05812, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3002, pruned_loss=0.06614, over 2476383.19 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06873, over 23743.45 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3131, pruned_loss=0.06979, over 2449478.30 frames. utt_duration=1290 frames, utt_pad_proportion=0.04818, over 7603.24 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2999, pruned_loss=0.06628, over 2478059.97 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06935, over 25776.02 utterances.], batch size: 62, lr: 6.04e-04
2022-08-22 20:47:24,991 INFO [train.py:927] (3/8) Epoch 5, batch 9550, giga_loss[loss=0.2003, simple_loss=0.2944, pruned_loss=0.05314, over 12462.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0344, over 98.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.301, pruned_loss=0.06481, over 2476138.80 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06684, over 23269.20 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3129, pruned_loss=0.0697, over 2449504.33 frames. utt_duration=1293 frames, utt_pad_proportion=0.04787, over 7586.26 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3009, pruned_loss=0.06496, over 2477679.65 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06761, over 25033.02 utterances.], batch size: 98, lr: 6.04e-04
2022-08-22 20:49:35,897 INFO [train.py:927] (3/8) Epoch 5, batch 9600, giga_loss[loss=0.2036, simple_loss=0.2836, pruned_loss=0.06176, over 12417.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09655, over 256.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3006, pruned_loss=0.06468, over 2476911.51 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06906, over 24580.32 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3125, pruned_loss=0.06964, over 2449870.48 frames. utt_duration=1296 frames, utt_pad_proportion=0.04714, over 7572.65 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3005, pruned_loss=0.06476, over 2478279.32 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06979, over 26270.55 utterances.], batch size: 256, lr: 6.04e-04
2022-08-22 20:51:49,388 INFO [train.py:927] (3/8) Epoch 5, batch 9650, giga_loss[loss=0.2132, simple_loss=0.3113, pruned_loss=0.05756, over 12397.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.04007, over 105.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3012, pruned_loss=0.06415, over 2477177.70 frames. utt_duration=395 frames, utt_pad_proportion=0.06625, over 25161.43 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3127, pruned_loss=0.06954, over 2450181.52 frames. utt_duration=1299 frames, utt_pad_proportion=0.04643, over 7554.29 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3008, pruned_loss=0.06422, over 2478467.13 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06722, over 26825.22 utterances.], batch size: 105, lr: 6.04e-04
2022-08-22 20:54:06,713 INFO [train.py:927] (3/8) Epoch 5, batch 9700, giga_loss[loss=0.2641, simple_loss=0.3654, pruned_loss=0.08136, over 12387.00 frames. utt_duration=410.4 frames, utt_pad_proportion=0.02517, over 121.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3034, pruned_loss=0.06529, over 2477023.67 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06939, over 25695.40 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3125, pruned_loss=0.06943, over 2450593.76 frames. utt_duration=1300 frames, utt_pad_proportion=0.04596, over 7547.54 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.303, pruned_loss=0.06533, over 2478298.99 frames. utt_duration=362.5 frames, utt_pad_proportion=0.07019, over 27434.94 utterances.], batch size: 121, lr: 6.04e-04
2022-08-22 20:56:27,689 INFO [train.py:927] (3/8) Epoch 5, batch 9750, giga_loss[loss=0.195, simple_loss=0.283, pruned_loss=0.05346, over 12375.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03212, over 97.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3039, pruned_loss=0.06551, over 2477542.47 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06555, over 24851.73 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3125, pruned_loss=0.06948, over 2450958.55 frames. utt_duration=1296 frames, utt_pad_proportion=0.0463, over 7575.18 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3035, pruned_loss=0.06542, over 2478726.24 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06646, over 26544.49 utterances.], batch size: 97, lr: 6.04e-04
2022-08-22 20:58:37,964 INFO [train.py:927] (3/8) Epoch 5, batch 9800, giga_loss[loss=0.2187, simple_loss=0.3082, pruned_loss=0.06462, over 12445.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04735, over 147.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06475, over 2477012.82 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06682, over 24998.28 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3118, pruned_loss=0.06918, over 2451072.85 frames. utt_duration=1301 frames, utt_pad_proportion=0.04529, over 7542.38 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.302, pruned_loss=0.06484, over 2478554.57 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06785, over 26859.56 utterances.], batch size: 147, lr: 6.03e-04
2022-08-22 21:00:40,161 INFO [train.py:927] (3/8) Epoch 5, batch 9850, giga_loss[loss=0.2316, simple_loss=0.3087, pruned_loss=0.07721, over 12371.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3014, pruned_loss=0.06433, over 2477620.03 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06428, over 24524.44 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3114, pruned_loss=0.06901, over 2451860.56 frames. utt_duration=1304 frames, utt_pad_proportion=0.04465, over 7531.72 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3016, pruned_loss=0.06445, over 2478611.38 frames. utt_duration=378 frames, utt_pad_proportion=0.06554, over 26313.25 utterances.], batch size: 91, lr: 6.03e-04
2022-08-22 21:02:33,602 INFO [train.py:927] (3/8) Epoch 5, batch 9900, giga_loss[loss=0.2187, simple_loss=0.2993, pruned_loss=0.06901, over 12357.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03054, over 58.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3037, pruned_loss=0.06548, over 2477665.61 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06479, over 24346.68 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3116, pruned_loss=0.06929, over 2452199.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.04836, over 7598.82 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3035, pruned_loss=0.06526, over 2478705.49 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06505, over 26072.05 utterances.], batch size: 58, lr: 6.03e-04
2022-08-22 21:04:32,790 INFO [train.py:927] (3/8) Epoch 5, batch 9950, libri_loss[loss=0.2021, simple_loss=0.2836, pruned_loss=0.06024, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01049, over 28.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3012, pruned_loss=0.06506, over 2476386.80 frames. utt_duration=419.5 frames, utt_pad_proportion=0.0631, over 23680.84 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3109, pruned_loss=0.06899, over 2452269.29 frames. utt_duration=1299 frames, utt_pad_proportion=0.04756, over 7560.19 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3014, pruned_loss=0.06504, over 2477694.81 frames. utt_duration=390.7 frames, utt_pad_proportion=0.0637, over 25442.01 utterances.], batch size: 28, lr: 6.03e-04
2022-08-22 21:06:15,056 INFO [train.py:927] (3/8) Epoch 5, batch 10000, giga_loss[loss=0.2568, simple_loss=0.3435, pruned_loss=0.08503, over 12358.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02939, over 70.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3064, pruned_loss=0.06824, over 2475659.97 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06629, over 22961.85 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3111, pruned_loss=0.06902, over 2452456.17 frames. utt_duration=1284 frames, utt_pad_proportion=0.05176, over 7651.15 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3062, pruned_loss=0.06817, over 2476855.50 frames. utt_duration=405.8 frames, utt_pad_proportion=0.0655, over 24488.86 utterances.], batch size: 70, lr: 6.03e-04
2022-08-22 21:07:57,860 INFO [train.py:927] (3/8) Epoch 5, batch 10050, giga_loss[loss=0.2295, simple_loss=0.3099, pruned_loss=0.07448, over 12161.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03458, over 36.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3116, pruned_loss=0.07156, over 2474772.51 frames. utt_duration=443.6 frames, utt_pad_proportion=0.06905, over 22377.20 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3112, pruned_loss=0.06899, over 2452416.89 frames. utt_duration=1285 frames, utt_pad_proportion=0.05157, over 7643.89 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3114, pruned_loss=0.07154, over 2475855.46 frames. utt_duration=420 frames, utt_pad_proportion=0.06834, over 23650.48 utterances.], batch size: 36, lr: 6.03e-04
2022-08-22 21:09:41,517 INFO [train.py:927] (3/8) Epoch 5, batch 10100, giga_loss[loss=0.1876, simple_loss=0.2669, pruned_loss=0.05419, over 12373.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.307, pruned_loss=0.0704, over 2475171.38 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06471, over 21495.90 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3113, pruned_loss=0.069, over 2452767.42 frames. utt_duration=1288 frames, utt_pad_proportion=0.05101, over 7628.30 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3068, pruned_loss=0.07042, over 2476007.98 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06457, over 22708.93 utterances.], batch size: 97, lr: 6.03e-04
2022-08-22 21:11:23,882 INFO [train.py:927] (3/8) Epoch 5, batch 10150, giga_loss[loss=0.1761, simple_loss=0.2519, pruned_loss=0.05016, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.05038, over 34.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2992, pruned_loss=0.06759, over 2475173.70 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06473, over 20611.57 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3112, pruned_loss=0.06903, over 2453063.76 frames. utt_duration=1288 frames, utt_pad_proportion=0.05022, over 7624.78 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2989, pruned_loss=0.06758, over 2475993.44 frames. utt_duration=455.3 frames, utt_pad_proportion=0.06496, over 21815.95 utterances.], batch size: 34, lr: 6.02e-04
2022-08-22 21:13:06,541 INFO [train.py:927] (3/8) Epoch 5, batch 10200, giga_loss[loss=0.1832, simple_loss=0.2692, pruned_loss=0.04858, over 12447.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05048, over 162.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2921, pruned_loss=0.06534, over 2474904.08 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07048, over 21142.66 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3109, pruned_loss=0.06885, over 2453169.93 frames. utt_duration=1291 frames, utt_pad_proportion=0.04934, over 7608.40 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2918, pruned_loss=0.06541, over 2475961.46 frames. utt_duration=443.1 frames, utt_pad_proportion=0.0708, over 22422.16 utterances.], batch size: 162, lr: 6.02e-04
2022-08-22 21:14:48,254 INFO [train.py:927] (3/8) Epoch 5, batch 10250, giga_loss[loss=0.1826, simple_loss=0.2612, pruned_loss=0.05199, over 12243.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0303, over 42.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2875, pruned_loss=0.06366, over 2474906.47 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07277, over 20839.44 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3112, pruned_loss=0.0691, over 2454163.17 frames. utt_duration=1295 frames, utt_pad_proportion=0.04797, over 7590.25 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2863, pruned_loss=0.06336, over 2475544.25 frames. utt_duration=445.4 frames, utt_pad_proportion=0.0735, over 22300.68 utterances.], batch size: 42, lr: 6.02e-04
2022-08-22 21:16:27,634 INFO [train.py:927] (3/8) Epoch 5, batch 10300, giga_loss[loss=0.1849, simple_loss=0.2595, pruned_loss=0.05516, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2829, pruned_loss=0.0621, over 2475031.20 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07313, over 20398.94 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3109, pruned_loss=0.06913, over 2454646.96 frames. utt_duration=1298 frames, utt_pad_proportion=0.04696, over 7570.79 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2815, pruned_loss=0.06165, over 2475680.58 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07426, over 21950.56 utterances.], batch size: 80, lr: 6.02e-04
2022-08-22 21:18:08,638 INFO [train.py:927] (3/8) Epoch 5, batch 10350, giga_loss[loss=0.2077, simple_loss=0.2816, pruned_loss=0.06695, over 12378.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.0646, over 183.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2791, pruned_loss=0.06041, over 2474827.27 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06747, over 19959.21 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.311, pruned_loss=0.0691, over 2454751.24 frames. utt_duration=1301 frames, utt_pad_proportion=0.04611, over 7554.53 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2772, pruned_loss=0.05991, over 2475742.56 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0692, over 21498.16 utterances.], batch size: 183, lr: 6.02e-04
2022-08-22 21:19:49,051 INFO [train.py:927] (3/8) Epoch 5, batch 10400, giga_loss[loss=0.1721, simple_loss=0.2513, pruned_loss=0.04643, over 12212.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03035, over 42.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2748, pruned_loss=0.05832, over 2474535.50 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06455, over 19020.49 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3109, pruned_loss=0.0691, over 2455155.16 frames. utt_duration=1300 frames, utt_pad_proportion=0.04584, over 7565.38 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2723, pruned_loss=0.05762, over 2475540.70 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06653, over 20629.79 utterances.], batch size: 42, lr: 6.02e-04
2022-08-22 21:21:33,181 INFO [train.py:927] (3/8) Epoch 5, batch 10450, giga_loss[loss=0.2776, simple_loss=0.323, pruned_loss=0.1161, over 12345.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.271, pruned_loss=0.05738, over 2474203.55 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06934, over 19809.10 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3106, pruned_loss=0.06898, over 2455363.56 frames. utt_duration=1302 frames, utt_pad_proportion=0.0456, over 7552.73 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.269, pruned_loss=0.05683, over 2474995.04 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07065, over 21185.17 utterances.], batch size: 369, lr: 6.02e-04
2022-08-22 21:23:16,149 INFO [train.py:927] (3/8) Epoch 5, batch 10500, giga_loss[loss=0.2277, simple_loss=0.3106, pruned_loss=0.07241, over 12343.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03347, over 51.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2805, pruned_loss=0.06238, over 2474121.42 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06758, over 19603.35 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.31, pruned_loss=0.06873, over 2455660.39 frames. utt_duration=1306 frames, utt_pad_proportion=0.04515, over 7529.54 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2789, pruned_loss=0.06201, over 2474738.50 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06895, over 20857.93 utterances.], batch size: 51, lr: 6.02e-04
2022-08-22 21:24:59,554 INFO [train.py:927] (3/8) Epoch 5, batch 10550, giga_loss[loss=0.2337, simple_loss=0.3208, pruned_loss=0.07333, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0263, over 48.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2918, pruned_loss=0.06715, over 2474165.42 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06547, over 19475.64 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3104, pruned_loss=0.06892, over 2455965.59 frames. utt_duration=1309 frames, utt_pad_proportion=0.04432, over 7514.42 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2896, pruned_loss=0.0666, over 2474788.28 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06712, over 20760.59 utterances.], batch size: 48, lr: 6.01e-04
2022-08-22 21:26:42,392 INFO [train.py:927] (3/8) Epoch 5, batch 10600, giga_loss[loss=0.2517, simple_loss=0.3205, pruned_loss=0.09142, over 12381.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2982, pruned_loss=0.06948, over 2474037.69 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06972, over 20373.65 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3115, pruned_loss=0.06931, over 2456371.87 frames. utt_duration=1305 frames, utt_pad_proportion=0.04449, over 7539.89 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2953, pruned_loss=0.06869, over 2474490.63 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07084, over 21581.49 utterances.], batch size: 257, lr: 6.01e-04
2022-08-22 21:28:25,361 INFO [train.py:927] (3/8) Epoch 5, batch 10650, giga_loss[loss=0.2193, simple_loss=0.3086, pruned_loss=0.06502, over 12366.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02746, over 66.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3024, pruned_loss=0.07132, over 2474195.08 frames. utt_duration=488 frames, utt_pad_proportion=0.06833, over 20344.00 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3112, pruned_loss=0.06921, over 2456270.56 frames. utt_duration=1306 frames, utt_pad_proportion=0.04403, over 7528.86 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3002, pruned_loss=0.0708, over 2474892.95 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06954, over 21490.93 utterances.], batch size: 66, lr: 6.01e-04
2022-08-22 21:30:08,779 INFO [train.py:927] (3/8) Epoch 5, batch 10700, giga_loss[loss=0.2484, simple_loss=0.3356, pruned_loss=0.08059, over 12271.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02758, over 54.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3069, pruned_loss=0.07362, over 2474000.87 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06647, over 19725.70 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3109, pruned_loss=0.06913, over 2456593.90 frames. utt_duration=1308 frames, utt_pad_proportion=0.04356, over 7520.46 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3053, pruned_loss=0.07336, over 2474568.95 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06781, over 20870.30 utterances.], batch size: 54, lr: 6.01e-04
2022-08-22 21:31:49,604 INFO [train.py:927] (3/8) Epoch 5, batch 10750, giga_loss[loss=0.2378, simple_loss=0.3212, pruned_loss=0.07723, over 12336.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3109, pruned_loss=0.07532, over 2474165.42 frames. utt_duration=520.5 frames, utt_pad_proportion=0.0677, over 19068.02 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3108, pruned_loss=0.06941, over 2457286.02 frames. utt_duration=1273 frames, utt_pad_proportion=0.05645, over 7731.23 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3097, pruned_loss=0.07507, over 2474707.90 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06477, over 20296.70 utterances.], batch size: 97, lr: 6.01e-04
2022-08-22 21:33:31,171 INFO [train.py:927] (3/8) Epoch 5, batch 10800, giga_loss[loss=0.2429, simple_loss=0.3305, pruned_loss=0.07769, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3123, pruned_loss=0.07477, over 2474252.98 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06484, over 18576.10 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3104, pruned_loss=0.06927, over 2457546.15 frames. utt_duration=1279 frames, utt_pad_proportion=0.05533, over 7694.71 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3117, pruned_loss=0.07485, over 2474917.99 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06312, over 19890.75 utterances.], batch size: 113, lr: 6.01e-04
2022-08-22 21:35:12,720 INFO [train.py:927] (3/8) Epoch 5, batch 10850, giga_loss[loss=0.2147, simple_loss=0.3071, pruned_loss=0.06117, over 12386.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3123, pruned_loss=0.07357, over 2474412.07 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06415, over 17811.54 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3101, pruned_loss=0.06921, over 2458150.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05817, over 7750.04 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3122, pruned_loss=0.07387, over 2474986.17 frames. utt_duration=517 frames, utt_pad_proportion=0.06191, over 19204.05 utterances.], batch size: 91, lr: 6.01e-04
2022-08-22 21:36:54,841 INFO [train.py:927] (3/8) Epoch 5, batch 10900, giga_loss[loss=0.2819, simple_loss=0.3422, pruned_loss=0.1108, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3136, pruned_loss=0.07455, over 2473996.15 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06292, over 17524.53 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3098, pruned_loss=0.06896, over 2458779.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05668, over 7728.17 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3139, pruned_loss=0.07515, over 2474410.35 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06178, over 18972.33 utterances.], batch size: 146, lr: 6.01e-04
2022-08-22 21:38:37,822 INFO [train.py:927] (3/8) Epoch 5, batch 10950, libri_loss[loss=0.2368, simple_loss=0.3227, pruned_loss=0.07543, over 12193.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03484, over 27.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3155, pruned_loss=0.0777, over 2472698.91 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06315, over 17483.96 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3102, pruned_loss=0.06923, over 2458773.26 frames. utt_duration=1278 frames, utt_pad_proportion=0.05593, over 7705.69 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3154, pruned_loss=0.07805, over 2473313.09 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06253, over 18836.29 utterances.], batch size: 27, lr: 6.00e-04
2022-08-22 21:40:20,638 INFO [train.py:927] (3/8) Epoch 5, batch 11000, giga_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06447, over 12331.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02987, over 66.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3149, pruned_loss=0.07863, over 2472785.53 frames. utt_duration=566.5 frames, utt_pad_proportion=0.0623, over 17505.37 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.31, pruned_loss=0.06921, over 2458476.92 frames. utt_duration=1285 frames, utt_pad_proportion=0.05453, over 7660.79 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3151, pruned_loss=0.07923, over 2474029.32 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06245, over 18957.85 utterances.], batch size: 66, lr: 6.00e-04
2022-08-22 21:42:04,424 INFO [train.py:927] (3/8) Epoch 5, batch 11050, giga_loss[loss=0.2145, simple_loss=0.2945, pruned_loss=0.06724, over 12445.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03769, over 105.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3135, pruned_loss=0.07796, over 2472437.79 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05866, over 16836.91 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3096, pruned_loss=0.06905, over 2458536.18 frames. utt_duration=1288 frames, utt_pad_proportion=0.05362, over 7646.37 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3141, pruned_loss=0.07883, over 2473739.06 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05945, over 18267.10 utterances.], batch size: 105, lr: 6.00e-04
2022-08-22 21:43:48,761 INFO [train.py:927] (3/8) Epoch 5, batch 11100, giga_loss[loss=0.2299, simple_loss=0.3046, pruned_loss=0.07765, over 12412.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0276, over 58.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3107, pruned_loss=0.07591, over 2473157.58 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06087, over 16618.51 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.309, pruned_loss=0.06871, over 2459059.28 frames. utt_duration=1290 frames, utt_pad_proportion=0.05236, over 7636.12 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.0772, over 2474260.87 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06188, over 18114.90 utterances.], batch size: 58, lr: 6.00e-04
2022-08-22 21:45:38,971 INFO [train.py:927] (3/8) Epoch 5, batch 11150, giga_loss[loss=0.2193, simple_loss=0.3057, pruned_loss=0.06648, over 12308.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03468, over 51.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3055, pruned_loss=0.07341, over 2472729.04 frames. utt_duration=596.2 frames, utt_pad_proportion=0.06003, over 16631.49 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.309, pruned_loss=0.0688, over 2459077.99 frames. utt_duration=1290 frames, utt_pad_proportion=0.05215, over 7633.94 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3064, pruned_loss=0.07436, over 2473641.86 frames. utt_duration=555.8 frames, utt_pad_proportion=0.061, over 17849.36 utterances.], batch size: 51, lr: 6.00e-04
2022-08-22 21:47:22,779 INFO [train.py:927] (3/8) Epoch 5, batch 11200, giga_loss[loss=0.2594, simple_loss=0.3179, pruned_loss=0.1005, over 12392.00 frames. utt_duration=190.8 frames, utt_pad_proportion=0.1166, over 262.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3023, pruned_loss=0.072, over 2473290.78 frames. utt_duration=537.8 frames, utt_pad_proportion=0.07189, over 18446.96 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3085, pruned_loss=0.06862, over 2459204.61 frames. utt_duration=1296 frames, utt_pad_proportion=0.05124, over 7601.41 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3032, pruned_loss=0.07299, over 2474207.59 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07226, over 19646.66 utterances.], batch size: 262, lr: 6.00e-04
2022-08-22 21:49:05,723 INFO [train.py:927] (3/8) Epoch 5, batch 11250, giga_loss[loss=0.2702, simple_loss=0.3368, pruned_loss=0.1018, over 12415.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06738, over 211.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3031, pruned_loss=0.07236, over 2472971.56 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06899, over 18363.84 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3089, pruned_loss=0.06861, over 2459448.11 frames. utt_duration=1300 frames, utt_pad_proportion=0.04979, over 7574.97 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3034, pruned_loss=0.0733, over 2473991.31 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07018, over 19749.77 utterances.], batch size: 211, lr: 6.00e-04
2022-08-22 21:50:46,744 INFO [train.py:927] (3/8) Epoch 5, batch 11300, giga_loss[loss=0.1952, simple_loss=0.2725, pruned_loss=0.059, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03938, over 33.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3, pruned_loss=0.07141, over 2472663.69 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06648, over 17631.08 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.309, pruned_loss=0.06868, over 2459939.89 frames. utt_duration=1292 frames, utt_pad_proportion=0.0504, over 7622.38 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3, pruned_loss=0.07218, over 2473349.40 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06759, over 18917.36 utterances.], batch size: 33, lr: 5.99e-04
2022-08-22 21:52:30,799 INFO [train.py:927] (3/8) Epoch 5, batch 11350, giga_loss[loss=0.207, simple_loss=0.2799, pruned_loss=0.06706, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03325, over 42.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2965, pruned_loss=0.07048, over 2472080.56 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06496, over 17510.72 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3085, pruned_loss=0.06848, over 2460106.41 frames. utt_duration=1296 frames, utt_pad_proportion=0.04988, over 7600.15 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2968, pruned_loss=0.07129, over 2472631.52 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06619, over 18672.32 utterances.], batch size: 42, lr: 5.99e-04
2022-08-22 21:54:11,676 INFO [train.py:927] (3/8) Epoch 5, batch 11400, libri_loss[loss=0.2222, simple_loss=0.3088, pruned_loss=0.06781, over 12442.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01528, over 40.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2928, pruned_loss=0.06899, over 2472581.81 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06047, over 16589.75 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3082, pruned_loss=0.06847, over 2460563.17 frames. utt_duration=1299 frames, utt_pad_proportion=0.04896, over 7584.41 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.293, pruned_loss=0.06966, over 2472866.27 frames. utt_duration=559 frames, utt_pad_proportion=0.06223, over 17743.57 utterances.], batch size: 40, lr: 5.99e-04
2022-08-22 21:55:53,224 INFO [train.py:927] (3/8) Epoch 5, batch 11450, giga_loss[loss=0.2004, simple_loss=0.2638, pruned_loss=0.06856, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04063, over 37.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2895, pruned_loss=0.0674, over 2472291.06 frames. utt_duration=622.1 frames, utt_pad_proportion=0.0591, over 15933.57 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.308, pruned_loss=0.06838, over 2460431.13 frames. utt_duration=1287 frames, utt_pad_proportion=0.05335, over 7658.67 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2893, pruned_loss=0.06802, over 2473023.77 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05898, over 17077.03 utterances.], batch size: 37, lr: 5.99e-04
2022-08-22 21:57:34,118 INFO [train.py:927] (3/8) Epoch 5, batch 11500, libri_loss[loss=0.1919, simple_loss=0.2749, pruned_loss=0.0545, over 12235.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005684, over 31.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2879, pruned_loss=0.06664, over 2473098.26 frames. utt_duration=617.3 frames, utt_pad_proportion=0.06077, over 16064.15 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.308, pruned_loss=0.06845, over 2460862.45 frames. utt_duration=1288 frames, utt_pad_proportion=0.05216, over 7652.03 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2872, pruned_loss=0.06705, over 2473635.83 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06117, over 17216.43 utterances.], batch size: 31, lr: 5.99e-04
2022-08-22 21:59:17,649 INFO [train.py:927] (3/8) Epoch 5, batch 11550, libri_loss[loss=0.259, simple_loss=0.3421, pruned_loss=0.08798, over 12323.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005902, over 36.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2889, pruned_loss=0.0675, over 2472054.71 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06334, over 16376.26 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3079, pruned_loss=0.06859, over 2460567.68 frames. utt_duration=1293 frames, utt_pad_proportion=0.05105, over 7617.91 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2879, pruned_loss=0.06764, over 2473066.43 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06404, over 17567.84 utterances.], batch size: 36, lr: 5.99e-04
2022-08-22 22:01:00,352 INFO [train.py:927] (3/8) Epoch 5, batch 11600, giga_loss[loss=0.2933, simple_loss=0.3618, pruned_loss=0.1125, over 12433.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03632, over 123.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.2964, pruned_loss=0.07202, over 2472254.38 frames. utt_duration=595.4 frames, utt_pad_proportion=0.06296, over 16650.25 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3092, pruned_loss=0.06906, over 2460809.62 frames. utt_duration=1295 frames, utt_pad_proportion=0.05045, over 7609.67 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2943, pruned_loss=0.07173, over 2473000.42 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06381, over 17707.38 utterances.], batch size: 123, lr: 5.99e-04
2022-08-22 22:02:43,881 INFO [train.py:927] (3/8) Epoch 5, batch 11650, giga_loss[loss=0.2233, simple_loss=0.313, pruned_loss=0.06678, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03548, over 113.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3015, pruned_loss=0.07454, over 2471745.67 frames. utt_duration=569 frames, utt_pad_proportion=0.06942, over 17423.40 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3086, pruned_loss=0.06884, over 2460878.17 frames. utt_duration=1300 frames, utt_pad_proportion=0.04975, over 7581.66 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3002, pruned_loss=0.07458, over 2472484.94 frames. utt_duration=537.4 frames, utt_pad_proportion=0.07012, over 18454.94 utterances.], batch size: 113, lr: 5.99e-04
2022-08-22 22:04:26,050 INFO [train.py:927] (3/8) Epoch 5, batch 11700, giga_loss[loss=0.3096, simple_loss=0.376, pruned_loss=0.1217, over 12418.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03496, over 123.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3072, pruned_loss=0.07655, over 2471807.72 frames. utt_duration=568 frames, utt_pad_proportion=0.0676, over 17452.13 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.308, pruned_loss=0.06857, over 2460501.39 frames. utt_duration=1301 frames, utt_pad_proportion=0.04985, over 7574.82 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3066, pruned_loss=0.07698, over 2473015.94 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06836, over 18505.62 utterances.], batch size: 123, lr: 5.98e-04
2022-08-22 22:06:08,336 INFO [train.py:927] (3/8) Epoch 5, batch 11750, giga_loss[loss=0.1921, simple_loss=0.2809, pruned_loss=0.05164, over 12361.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04255, over 133.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3098, pruned_loss=0.07724, over 2470859.52 frames. utt_duration=543.6 frames, utt_pad_proportion=0.07178, over 18231.31 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3081, pruned_loss=0.06862, over 2460539.49 frames. utt_duration=1297 frames, utt_pad_proportion=0.05012, over 7599.91 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3092, pruned_loss=0.07765, over 2471930.89 frames. utt_duration=517.2 frames, utt_pad_proportion=0.0722, over 19173.89 utterances.], batch size: 133, lr: 5.98e-04
2022-08-22 22:07:49,107 INFO [train.py:927] (3/8) Epoch 5, batch 11800, giga_loss[loss=0.2411, simple_loss=0.3152, pruned_loss=0.08353, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02928, over 43.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3095, pruned_loss=0.076, over 2471570.05 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06873, over 18129.05 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3085, pruned_loss=0.06879, over 2460761.95 frames. utt_duration=1296 frames, utt_pad_proportion=0.04958, over 7602.92 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3088, pruned_loss=0.07627, over 2472350.56 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06948, over 19006.15 utterances.], batch size: 43, lr: 5.98e-04
2022-08-22 22:09:32,390 INFO [train.py:927] (3/8) Epoch 5, batch 11850, giga_loss[loss=0.2816, simple_loss=0.3491, pruned_loss=0.107, over 12283.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02633, over 54.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3126, pruned_loss=0.0767, over 2470993.67 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06764, over 18183.37 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3096, pruned_loss=0.06887, over 2460745.09 frames. utt_duration=1287 frames, utt_pad_proportion=0.05316, over 7656.13 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3111, pruned_loss=0.07702, over 2471871.62 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06705, over 19079.93 utterances.], batch size: 54, lr: 5.98e-04
2022-08-22 22:11:17,962 INFO [train.py:927] (3/8) Epoch 5, batch 11900, giga_loss[loss=0.2431, simple_loss=0.3265, pruned_loss=0.07986, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02654, over 66.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3136, pruned_loss=0.07743, over 2471596.53 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06915, over 18268.64 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3094, pruned_loss=0.06892, over 2460832.56 frames. utt_duration=1291 frames, utt_pad_proportion=0.0524, over 7633.17 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3126, pruned_loss=0.07778, over 2472411.35 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06902, over 19201.70 utterances.], batch size: 66, lr: 5.98e-04
2022-08-22 22:13:04,608 INFO [train.py:927] (3/8) Epoch 5, batch 11950, giga_loss[loss=0.2471, simple_loss=0.3164, pruned_loss=0.08891, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02714, over 45.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3139, pruned_loss=0.0781, over 2471696.07 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06934, over 17630.03 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3091, pruned_loss=0.06882, over 2461095.92 frames. utt_duration=1293 frames, utt_pad_proportion=0.05137, over 7620.25 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3135, pruned_loss=0.07874, over 2472393.07 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06985, over 18684.63 utterances.], batch size: 45, lr: 5.98e-04
2022-08-22 22:14:47,739 INFO [train.py:927] (3/8) Epoch 5, batch 12000, giga_loss[loss=0.2253, simple_loss=0.3154, pruned_loss=0.06763, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02961, over 45.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3162, pruned_loss=0.07943, over 2471906.17 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06982, over 17849.11 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3093, pruned_loss=0.06888, over 2461326.76 frames. utt_duration=1287 frames, utt_pad_proportion=0.0519, over 7658.82 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3158, pruned_loss=0.08001, over 2472394.65 frames. utt_duration=528.2 frames, utt_pad_proportion=0.07014, over 18775.78 utterances.], batch size: 45, lr: 5.98e-04
2022-08-22 22:14:47,740 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 22:15:00,906 INFO [train.py:967] (3/8) 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 22:16:44,569 INFO [train.py:927] (3/8) Epoch 5, batch 12050, giga_loss[loss=0.2553, simple_loss=0.3371, pruned_loss=0.08679, over 12396.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02885, over 58.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3168, pruned_loss=0.07917, over 2470749.25 frames. utt_duration=579.6 frames, utt_pad_proportion=0.067, over 17094.78 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3091, pruned_loss=0.06885, over 2461265.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.05118, over 7645.83 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3167, pruned_loss=0.07983, over 2471343.69 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06779, over 18012.61 utterances.], batch size: 58, lr: 5.98e-04
2022-08-22 22:18:25,645 INFO [train.py:927] (3/8) Epoch 5, batch 12100, giga_loss[loss=0.2608, simple_loss=0.3362, pruned_loss=0.09272, over 12410.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02529, over 91.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3173, pruned_loss=0.07963, over 2471167.69 frames. utt_duration=595 frames, utt_pad_proportion=0.06382, over 16655.73 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3102, pruned_loss=0.06941, over 2461293.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.05497, over 7696.73 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3164, pruned_loss=0.07988, over 2471840.07 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06332, over 17549.73 utterances.], batch size: 91, lr: 5.97e-04
2022-08-22 22:20:10,082 INFO [train.py:927] (3/8) Epoch 5, batch 12150, giga_loss[loss=0.1914, simple_loss=0.2722, pruned_loss=0.05535, over 12129.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03359, over 30.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3156, pruned_loss=0.07945, over 2470554.22 frames. utt_duration=614.2 frames, utt_pad_proportion=0.06305, over 16129.65 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3104, pruned_loss=0.06972, over 2461443.24 frames. utt_duration=1280 frames, utt_pad_proportion=0.05479, over 7702.91 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.315, pruned_loss=0.07961, over 2471164.34 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06289, over 17039.58 utterances.], batch size: 30, lr: 5.97e-04
2022-08-22 22:21:51,073 INFO [train.py:927] (3/8) Epoch 5, batch 12200, libri_loss[loss=0.2288, simple_loss=0.3148, pruned_loss=0.07141, over 12350.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01601, over 41.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3159, pruned_loss=0.07951, over 2471591.23 frames. utt_duration=610.5 frames, utt_pad_proportion=0.06131, over 16234.96 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3104, pruned_loss=0.06992, over 2461453.78 frames. utt_duration=1278 frames, utt_pad_proportion=0.05407, over 7711.33 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3154, pruned_loss=0.07969, over 2472290.78 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06162, over 17146.92 utterances.], batch size: 41, lr: 5.97e-04
2022-08-22 22:23:31,589 INFO [train.py:927] (3/8) Epoch 5, batch 12250, giga_loss[loss=0.2787, simple_loss=0.3278, pruned_loss=0.1148, over 12358.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3153, pruned_loss=0.07903, over 2471513.45 frames. utt_duration=602.6 frames, utt_pad_proportion=0.06544, over 16445.97 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3105, pruned_loss=0.06997, over 2461368.49 frames. utt_duration=1276 frames, utt_pad_proportion=0.05406, over 7723.15 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3149, pruned_loss=0.07921, over 2472220.97 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06552, over 17225.72 utterances.], batch size: 369, lr: 5.97e-04
2022-08-22 22:25:11,980 INFO [train.py:927] (3/8) Epoch 5, batch 12300, giga_loss[loss=0.2212, simple_loss=0.3016, pruned_loss=0.07043, over 12461.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03501, over 43.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3138, pruned_loss=0.07793, over 2471531.54 frames. utt_duration=624.3 frames, utt_pad_proportion=0.06314, over 15873.51 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3107, pruned_loss=0.07015, over 2461388.67 frames. utt_duration=1279 frames, utt_pad_proportion=0.0533, over 7705.47 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3134, pruned_loss=0.07815, over 2472345.87 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06371, over 16736.71 utterances.], batch size: 43, lr: 5.97e-04
2022-08-22 22:26:53,304 INFO [train.py:927] (3/8) Epoch 5, batch 12350, giga_loss[loss=0.255, simple_loss=0.336, pruned_loss=0.08697, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05364, over 162.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3128, pruned_loss=0.07751, over 2472000.67 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06924, over 16556.23 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3119, pruned_loss=0.07053, over 2461777.66 frames. utt_duration=1273 frames, utt_pad_proportion=0.05376, over 7745.67 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3116, pruned_loss=0.07758, over 2472640.92 frames. utt_duration=566.7 frames, utt_pad_proportion=0.0695, over 17498.23 utterances.], batch size: 162, lr: 5.97e-04
2022-08-22 22:28:32,619 INFO [train.py:927] (3/8) Epoch 5, batch 12400, giga_loss[loss=0.2307, simple_loss=0.318, pruned_loss=0.07173, over 12423.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04275, over 26.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3108, pruned_loss=0.07712, over 2471253.40 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06664, over 16066.20 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3121, pruned_loss=0.07108, over 2461720.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05267, over 7732.16 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3097, pruned_loss=0.07689, over 2472102.59 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06757, over 17065.57 utterances.], batch size: 26, lr: 5.97e-04
2022-08-22 22:30:14,169 INFO [train.py:927] (3/8) Epoch 5, batch 12450, giga_loss[loss=0.2792, simple_loss=0.3403, pruned_loss=0.1091, over 12391.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07719, over 213.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3077, pruned_loss=0.07551, over 2471103.27 frames. utt_duration=633.9 frames, utt_pad_proportion=0.06073, over 15629.59 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3121, pruned_loss=0.07122, over 2461981.67 frames. utt_duration=1278 frames, utt_pad_proportion=0.05144, over 7715.30 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3068, pruned_loss=0.07534, over 2471808.58 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06246, over 16664.16 utterances.], batch size: 213, lr: 5.97e-04
2022-08-22 22:31:51,921 INFO [train.py:927] (3/8) Epoch 5, batch 12500, giga_loss[loss=0.2157, simple_loss=0.2913, pruned_loss=0.07001, over 12380.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03086, over 104.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3035, pruned_loss=0.07371, over 2470650.01 frames. utt_duration=630.4 frames, utt_pad_proportion=0.05916, over 15713.21 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.312, pruned_loss=0.07142, over 2462066.80 frames. utt_duration=1280 frames, utt_pad_proportion=0.05077, over 7702.99 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3027, pruned_loss=0.07346, over 2471306.91 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06098, over 16691.89 utterances.], batch size: 104, lr: 5.96e-04
2022-08-22 22:33:35,550 INFO [train.py:927] (3/8) Epoch 5, batch 12550, giga_loss[loss=0.2296, simple_loss=0.3222, pruned_loss=0.0685, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03937, over 133.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.305, pruned_loss=0.07486, over 2471625.09 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06311, over 16846.49 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3128, pruned_loss=0.07207, over 2462155.69 frames. utt_duration=1266 frames, utt_pad_proportion=0.05465, over 7789.41 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3035, pruned_loss=0.07412, over 2472179.90 frames. utt_duration=561.8 frames, utt_pad_proportion=0.0628, over 17649.40 utterances.], batch size: 133, lr: 5.96e-04
2022-08-22 22:35:18,219 INFO [train.py:927] (3/8) Epoch 5, batch 12600, giga_loss[loss=0.2365, simple_loss=0.3203, pruned_loss=0.07634, over 12347.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.307, pruned_loss=0.07565, over 2472268.04 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06278, over 17405.46 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3131, pruned_loss=0.07239, over 2462701.07 frames. utt_duration=1271 frames, utt_pad_proportion=0.05343, over 7758.13 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3054, pruned_loss=0.07485, over 2472484.75 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06309, over 18318.24 utterances.], batch size: 91, lr: 5.96e-04
2022-08-22 22:36:59,297 INFO [train.py:927] (3/8) Epoch 5, batch 12650, giga_loss[loss=0.2509, simple_loss=0.3247, pruned_loss=0.0886, over 12396.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07339, over 212.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.308, pruned_loss=0.07578, over 2472796.16 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06252, over 18107.06 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3131, pruned_loss=0.07262, over 2462775.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05245, over 7729.53 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3066, pruned_loss=0.07501, over 2473111.30 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06317, over 19058.32 utterances.], batch size: 212, lr: 5.96e-04
2022-08-22 22:38:40,017 INFO [train.py:927] (3/8) Epoch 5, batch 12700, libri_loss[loss=0.2578, simple_loss=0.3302, pruned_loss=0.09264, over 12305.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.06538, over 51.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3063, pruned_loss=0.07489, over 2472288.35 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06371, over 17918.98 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3128, pruned_loss=0.07286, over 2462448.56 frames. utt_duration=1279 frames, utt_pad_proportion=0.05182, over 7710.69 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3052, pruned_loss=0.07412, over 2473073.70 frames. utt_duration=524 frames, utt_pad_proportion=0.0645, over 18931.40 utterances.], batch size: 51, lr: 5.96e-04
2022-08-22 22:40:20,582 INFO [train.py:927] (3/8) Epoch 5, batch 12750, giga_loss[loss=0.2452, simple_loss=0.3288, pruned_loss=0.08081, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3068, pruned_loss=0.07561, over 2472147.24 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06244, over 17671.58 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3131, pruned_loss=0.07344, over 2462461.49 frames. utt_duration=1283 frames, utt_pad_proportion=0.0507, over 7684.79 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3055, pruned_loss=0.07454, over 2472996.71 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0637, over 18774.16 utterances.], batch size: 146, lr: 5.96e-04
2022-08-22 22:42:00,932 INFO [train.py:927] (3/8) Epoch 5, batch 12800, giga_loss[loss=0.2436, simple_loss=0.3166, pruned_loss=0.08532, over 12410.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02303, over 48.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3094, pruned_loss=0.07643, over 2472202.34 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05996, over 17377.24 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3135, pruned_loss=0.07357, over 2462860.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.05384, over 7735.29 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3079, pruned_loss=0.07553, over 2472746.24 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06007, over 18432.81 utterances.], batch size: 48, lr: 5.96e-04
2022-08-22 22:43:40,284 INFO [train.py:927] (3/8) Epoch 5, batch 12850, giga_loss[loss=0.2336, simple_loss=0.3126, pruned_loss=0.07732, over 12301.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.05245, over 26.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3104, pruned_loss=0.07647, over 2473204.57 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05568, over 16774.05 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3134, pruned_loss=0.07362, over 2463406.87 frames. utt_duration=1276 frames, utt_pad_proportion=0.05337, over 7733.97 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3092, pruned_loss=0.07578, over 2473371.83 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05624, over 17815.63 utterances.], batch size: 26, lr: 5.96e-04
2022-08-22 22:45:19,332 INFO [train.py:927] (3/8) Epoch 5, batch 12900, giga_loss[loss=0.252, simple_loss=0.3287, pruned_loss=0.08768, over 12385.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05917, over 182.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3117, pruned_loss=0.07712, over 2473457.06 frames. utt_duration=593.3 frames, utt_pad_proportion=0.055, over 16717.13 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3141, pruned_loss=0.07457, over 2463793.45 frames. utt_duration=1260 frames, utt_pad_proportion=0.05799, over 7830.75 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3101, pruned_loss=0.07582, over 2473593.98 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05374, over 17790.91 utterances.], batch size: 182, lr: 5.95e-04
2022-08-22 22:46:58,738 INFO [train.py:927] (3/8) Epoch 5, batch 12950, giga_loss[loss=0.239, simple_loss=0.3192, pruned_loss=0.0794, over 12155.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.03987, over 33.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3108, pruned_loss=0.07729, over 2473289.20 frames. utt_duration=593.9 frames, utt_pad_proportion=0.0537, over 16700.03 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3138, pruned_loss=0.07508, over 2463989.54 frames. utt_duration=1262 frames, utt_pad_proportion=0.05744, over 7816.10 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3096, pruned_loss=0.07584, over 2473532.96 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05294, over 17868.22 utterances.], batch size: 33, lr: 5.95e-04
2022-08-22 22:48:39,583 INFO [train.py:927] (3/8) Epoch 5, batch 13000, giga_loss[loss=0.2447, simple_loss=0.323, pruned_loss=0.08315, over 12360.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04045, over 145.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.308, pruned_loss=0.07588, over 2473440.22 frames. utt_duration=602 frames, utt_pad_proportion=0.05408, over 16475.06 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.314, pruned_loss=0.07541, over 2463630.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.05666, over 7802.92 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3067, pruned_loss=0.07445, over 2474201.67 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05373, over 17618.82 utterances.], batch size: 145, lr: 5.95e-04
2022-08-22 22:50:21,784 INFO [train.py:927] (3/8) Epoch 5, batch 13050, giga_loss[loss=0.2376, simple_loss=0.3197, pruned_loss=0.07777, over 12461.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03488, over 86.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3088, pruned_loss=0.07592, over 2473746.44 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05767, over 17022.82 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3142, pruned_loss=0.07609, over 2463471.34 frames. utt_duration=1272 frames, utt_pad_proportion=0.0548, over 7757.66 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3074, pruned_loss=0.07416, over 2474901.81 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05791, over 18361.14 utterances.], batch size: 86, lr: 5.95e-04
2022-08-22 22:51:57,664 INFO [train.py:927] (3/8) Epoch 5, batch 13100, giga_loss[loss=0.226, simple_loss=0.3003, pruned_loss=0.07581, over 12411.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03839, over 105.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.309, pruned_loss=0.07584, over 2474344.28 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06305, over 17916.63 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3146, pruned_loss=0.07644, over 2463467.28 frames. utt_duration=1268 frames, utt_pad_proportion=0.05455, over 7778.27 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07413, over 2475456.13 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06302, over 19130.56 utterances.], batch size: 105, lr: 5.95e-04
2022-08-22 22:53:41,168 INFO [train.py:927] (3/8) Epoch 5, batch 13150, giga_loss[loss=0.2306, simple_loss=0.3087, pruned_loss=0.07626, over 12330.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.308, pruned_loss=0.07637, over 2473542.37 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06105, over 17671.24 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3146, pruned_loss=0.07671, over 2463601.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.05317, over 7741.55 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3066, pruned_loss=0.07472, over 2474662.69 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06174, over 18998.48 utterances.], batch size: 62, lr: 5.95e-04
2022-08-22 22:55:21,026 INFO [train.py:927] (3/8) Epoch 5, batch 13200, giga_loss[loss=0.2057, simple_loss=0.2851, pruned_loss=0.06317, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03894, over 40.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3069, pruned_loss=0.07695, over 2473810.08 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06189, over 17766.05 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3149, pruned_loss=0.07718, over 2463414.81 frames. utt_duration=1271 frames, utt_pad_proportion=0.05284, over 7759.73 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3053, pruned_loss=0.07517, over 2475194.97 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06262, over 19135.14 utterances.], batch size: 40, lr: 5.95e-04
2022-08-22 22:56:58,211 INFO [train.py:927] (3/8) Epoch 5, batch 13250, giga_loss[loss=0.1861, simple_loss=0.2765, pruned_loss=0.04784, over 12462.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3044, pruned_loss=0.07571, over 2473658.24 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05683, over 17507.07 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.315, pruned_loss=0.07753, over 2463281.89 frames. utt_duration=1274 frames, utt_pad_proportion=0.05204, over 7744.66 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3028, pruned_loss=0.07397, over 2475061.01 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05807, over 18784.26 utterances.], batch size: 75, lr: 5.95e-04
2022-08-22 22:58:37,376 INFO [train.py:927] (3/8) Epoch 5, batch 13300, giga_loss[loss=0.2323, simple_loss=0.3144, pruned_loss=0.07509, over 12429.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04215, over 146.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3014, pruned_loss=0.0743, over 2474092.84 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05399, over 17309.55 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3156, pruned_loss=0.07794, over 2463571.17 frames. utt_duration=1276 frames, utt_pad_proportion=0.05108, over 7732.13 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.2993, pruned_loss=0.07247, over 2475184.08 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05558, over 18567.38 utterances.], batch size: 146, lr: 5.94e-04
2022-08-22 23:00:14,718 INFO [train.py:927] (3/8) Epoch 5, batch 13350, giga_loss[loss=0.2526, simple_loss=0.3295, pruned_loss=0.08792, over 12428.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05432, over 162.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3026, pruned_loss=0.07521, over 2474266.93 frames. utt_duration=560.4 frames, utt_pad_proportion=0.05647, over 17708.00 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.316, pruned_loss=0.07848, over 2463481.04 frames. utt_duration=1279 frames, utt_pad_proportion=0.05015, over 7714.03 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3003, pruned_loss=0.07323, over 2475425.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.05792, over 18928.15 utterances.], batch size: 162, lr: 5.94e-04
2022-08-22 23:01:52,872 INFO [train.py:927] (3/8) Epoch 5, batch 13400, giga_loss[loss=0.2121, simple_loss=0.291, pruned_loss=0.06656, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03675, over 40.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3041, pruned_loss=0.07538, over 2473904.65 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05549, over 17388.31 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3161, pruned_loss=0.07877, over 2463432.87 frames. utt_duration=1281 frames, utt_pad_proportion=0.04956, over 7703.39 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.302, pruned_loss=0.07351, over 2475003.22 frames. utt_duration=536.9 frames, utt_pad_proportion=0.05697, over 18491.87 utterances.], batch size: 40, lr: 5.94e-04
2022-08-22 23:03:31,011 INFO [train.py:927] (3/8) Epoch 5, batch 13450, giga_loss[loss=0.258, simple_loss=0.3293, pruned_loss=0.09335, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05179, over 161.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3057, pruned_loss=0.07566, over 2473877.77 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05304, over 16898.70 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3159, pruned_loss=0.07882, over 2463754.22 frames. utt_duration=1283 frames, utt_pad_proportion=0.04879, over 7689.41 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.304, pruned_loss=0.07406, over 2474665.31 frames. utt_duration=552.8 frames, utt_pad_proportion=0.0547, over 17953.48 utterances.], batch size: 161, lr: 5.94e-04
2022-08-22 23:05:18,631 INFO [train.py:927] (3/8) Epoch 5, batch 13500, giga_loss[loss=0.2857, simple_loss=0.3549, pruned_loss=0.1083, over 12260.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03489, over 28.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3112, pruned_loss=0.07971, over 2473007.73 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05668, over 16964.90 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3159, pruned_loss=0.07894, over 2463445.64 frames. utt_duration=1287 frames, utt_pad_proportion=0.04808, over 7667.73 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3097, pruned_loss=0.07832, over 2474127.17 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05813, over 17991.58 utterances.], batch size: 28, lr: 5.94e-04
2022-08-22 23:07:03,174 INFO [train.py:927] (3/8) Epoch 5, batch 13550, giga_loss[loss=0.3219, simple_loss=0.3801, pruned_loss=0.1319, over 12387.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05217, over 161.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3183, pruned_loss=0.08414, over 2473761.13 frames. utt_duration=570 frames, utt_pad_proportion=0.05415, over 17403.60 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3167, pruned_loss=0.0796, over 2463523.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.04826, over 7697.18 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3165, pruned_loss=0.08248, over 2474774.14 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05539, over 18366.33 utterances.], batch size: 161, lr: 5.94e-04
2022-08-22 23:08:48,665 INFO [train.py:927] (3/8) Epoch 5, batch 13600, giga_loss[loss=0.2863, simple_loss=0.3579, pruned_loss=0.1073, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02914, over 55.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3269, pruned_loss=0.09107, over 2473661.97 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05498, over 18081.42 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3167, pruned_loss=0.07975, over 2463705.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.04851, over 7710.95 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3255, pruned_loss=0.08979, over 2474485.69 frames. utt_duration=521.7 frames, utt_pad_proportion=0.05585, over 19026.23 utterances.], batch size: 55, lr: 5.94e-04
2022-08-22 23:10:32,057 INFO [train.py:927] (3/8) Epoch 5, batch 13650, giga_loss[loss=0.3123, simple_loss=0.3646, pruned_loss=0.13, over 12423.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05252, over 162.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3314, pruned_loss=0.09487, over 2474028.36 frames. utt_duration=529.7 frames, utt_pad_proportion=0.0623, over 18735.55 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3167, pruned_loss=0.07987, over 2463479.29 frames. utt_duration=1282 frames, utt_pad_proportion=0.04777, over 7692.47 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3306, pruned_loss=0.09404, over 2475098.89 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06299, over 19748.49 utterances.], batch size: 162, lr: 5.94e-04
2022-08-22 23:12:17,208 INFO [train.py:927] (3/8) Epoch 5, batch 13700, libri_loss[loss=0.3114, simple_loss=0.3698, pruned_loss=0.1265, over 12377.00 frames. utt_duration=410.7 frames, utt_pad_proportion=0.3603, over 121.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3367, pruned_loss=0.1002, over 2474855.38 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07852, over 20537.41 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3174, pruned_loss=0.08043, over 2463651.56 frames. utt_duration=1265 frames, utt_pad_proportion=0.05267, over 7796.65 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3358, pruned_loss=0.09939, over 2475801.86 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07695, over 21528.81 utterances.], batch size: 121, lr: 5.93e-04
2022-08-22 23:14:03,214 INFO [train.py:927] (3/8) Epoch 5, batch 13750, giga_loss[loss=0.2798, simple_loss=0.345, pruned_loss=0.1073, over 12418.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03377, over 80.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3412, pruned_loss=0.1043, over 2474399.28 frames. utt_duration=479.1 frames, utt_pad_proportion=0.08068, over 20720.72 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3172, pruned_loss=0.08065, over 2463400.58 frames. utt_duration=1267 frames, utt_pad_proportion=0.05125, over 7784.31 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3414, pruned_loss=0.1042, over 2475798.48 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08007, over 22016.07 utterances.], batch size: 80, lr: 5.93e-04
2022-08-22 23:15:48,613 INFO [train.py:927] (3/8) Epoch 5, batch 13800, giga_loss[loss=0.2753, simple_loss=0.3364, pruned_loss=0.1072, over 12336.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03332, over 85.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3426, pruned_loss=0.106, over 2474712.22 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07693, over 20716.37 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.317, pruned_loss=0.08059, over 2463590.91 frames. utt_duration=1273 frames, utt_pad_proportion=0.05039, over 7748.65 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3438, pruned_loss=0.1069, over 2476054.46 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07726, over 22267.34 utterances.], batch size: 85, lr: 5.93e-04
2022-08-22 23:17:32,996 INFO [train.py:927] (3/8) Epoch 5, batch 13850, giga_loss[loss=0.2913, simple_loss=0.3552, pruned_loss=0.1137, over 12361.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.0403, over 145.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3446, pruned_loss=0.1077, over 2474473.51 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08018, over 22162.28 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3172, pruned_loss=0.08073, over 2463730.96 frames. utt_duration=1274 frames, utt_pad_proportion=0.05018, over 7744.91 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3455, pruned_loss=0.1084, over 2475437.87 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08037, over 23451.13 utterances.], batch size: 145, lr: 5.93e-04
2022-08-22 23:19:13,341 INFO [train.py:927] (3/8) Epoch 5, batch 13900, giga_loss[loss=0.3634, simple_loss=0.39, pruned_loss=0.1684, over 12404.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3465, pruned_loss=0.1083, over 2475023.28 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07984, over 22803.46 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.318, pruned_loss=0.08111, over 2463913.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.04937, over 7724.55 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3471, pruned_loss=0.1091, over 2475867.20 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08045, over 24173.16 utterances.], batch size: 260, lr: 5.93e-04
2022-08-22 23:20:57,625 INFO [train.py:927] (3/8) Epoch 5, batch 13950, libri_loss[loss=0.2471, simple_loss=0.3163, pruned_loss=0.08899, over 12470.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005082, over 32.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3428, pruned_loss=0.1043, over 2474984.38 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07599, over 22195.90 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3175, pruned_loss=0.08109, over 2464014.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.04789, over 7679.98 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3449, pruned_loss=0.106, over 2476026.40 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07748, over 23956.17 utterances.], batch size: 32, lr: 5.93e-04
2022-08-22 23:22:39,903 INFO [train.py:927] (3/8) Epoch 5, batch 14000, giga_loss[loss=0.241, simple_loss=0.3248, pruned_loss=0.07861, over 12406.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02908, over 62.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3403, pruned_loss=0.1017, over 2474221.65 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07284, over 21415.43 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3176, pruned_loss=0.0813, over 2464126.18 frames. utt_duration=1286 frames, utt_pad_proportion=0.047, over 7671.98 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3424, pruned_loss=0.1033, over 2475191.09 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07475, over 23150.14 utterances.], batch size: 62, lr: 5.93e-04
2022-08-22 23:24:26,845 INFO [train.py:927] (3/8) Epoch 5, batch 14050, giga_loss[loss=0.2394, simple_loss=0.3257, pruned_loss=0.07659, over 12313.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03659, over 62.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3383, pruned_loss=0.09976, over 2474044.45 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07373, over 21260.81 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3175, pruned_loss=0.08128, over 2463954.24 frames. utt_duration=1288 frames, utt_pad_proportion=0.04665, over 7660.28 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3402, pruned_loss=0.1013, over 2475052.18 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07538, over 22756.65 utterances.], batch size: 62, lr: 5.93e-04
2022-08-22 23:26:15,699 INFO [train.py:927] (3/8) Epoch 5, batch 14100, giga_loss[loss=0.2401, simple_loss=0.3295, pruned_loss=0.07531, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02978, over 48.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3365, pruned_loss=0.0986, over 2474406.26 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07311, over 21153.76 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3172, pruned_loss=0.08117, over 2464115.31 frames. utt_duration=1288 frames, utt_pad_proportion=0.0465, over 7659.47 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3385, pruned_loss=0.1001, over 2475194.55 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07461, over 22504.50 utterances.], batch size: 48, lr: 5.92e-04
2022-08-22 23:28:04,258 INFO [train.py:927] (3/8) Epoch 5, batch 14150, giga_loss[loss=0.2596, simple_loss=0.3418, pruned_loss=0.08872, over 12422.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04961, over 161.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3369, pruned_loss=0.09658, over 2474585.50 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07028, over 20477.58 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3174, pruned_loss=0.08163, over 2464397.29 frames. utt_duration=1279 frames, utt_pad_proportion=0.05011, over 7717.65 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3388, pruned_loss=0.09779, over 2475231.45 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07081, over 21864.99 utterances.], batch size: 161, lr: 5.92e-04
2022-08-22 23:29:48,393 INFO [train.py:927] (3/8) Epoch 5, batch 14200, giga_loss[loss=0.2615, simple_loss=0.3325, pruned_loss=0.09521, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3361, pruned_loss=0.09544, over 2474769.69 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06874, over 20156.44 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3174, pruned_loss=0.08192, over 2464641.42 frames. utt_duration=1281 frames, utt_pad_proportion=0.04924, over 7705.83 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.338, pruned_loss=0.09647, over 2475295.21 frames. utt_duration=461 frames, utt_pad_proportion=0.06968, over 21546.67 utterances.], batch size: 75, lr: 5.92e-04
2022-08-22 23:31:33,437 INFO [train.py:927] (3/8) Epoch 5, batch 14250, giga_loss[loss=0.2293, simple_loss=0.3078, pruned_loss=0.07542, over 12450.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3338, pruned_loss=0.09456, over 2474748.94 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07187, over 19761.44 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3177, pruned_loss=0.08208, over 2464752.86 frames. utt_duration=1284 frames, utt_pad_proportion=0.0486, over 7688.83 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3354, pruned_loss=0.09546, over 2475249.05 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07278, over 21097.45 utterances.], batch size: 75, lr: 5.92e-04
2022-08-22 23:33:18,378 INFO [train.py:927] (3/8) Epoch 5, batch 14300, giga_loss[loss=0.2718, simple_loss=0.3598, pruned_loss=0.09194, over 12361.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3324, pruned_loss=0.09455, over 2474367.78 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07613, over 19903.06 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.318, pruned_loss=0.08252, over 2464942.53 frames. utt_duration=1277 frames, utt_pad_proportion=0.04919, over 7732.83 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3337, pruned_loss=0.09508, over 2474775.73 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07663, over 21133.29 utterances.], batch size: 62, lr: 5.92e-04
2022-08-22 23:35:06,832 INFO [train.py:927] (3/8) Epoch 5, batch 14350, giga_loss[loss=0.2863, simple_loss=0.3415, pruned_loss=0.1155, over 12352.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2041, over 369.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3334, pruned_loss=0.09473, over 2474496.03 frames. utt_duration=483 frames, utt_pad_proportion=0.07673, over 20551.94 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08277, over 2464868.44 frames. utt_duration=1279 frames, utt_pad_proportion=0.04867, over 7714.90 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3347, pruned_loss=0.09509, over 2475013.72 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07734, over 21705.08 utterances.], batch size: 369, lr: 5.92e-04
2022-08-22 23:36:54,271 INFO [train.py:927] (3/8) Epoch 5, batch 14400, giga_loss[loss=0.2022, simple_loss=0.2842, pruned_loss=0.06009, over 12380.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02748, over 66.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3326, pruned_loss=0.09347, over 2475081.52 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07322, over 20308.89 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.319, pruned_loss=0.08297, over 2465320.08 frames. utt_duration=1283 frames, utt_pad_proportion=0.04794, over 7697.77 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3328, pruned_loss=0.09378, over 2475263.50 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07429, over 21471.49 utterances.], batch size: 66, lr: 5.92e-04
2022-08-22 23:38:38,547 INFO [train.py:927] (3/8) Epoch 5, batch 14450, giga_loss[loss=0.2552, simple_loss=0.3266, pruned_loss=0.09185, over 12338.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03341, over 58.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3303, pruned_loss=0.09268, over 2475042.57 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06833, over 20011.09 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3188, pruned_loss=0.083, over 2465180.21 frames. utt_duration=1285 frames, utt_pad_proportion=0.04746, over 7684.38 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3309, pruned_loss=0.09305, over 2475440.76 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06967, over 21106.33 utterances.], batch size: 58, lr: 5.92e-04
2022-08-22 23:40:23,170 INFO [train.py:927] (3/8) Epoch 5, batch 14500, giga_loss[loss=0.291, simple_loss=0.3549, pruned_loss=0.1136, over 12437.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04123, over 146.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3287, pruned_loss=0.09241, over 2474882.65 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06939, over 19963.84 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3183, pruned_loss=0.08299, over 2464994.06 frames. utt_duration=1290 frames, utt_pad_proportion=0.04659, over 7652.28 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.33, pruned_loss=0.09299, over 2475640.83 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07082, over 21200.61 utterances.], batch size: 146, lr: 5.91e-04
2022-08-22 23:42:08,567 INFO [train.py:927] (3/8) Epoch 5, batch 14550, giga_loss[loss=0.282, simple_loss=0.3503, pruned_loss=0.1068, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02911, over 91.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.328, pruned_loss=0.09262, over 2474813.21 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06671, over 19708.37 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3186, pruned_loss=0.08324, over 2464847.52 frames. utt_duration=1290 frames, utt_pad_proportion=0.04621, over 7654.42 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3289, pruned_loss=0.09297, over 2475694.53 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06821, over 20854.08 utterances.], batch size: 91, lr: 5.91e-04
2022-08-22 23:43:52,362 INFO [train.py:927] (3/8) Epoch 5, batch 14600, giga_loss[loss=0.2409, simple_loss=0.3231, pruned_loss=0.07941, over 12366.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3276, pruned_loss=0.09177, over 2473941.17 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06987, over 19912.37 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3184, pruned_loss=0.08329, over 2464940.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.04506, over 7629.86 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3288, pruned_loss=0.09228, over 2474855.74 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07142, over 21229.76 utterances.], batch size: 91, lr: 5.91e-04
2022-08-22 23:45:35,616 INFO [train.py:927] (3/8) Epoch 5, batch 14650, giga_loss[loss=0.2398, simple_loss=0.3248, pruned_loss=0.07743, over 12400.00 frames. utt_duration=974 frames, utt_pad_proportion=0.02893, over 51.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3284, pruned_loss=0.09212, over 2473648.71 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07389, over 20039.04 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3184, pruned_loss=0.08333, over 2464923.92 frames. utt_duration=1297 frames, utt_pad_proportion=0.04446, over 7608.51 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3295, pruned_loss=0.09264, over 2474543.74 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07524, over 21331.79 utterances.], batch size: 51, lr: 5.91e-04
2022-08-22 23:47:21,000 INFO [train.py:927] (3/8) Epoch 5, batch 14700, giga_loss[loss=0.231, simple_loss=0.3083, pruned_loss=0.0768, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03396, over 86.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3298, pruned_loss=0.09361, over 2474204.46 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07092, over 20213.12 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08362, over 2465079.29 frames. utt_duration=1294 frames, utt_pad_proportion=0.0445, over 7628.90 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3309, pruned_loss=0.09398, over 2474965.84 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07239, over 21515.14 utterances.], batch size: 86, lr: 5.91e-04
2022-08-22 23:49:04,019 INFO [train.py:927] (3/8) Epoch 5, batch 14750, giga_loss[loss=0.2517, simple_loss=0.3277, pruned_loss=0.08784, over 12425.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04165, over 146.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3304, pruned_loss=0.0955, over 2474769.82 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07158, over 20791.01 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3179, pruned_loss=0.08366, over 2465231.60 frames. utt_duration=1297 frames, utt_pad_proportion=0.04372, over 7611.93 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.332, pruned_loss=0.09606, over 2475494.20 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07315, over 22185.87 utterances.], batch size: 146, lr: 5.91e-04
2022-08-22 23:50:46,685 INFO [train.py:927] (3/8) Epoch 5, batch 14800, giga_loss[loss=0.2416, simple_loss=0.3133, pruned_loss=0.08497, over 12430.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04751, over 34.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3321, pruned_loss=0.09688, over 2475338.74 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07621, over 21725.15 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3183, pruned_loss=0.08391, over 2465559.20 frames. utt_duration=1286 frames, utt_pad_proportion=0.04477, over 7678.16 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3335, pruned_loss=0.09744, over 2475882.57 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07717, over 23149.09 utterances.], batch size: 34, lr: 5.91e-04
2022-08-22 23:52:30,473 INFO [train.py:927] (3/8) Epoch 5, batch 14850, giga_loss[loss=0.2909, simple_loss=0.3471, pruned_loss=0.1173, over 12374.00 frames. utt_duration=191.1 frames, utt_pad_proportion=0.1152, over 261.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3307, pruned_loss=0.09469, over 2475496.32 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07299, over 20727.04 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3185, pruned_loss=0.08415, over 2465780.46 frames. utt_duration=1276 frames, utt_pad_proportion=0.04815, over 7737.99 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3319, pruned_loss=0.09523, over 2475997.23 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07317, over 22175.35 utterances.], batch size: 261, lr: 5.91e-04
2022-08-22 23:54:18,439 INFO [train.py:927] (3/8) Epoch 5, batch 14900, giga_loss[loss=0.2889, simple_loss=0.3346, pruned_loss=0.1217, over 12342.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2108, over 372.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3284, pruned_loss=0.09354, over 2474943.78 frames. utt_duration=474.2 frames, utt_pad_proportion=0.0754, over 20941.67 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3187, pruned_loss=0.08436, over 2466016.06 frames. utt_duration=1276 frames, utt_pad_proportion=0.0478, over 7740.60 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3292, pruned_loss=0.09388, over 2475215.80 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07559, over 22191.64 utterances.], batch size: 372, lr: 5.90e-04
2022-08-22 23:56:01,967 INFO [train.py:927] (3/8) Epoch 5, batch 14950, giga_loss[loss=0.2216, simple_loss=0.3058, pruned_loss=0.06871, over 12348.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03312, over 51.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3274, pruned_loss=0.09346, over 2475300.61 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07455, over 20521.40 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3184, pruned_loss=0.08417, over 2466180.67 frames. utt_duration=1279 frames, utt_pad_proportion=0.0471, over 7721.97 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3285, pruned_loss=0.09402, over 2475522.28 frames. utt_duration=456.8 frames, utt_pad_proportion=0.0751, over 21748.64 utterances.], batch size: 51, lr: 5.90e-04
2022-08-22 23:57:49,916 INFO [train.py:927] (3/8) Epoch 5, batch 15000, giga_loss[loss=0.2336, simple_loss=0.3293, pruned_loss=0.06894, over 12334.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02995, over 66.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3303, pruned_loss=0.09333, over 2474528.98 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07326, over 20248.98 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3183, pruned_loss=0.08421, over 2465814.78 frames. utt_duration=1283 frames, utt_pad_proportion=0.04641, over 7697.71 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3315, pruned_loss=0.09392, over 2475200.34 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07414, over 21472.42 utterances.], batch size: 66, lr: 5.90e-04
2022-08-22 23:57:49,917 INFO [train.py:958] (3/8) Computing validation loss
2022-08-22 23:58:03,586 INFO [train.py:967] (3/8) 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 23:59:45,301 INFO [train.py:927] (3/8) Epoch 5, batch 15050, giga_loss[loss=0.2878, simple_loss=0.3515, pruned_loss=0.112, over 12360.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03115, over 85.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3327, pruned_loss=0.09398, over 2474857.47 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07651, over 20832.25 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3181, pruned_loss=0.08401, over 2465803.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.04612, over 7679.77 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3339, pruned_loss=0.09469, over 2475465.99 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07717, over 21916.91 utterances.], batch size: 85, lr: 5.90e-04
2022-08-23 00:01:27,785 INFO [train.py:927] (3/8) Epoch 5, batch 15100, libri_loss[loss=0.2646, simple_loss=0.3264, pruned_loss=0.1014, over 12450.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01451, over 40.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3327, pruned_loss=0.09486, over 2474543.46 frames. utt_duration=482.4 frames, utt_pad_proportion=0.08155, over 20580.62 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3183, pruned_loss=0.08441, over 2465579.73 frames. utt_duration=1287 frames, utt_pad_proportion=0.04562, over 7669.66 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3337, pruned_loss=0.09521, over 2475302.23 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08218, over 21618.64 utterances.], batch size: 40, lr: 5.90e-04
2022-08-23 00:03:16,247 INFO [train.py:927] (3/8) Epoch 5, batch 15150, giga_loss[loss=0.2065, simple_loss=0.2779, pruned_loss=0.06757, over 12422.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.03734, over 26.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.332, pruned_loss=0.09566, over 2474434.27 frames. utt_duration=480.2 frames, utt_pad_proportion=0.0816, over 20674.83 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3182, pruned_loss=0.08471, over 2465567.49 frames. utt_duration=1292 frames, utt_pad_proportion=0.04443, over 7639.48 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3334, pruned_loss=0.09607, over 2475383.02 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08289, over 22011.98 utterances.], batch size: 26, lr: 5.90e-04
2022-08-23 00:04:57,793 INFO [train.py:927] (3/8) Epoch 5, batch 15200, giga_loss[loss=0.2709, simple_loss=0.3388, pruned_loss=0.1015, over 12377.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.0304, over 58.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3296, pruned_loss=0.09484, over 2474475.35 frames. utt_duration=510 frames, utt_pad_proportion=0.0773, over 19463.27 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3178, pruned_loss=0.08457, over 2465517.00 frames. utt_duration=1294 frames, utt_pad_proportion=0.04384, over 7627.70 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3313, pruned_loss=0.0955, over 2475451.25 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0791, over 20806.09 utterances.], batch size: 58, lr: 5.90e-04
2022-08-23 00:06:40,768 INFO [train.py:927] (3/8) Epoch 5, batch 15250, giga_loss[loss=0.2248, simple_loss=0.2932, pruned_loss=0.07827, over 12132.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04283, over 33.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.33, pruned_loss=0.09525, over 2474547.61 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07816, over 19966.01 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3186, pruned_loss=0.0848, over 2465333.31 frames. utt_duration=1290 frames, utt_pad_proportion=0.04431, over 7651.01 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3308, pruned_loss=0.09573, over 2475623.64 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07958, over 21170.54 utterances.], batch size: 33, lr: 5.90e-04
2022-08-23 00:08:24,451 INFO [train.py:927] (3/8) Epoch 5, batch 15300, giga_loss[loss=0.2346, simple_loss=0.3132, pruned_loss=0.07796, over 12341.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03026, over 70.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3288, pruned_loss=0.09505, over 2474049.69 frames. utt_duration=489.7 frames, utt_pad_proportion=0.08054, over 20268.33 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3185, pruned_loss=0.08487, over 2465495.29 frames. utt_duration=1290 frames, utt_pad_proportion=0.04387, over 7653.13 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3298, pruned_loss=0.09571, over 2475064.76 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08208, over 21641.17 utterances.], batch size: 70, lr: 5.89e-04
2022-08-23 00:10:09,955 INFO [train.py:927] (3/8) Epoch 5, batch 15350, giga_loss[loss=0.2726, simple_loss=0.3357, pruned_loss=0.1048, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3309, pruned_loss=0.09604, over 2474798.53 frames. utt_duration=483 frames, utt_pad_proportion=0.07931, over 20558.64 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3184, pruned_loss=0.08484, over 2465783.64 frames. utt_duration=1290 frames, utt_pad_proportion=0.04389, over 7657.64 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3319, pruned_loss=0.09666, over 2475432.83 frames. utt_duration=457 frames, utt_pad_proportion=0.08068, over 21734.96 utterances.], batch size: 58, lr: 5.89e-04
2022-08-23 00:11:54,296 INFO [train.py:927] (3/8) Epoch 5, batch 15400, giga_loss[loss=0.2565, simple_loss=0.3478, pruned_loss=0.08258, over 12338.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02958, over 66.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3314, pruned_loss=0.09665, over 2475120.48 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07712, over 20022.23 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3185, pruned_loss=0.08506, over 2466107.46 frames. utt_duration=1290 frames, utt_pad_proportion=0.04308, over 7657.00 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3325, pruned_loss=0.09726, over 2475579.44 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07902, over 21311.17 utterances.], batch size: 66, lr: 5.89e-04
2022-08-23 00:13:37,923 INFO [train.py:927] (3/8) Epoch 5, batch 15450, giga_loss[loss=0.2849, simple_loss=0.3579, pruned_loss=0.1059, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03744, over 113.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3331, pruned_loss=0.09479, over 2475494.63 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07507, over 19765.38 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3185, pruned_loss=0.08519, over 2466380.64 frames. utt_duration=1291 frames, utt_pad_proportion=0.04277, over 7648.48 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.334, pruned_loss=0.09526, over 2475707.69 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07688, over 20885.37 utterances.], batch size: 113, lr: 5.89e-04
2022-08-23 00:15:19,766 INFO [train.py:927] (3/8) Epoch 5, batch 15500, giga_loss[loss=0.3126, simple_loss=0.3671, pruned_loss=0.1291, over 12380.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04547, over 146.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3361, pruned_loss=0.09624, over 2475328.89 frames. utt_duration=511.3 frames, utt_pad_proportion=0.07144, over 19422.81 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.319, pruned_loss=0.08543, over 2466240.06 frames. utt_duration=1291 frames, utt_pad_proportion=0.04203, over 7650.65 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3369, pruned_loss=0.0967, over 2475909.04 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07374, over 20688.67 utterances.], batch size: 146, lr: 5.89e-04
2022-08-23 00:17:01,986 INFO [train.py:927] (3/8) Epoch 5, batch 15550, giga_loss[loss=0.3077, simple_loss=0.3593, pruned_loss=0.1281, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04197, over 113.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3376, pruned_loss=0.09841, over 2474855.89 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07361, over 19585.94 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3195, pruned_loss=0.08585, over 2466499.10 frames. utt_duration=1268 frames, utt_pad_proportion=0.05129, over 7791.20 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3383, pruned_loss=0.09871, over 2475342.24 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07258, over 20789.79 utterances.], batch size: 113, lr: 5.89e-04
2022-08-23 00:18:43,441 INFO [train.py:927] (3/8) Epoch 5, batch 15600, giga_loss[loss=0.2646, simple_loss=0.3418, pruned_loss=0.09369, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3374, pruned_loss=0.09873, over 2475008.58 frames. utt_duration=476 frames, utt_pad_proportion=0.08139, over 20863.66 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3192, pruned_loss=0.08574, over 2466842.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.05015, over 7757.94 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3387, pruned_loss=0.09939, over 2475327.49 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08073, over 22167.32 utterances.], batch size: 133, lr: 5.89e-04
2022-08-23 00:20:25,294 INFO [train.py:927] (3/8) Epoch 5, batch 15650, giga_loss[loss=0.2575, simple_loss=0.3314, pruned_loss=0.09174, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03345, over 97.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3357, pruned_loss=0.09598, over 2474664.34 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07667, over 19823.39 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3186, pruned_loss=0.08561, over 2467102.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.04885, over 7723.04 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3378, pruned_loss=0.09698, over 2474919.89 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07709, over 21303.62 utterances.], batch size: 97, lr: 5.89e-04
2022-08-23 00:22:07,933 INFO [train.py:927] (3/8) Epoch 5, batch 15700, giga_loss[loss=0.2539, simple_loss=0.3417, pruned_loss=0.08306, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02833, over 48.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3375, pruned_loss=0.09731, over 2474605.00 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07974, over 20370.53 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3189, pruned_loss=0.08588, over 2466711.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05245, over 7780.28 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3392, pruned_loss=0.09808, over 2475298.98 frames. utt_duration=456.4 frames, utt_pad_proportion=0.0789, over 21766.76 utterances.], batch size: 48, lr: 5.88e-04
2022-08-23 00:23:52,133 INFO [train.py:927] (3/8) Epoch 5, batch 15750, giga_loss[loss=0.2597, simple_loss=0.3306, pruned_loss=0.09442, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3352, pruned_loss=0.09668, over 2474808.74 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07762, over 20289.50 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3184, pruned_loss=0.08574, over 2466717.13 frames. utt_duration=1273 frames, utt_pad_proportion=0.05126, over 7759.04 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3375, pruned_loss=0.09775, over 2475599.05 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07773, over 21818.87 utterances.], batch size: 91, lr: 5.88e-04
2022-08-23 00:25:33,966 INFO [train.py:927] (3/8) Epoch 5, batch 15800, giga_loss[loss=0.2346, simple_loss=0.304, pruned_loss=0.08265, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3333, pruned_loss=0.09617, over 2474280.82 frames. utt_duration=481.8 frames, utt_pad_proportion=0.0822, over 20603.65 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3183, pruned_loss=0.08577, over 2466366.97 frames. utt_duration=1277 frames, utt_pad_proportion=0.04975, over 7735.60 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.336, pruned_loss=0.0975, over 2475565.28 frames. utt_duration=443 frames, utt_pad_proportion=0.08286, over 22427.97 utterances.], batch size: 45, lr: 5.88e-04
2022-08-23 00:27:13,107 INFO [train.py:927] (3/8) Epoch 5, batch 15850, giga_loss[loss=0.2847, simple_loss=0.3605, pruned_loss=0.1045, over 12425.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03955, over 123.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3325, pruned_loss=0.09652, over 2474468.74 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07703, over 20305.28 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3183, pruned_loss=0.08601, over 2466058.20 frames. utt_duration=1281 frames, utt_pad_proportion=0.04902, over 7712.10 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3349, pruned_loss=0.09755, over 2475885.24 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07832, over 21988.29 utterances.], batch size: 123, lr: 5.88e-04
2022-08-23 00:28:53,616 INFO [train.py:927] (3/8) Epoch 5, batch 15900, giga_loss[loss=0.2677, simple_loss=0.3376, pruned_loss=0.09888, over 12416.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3301, pruned_loss=0.09449, over 2474180.81 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07971, over 21101.99 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3186, pruned_loss=0.08634, over 2465746.30 frames. utt_duration=1282 frames, utt_pad_proportion=0.04798, over 7700.28 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3322, pruned_loss=0.09534, over 2475851.13 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08114, over 22873.31 utterances.], batch size: 183, lr: 5.88e-04
2022-08-23 00:30:34,745 INFO [train.py:927] (3/8) Epoch 5, batch 15950, giga_loss[loss=0.231, simple_loss=0.3127, pruned_loss=0.07467, over 12416.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03192, over 80.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3281, pruned_loss=0.09267, over 2474364.72 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07658, over 21082.73 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3183, pruned_loss=0.08624, over 2465544.55 frames. utt_duration=1283 frames, utt_pad_proportion=0.04749, over 7694.45 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3305, pruned_loss=0.09369, over 2476212.59 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07847, over 23019.33 utterances.], batch size: 80, lr: 5.88e-04
2022-08-23 00:32:23,541 INFO [train.py:927] (3/8) Epoch 5, batch 16000, giga_loss[loss=0.2933, simple_loss=0.3568, pruned_loss=0.1149, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0462, over 161.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3249, pruned_loss=0.09169, over 2474395.24 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07816, over 21501.79 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3181, pruned_loss=0.08626, over 2465835.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.04778, over 7710.68 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3271, pruned_loss=0.0926, over 2475770.86 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07962, over 23250.70 utterances.], batch size: 161, lr: 5.88e-04
2022-08-23 00:34:09,416 INFO [train.py:927] (3/8) Epoch 5, batch 16050, giga_loss[loss=0.2403, simple_loss=0.3203, pruned_loss=0.08021, over 12375.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02648, over 66.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3272, pruned_loss=0.09191, over 2475005.89 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07335, over 20899.82 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3188, pruned_loss=0.08666, over 2465937.02 frames. utt_duration=1269 frames, utt_pad_proportion=0.05157, over 7785.12 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3284, pruned_loss=0.0923, over 2476033.12 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07385, over 22262.42 utterances.], batch size: 66, lr: 5.88e-04
2022-08-23 00:35:49,738 INFO [train.py:927] (3/8) Epoch 5, batch 16100, giga_loss[loss=0.2252, simple_loss=0.3047, pruned_loss=0.07285, over 12347.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03051, over 62.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3262, pruned_loss=0.09059, over 2474487.32 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07017, over 19993.53 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.319, pruned_loss=0.08673, over 2466087.49 frames. utt_duration=1272 frames, utt_pad_proportion=0.05045, over 7761.77 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3273, pruned_loss=0.091, over 2475457.16 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07136, over 21525.69 utterances.], batch size: 62, lr: 5.87e-04
2022-08-23 00:37:36,001 INFO [train.py:927] (3/8) Epoch 5, batch 16150, giga_loss[loss=0.231, simple_loss=0.3179, pruned_loss=0.072, over 12377.00 frames. utt_duration=661.4 frames, utt_pad_proportion=0.03592, over 75.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3267, pruned_loss=0.09131, over 2474159.98 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07268, over 20188.51 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.319, pruned_loss=0.08673, over 2466035.05 frames. utt_duration=1273 frames, utt_pad_proportion=0.05027, over 7754.96 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3276, pruned_loss=0.09165, over 2475006.30 frames. utt_duration=463 frames, utt_pad_proportion=0.07356, over 21451.58 utterances.], batch size: 75, lr: 5.87e-04
2022-08-23 00:39:20,369 INFO [train.py:927] (3/8) Epoch 5, batch 16200, giga_loss[loss=0.2738, simple_loss=0.3442, pruned_loss=0.1017, over 12317.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3292, pruned_loss=0.09331, over 2474908.94 frames. utt_duration=490.5 frames, utt_pad_proportion=0.0731, over 20243.10 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3194, pruned_loss=0.08689, over 2466035.96 frames. utt_duration=1258 frames, utt_pad_proportion=0.05466, over 7852.48 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3297, pruned_loss=0.09358, over 2475801.85 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07268, over 21483.97 utterances.], batch size: 58, lr: 5.87e-04
2022-08-23 00:41:07,318 INFO [train.py:927] (3/8) Epoch 5, batch 16250, giga_loss[loss=0.3185, simple_loss=0.3873, pruned_loss=0.1249, over 12403.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05119, over 161.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3313, pruned_loss=0.09549, over 2474822.38 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07803, over 21040.92 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3194, pruned_loss=0.08693, over 2465645.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.0536, over 7832.37 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3319, pruned_loss=0.09582, over 2476047.54 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0779, over 22314.97 utterances.], batch size: 161, lr: 5.87e-04
2022-08-23 00:42:54,242 INFO [train.py:927] (3/8) Epoch 5, batch 16300, giga_loss[loss=0.311, simple_loss=0.3637, pruned_loss=0.1291, over 12392.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3323, pruned_loss=0.09559, over 2474967.28 frames. utt_duration=450 frames, utt_pad_proportion=0.08271, over 22071.10 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3189, pruned_loss=0.0867, over 2465521.15 frames. utt_duration=1268 frames, utt_pad_proportion=0.05226, over 7786.98 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3336, pruned_loss=0.09631, over 2476363.62 frames. utt_duration=421.7 frames, utt_pad_proportion=0.08303, over 23571.29 utterances.], batch size: 259, lr: 5.87e-04
2022-08-23 00:44:41,206 INFO [train.py:927] (3/8) Epoch 5, batch 16350, giga_loss[loss=0.2284, simple_loss=0.3082, pruned_loss=0.07431, over 12374.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04902, over 31.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.332, pruned_loss=0.09596, over 2474806.71 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07932, over 21844.87 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3193, pruned_loss=0.08679, over 2465679.46 frames. utt_duration=1268 frames, utt_pad_proportion=0.05197, over 7789.08 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3328, pruned_loss=0.09652, over 2475847.80 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07993, over 23150.13 utterances.], batch size: 31, lr: 5.87e-04
2022-08-23 00:46:27,331 INFO [train.py:927] (3/8) Epoch 5, batch 16400, giga_loss[loss=0.2351, simple_loss=0.3032, pruned_loss=0.08352, over 12391.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02956, over 97.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3309, pruned_loss=0.09575, over 2475091.09 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0813, over 21897.42 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3194, pruned_loss=0.08699, over 2465885.50 frames. utt_duration=1268 frames, utt_pad_proportion=0.05088, over 7787.26 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3319, pruned_loss=0.09632, over 2476044.24 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08234, over 23409.89 utterances.], batch size: 97, lr: 5.87e-04
2022-08-23 00:48:09,956 INFO [train.py:927] (3/8) Epoch 5, batch 16450, giga_loss[loss=0.2215, simple_loss=0.3087, pruned_loss=0.06717, over 12402.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02591, over 66.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.331, pruned_loss=0.09656, over 2475167.71 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08223, over 21903.71 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3197, pruned_loss=0.08728, over 2465979.00 frames. utt_duration=1272 frames, utt_pad_proportion=0.04977, over 7764.02 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3318, pruned_loss=0.097, over 2476080.25 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08359, over 23511.32 utterances.], batch size: 66, lr: 5.87e-04
2022-08-23 00:49:53,343 INFO [train.py:927] (3/8) Epoch 5, batch 16500, giga_loss[loss=0.2758, simple_loss=0.3514, pruned_loss=0.1001, over 12377.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03048, over 58.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3322, pruned_loss=0.09723, over 2475459.65 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08151, over 21908.77 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3201, pruned_loss=0.08742, over 2466197.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05023, over 7790.25 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3326, pruned_loss=0.09754, over 2476058.72 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08264, over 23280.01 utterances.], batch size: 58, lr: 5.87e-04
2022-08-23 00:51:37,239 INFO [train.py:927] (3/8) Epoch 5, batch 16550, giga_loss[loss=0.2467, simple_loss=0.3187, pruned_loss=0.08738, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03845, over 113.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3309, pruned_loss=0.0966, over 2474125.70 frames. utt_duration=467.5 frames, utt_pad_proportion=0.08082, over 21233.45 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.319, pruned_loss=0.08696, over 2465734.40 frames. utt_duration=1278 frames, utt_pad_proportion=0.04869, over 7724.92 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3327, pruned_loss=0.09764, over 2475381.20 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08259, over 22951.70 utterances.], batch size: 113, lr: 5.86e-04
2022-08-23 00:53:20,394 INFO [train.py:927] (3/8) Epoch 5, batch 16600, giga_loss[loss=0.2525, simple_loss=0.3284, pruned_loss=0.08833, over 12409.00 frames. utt_duration=904 frames, utt_pad_proportion=0.03421, over 55.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3299, pruned_loss=0.09643, over 2473889.91 frames. utt_duration=463 frames, utt_pad_proportion=0.08517, over 21440.44 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3182, pruned_loss=0.08653, over 2465645.44 frames. utt_duration=1285 frames, utt_pad_proportion=0.0473, over 7681.79 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3325, pruned_loss=0.09801, over 2475268.37 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08707, over 23368.15 utterances.], batch size: 55, lr: 5.86e-04
2022-08-23 00:55:03,985 INFO [train.py:927] (3/8) Epoch 5, batch 16650, giga_loss[loss=0.2418, simple_loss=0.3202, pruned_loss=0.08172, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03115, over 39.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3316, pruned_loss=0.09721, over 2474319.87 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08373, over 21893.33 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3186, pruned_loss=0.08666, over 2465841.13 frames. utt_duration=1273 frames, utt_pad_proportion=0.05078, over 7754.45 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3335, pruned_loss=0.09855, over 2475389.74 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08458, over 23632.80 utterances.], batch size: 39, lr: 5.86e-04
2022-08-23 00:56:46,669 INFO [train.py:927] (3/8) Epoch 5, batch 16700, giga_loss[loss=0.2375, simple_loss=0.3108, pruned_loss=0.08209, over 12358.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02637, over 66.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3321, pruned_loss=0.09772, over 2473711.95 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08314, over 21734.37 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3182, pruned_loss=0.08636, over 2466270.83 frames. utt_duration=1277 frames, utt_pad_proportion=0.04967, over 7735.88 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3344, pruned_loss=0.09937, over 2474386.23 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08444, over 23521.38 utterances.], batch size: 66, lr: 5.86e-04
2022-08-23 00:58:31,298 INFO [train.py:927] (3/8) Epoch 5, batch 16750, giga_loss[loss=0.2834, simple_loss=0.3373, pruned_loss=0.1148, over 12379.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07046, over 211.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.333, pruned_loss=0.09858, over 2473355.62 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08068, over 21762.86 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3175, pruned_loss=0.08613, over 2465708.06 frames. utt_duration=1281 frames, utt_pad_proportion=0.04902, over 7707.46 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3358, pruned_loss=0.1004, over 2474556.93 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08232, over 23579.27 utterances.], batch size: 211, lr: 5.86e-04
2022-08-23 01:00:16,107 INFO [train.py:927] (3/8) Epoch 5, batch 16800, libri_loss[loss=0.2072, simple_loss=0.2806, pruned_loss=0.06696, over 12291.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00606, over 32.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3332, pruned_loss=0.09765, over 2473218.20 frames. utt_duration=463 frames, utt_pad_proportion=0.08044, over 21437.36 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3176, pruned_loss=0.08624, over 2465214.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.0523, over 7767.78 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3357, pruned_loss=0.09933, over 2474816.32 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08121, over 23227.83 utterances.], batch size: 32, lr: 5.86e-04
2022-08-23 01:02:00,203 INFO [train.py:927] (3/8) Epoch 5, batch 16850, giga_loss[loss=0.2265, simple_loss=0.3037, pruned_loss=0.07469, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03678, over 37.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3311, pruned_loss=0.09574, over 2473191.48 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07465, over 20061.46 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3174, pruned_loss=0.08612, over 2465132.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05176, over 7766.78 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3337, pruned_loss=0.09749, over 2474779.91 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07614, over 21843.07 utterances.], batch size: 37, lr: 5.86e-04
2022-08-23 01:03:42,810 INFO [train.py:927] (3/8) Epoch 5, batch 16900, giga_loss[loss=0.2338, simple_loss=0.3239, pruned_loss=0.07185, over 12445.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03514, over 105.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3318, pruned_loss=0.09583, over 2474055.00 frames. utt_duration=495 frames, utt_pad_proportion=0.07091, over 20050.88 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3174, pruned_loss=0.08617, over 2465294.84 frames. utt_duration=1274 frames, utt_pad_proportion=0.05058, over 7746.92 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3343, pruned_loss=0.09746, over 2475408.80 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07295, over 21837.34 utterances.], batch size: 105, lr: 5.86e-04
2022-08-23 01:05:30,697 INFO [train.py:927] (3/8) Epoch 5, batch 16950, giga_loss[loss=0.2609, simple_loss=0.3299, pruned_loss=0.09595, over 12350.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02943, over 48.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3324, pruned_loss=0.09723, over 2473960.77 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07343, over 20497.22 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3175, pruned_loss=0.08629, over 2465254.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05037, over 7745.19 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3344, pruned_loss=0.09844, over 2475087.72 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07495, over 21946.38 utterances.], batch size: 48, lr: 5.85e-04
2022-08-23 01:07:14,103 INFO [train.py:927] (3/8) Epoch 5, batch 17000, giga_loss[loss=0.2764, simple_loss=0.3458, pruned_loss=0.1036, over 12453.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3333, pruned_loss=0.09769, over 2474069.10 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07656, over 20543.35 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3175, pruned_loss=0.08626, over 2464998.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05412, over 7806.88 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3353, pruned_loss=0.09903, over 2475489.88 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07675, over 22050.21 utterances.], batch size: 86, lr: 5.85e-04
2022-08-23 01:08:56,182 INFO [train.py:927] (3/8) Epoch 5, batch 17050, libri_loss[loss=0.1979, simple_loss=0.2633, pruned_loss=0.06625, over 12471.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008521, over 29.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3334, pruned_loss=0.09757, over 2474707.49 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07604, over 20725.59 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.317, pruned_loss=0.0859, over 2465490.90 frames. utt_duration=1264 frames, utt_pad_proportion=0.05402, over 7813.58 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3358, pruned_loss=0.09922, over 2475606.05 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07641, over 22203.02 utterances.], batch size: 29, lr: 5.85e-04
2022-08-23 01:10:37,281 INFO [train.py:927] (3/8) Epoch 5, batch 17100, giga_loss[loss=0.2414, simple_loss=0.3195, pruned_loss=0.08161, over 12400.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3331, pruned_loss=0.09691, over 2474528.63 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07648, over 20449.88 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.317, pruned_loss=0.08609, over 2465202.66 frames. utt_duration=1264 frames, utt_pad_proportion=0.05342, over 7810.19 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3355, pruned_loss=0.09832, over 2475735.13 frames. utt_duration=453 frames, utt_pad_proportion=0.0772, over 21934.15 utterances.], batch size: 105, lr: 5.85e-04
2022-08-23 01:12:23,329 INFO [train.py:927] (3/8) Epoch 5, batch 17150, libri_loss[loss=0.2033, simple_loss=0.2809, pruned_loss=0.06287, over 12458.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005939, over 32.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3319, pruned_loss=0.09588, over 2474251.30 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07491, over 20280.99 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3167, pruned_loss=0.08594, over 2465213.88 frames. utt_duration=1269 frames, utt_pad_proportion=0.05205, over 7778.32 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3346, pruned_loss=0.0975, over 2475496.15 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07631, over 21911.91 utterances.], batch size: 32, lr: 5.85e-04
2022-08-23 01:14:04,374 INFO [train.py:927] (3/8) Epoch 5, batch 17200, giga_loss[loss=0.2457, simple_loss=0.3155, pruned_loss=0.08795, over 12352.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03345, over 62.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3308, pruned_loss=0.0955, over 2474312.78 frames. utt_duration=504 frames, utt_pad_proportion=0.07174, over 19696.93 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3163, pruned_loss=0.08563, over 2465466.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.05049, over 7748.77 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3337, pruned_loss=0.09743, over 2475406.22 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07389, over 21473.26 utterances.], batch size: 62, lr: 5.85e-04
2022-08-23 01:15:48,020 INFO [train.py:927] (3/8) Epoch 5, batch 17250, giga_loss[loss=0.2677, simple_loss=0.3368, pruned_loss=0.09931, over 12332.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02791, over 74.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3281, pruned_loss=0.09493, over 2473528.93 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07326, over 19867.65 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3162, pruned_loss=0.08547, over 2465508.94 frames. utt_duration=1267 frames, utt_pad_proportion=0.05093, over 7793.04 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3309, pruned_loss=0.09688, over 2474586.82 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07497, over 21570.42 utterances.], batch size: 74, lr: 5.85e-04
2022-08-23 01:17:33,173 INFO [train.py:927] (3/8) Epoch 5, batch 17300, giga_loss[loss=0.2487, simple_loss=0.3253, pruned_loss=0.08608, over 12327.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.02895, over 66.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3264, pruned_loss=0.09429, over 2474106.34 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07054, over 20185.18 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.316, pruned_loss=0.08539, over 2465505.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05061, over 7774.15 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.329, pruned_loss=0.09597, over 2475009.93 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07221, over 21657.09 utterances.], batch size: 66, lr: 5.85e-04
2022-08-23 01:19:17,616 INFO [train.py:927] (3/8) Epoch 5, batch 17350, giga_loss[loss=0.234, simple_loss=0.3198, pruned_loss=0.07413, over 12364.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04322, over 133.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3266, pruned_loss=0.09219, over 2474541.70 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07257, over 21031.22 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3167, pruned_loss=0.08564, over 2465650.91 frames. utt_duration=1272 frames, utt_pad_proportion=0.05002, over 7765.60 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3281, pruned_loss=0.0934, over 2475243.88 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07402, over 22381.47 utterances.], batch size: 133, lr: 5.84e-04
2022-08-23 01:21:02,226 INFO [train.py:927] (3/8) Epoch 5, batch 17400, giga_loss[loss=0.2209, simple_loss=0.3112, pruned_loss=0.0653, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04645, over 146.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.324, pruned_loss=0.08809, over 2474414.58 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07137, over 21572.51 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3171, pruned_loss=0.08554, over 2465708.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.04857, over 7743.28 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3252, pruned_loss=0.08934, over 2475253.75 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07322, over 23162.96 utterances.], batch size: 146, lr: 5.84e-04
2022-08-23 01:22:46,083 INFO [train.py:927] (3/8) Epoch 5, batch 17450, giga_loss[loss=0.221, simple_loss=0.3162, pruned_loss=0.06295, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3201, pruned_loss=0.08392, over 2474767.94 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07599, over 23055.22 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3173, pruned_loss=0.08564, over 2465682.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.04847, over 7747.57 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3209, pruned_loss=0.08479, over 2475495.09 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07721, over 24370.44 utterances.], batch size: 70, lr: 5.84e-04
2022-08-23 01:24:31,689 INFO [train.py:927] (3/8) Epoch 5, batch 17500, giga_loss[loss=0.2218, simple_loss=0.3091, pruned_loss=0.06727, over 12355.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02907, over 91.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3204, pruned_loss=0.08264, over 2475009.81 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07148, over 23017.30 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3173, pruned_loss=0.08577, over 2465972.30 frames. utt_duration=1276 frames, utt_pad_proportion=0.04794, over 7740.65 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3211, pruned_loss=0.08317, over 2475493.64 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07297, over 24349.75 utterances.], batch size: 91, lr: 5.84e-04
2022-08-23 01:26:12,942 INFO [train.py:927] (3/8) Epoch 5, batch 17550, giga_loss[loss=0.2333, simple_loss=0.3163, pruned_loss=0.07515, over 12338.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03054, over 91.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3185, pruned_loss=0.08049, over 2475674.33 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07137, over 23074.61 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3179, pruned_loss=0.08613, over 2466072.14 frames. utt_duration=1266 frames, utt_pad_proportion=0.05157, over 7799.76 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3185, pruned_loss=0.08044, over 2476215.06 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07169, over 24509.63 utterances.], batch size: 91, lr: 5.84e-04
2022-08-23 01:27:58,386 INFO [train.py:927] (3/8) Epoch 5, batch 17600, giga_loss[loss=0.2626, simple_loss=0.3246, pruned_loss=0.1004, over 12385.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09757, over 256.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3169, pruned_loss=0.07957, over 2475959.55 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07302, over 23418.41 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3178, pruned_loss=0.08628, over 2466257.99 frames. utt_duration=1256 frames, utt_pad_proportion=0.05531, over 7861.53 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3169, pruned_loss=0.07925, over 2476387.75 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07217, over 24774.55 utterances.], batch size: 256, lr: 5.84e-04
2022-08-23 01:29:40,724 INFO [train.py:927] (3/8) Epoch 5, batch 17650, giga_loss[loss=0.2273, simple_loss=0.3115, pruned_loss=0.07158, over 12354.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04322, over 133.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3149, pruned_loss=0.07808, over 2475970.02 frames. utt_duration=417.2 frames, utt_pad_proportion=0.0723, over 23820.28 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3179, pruned_loss=0.08643, over 2466438.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.05615, over 7907.97 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3148, pruned_loss=0.0775, over 2476407.39 frames. utt_duration=393.3 frames, utt_pad_proportion=0.0716, over 25279.62 utterances.], batch size: 133, lr: 5.84e-04
2022-08-23 01:31:24,834 INFO [train.py:927] (3/8) Epoch 5, batch 17700, giga_loss[loss=0.2004, simple_loss=0.2898, pruned_loss=0.05549, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04271, over 146.00 utterances.], tot_loss[loss=0.231, simple_loss=0.311, pruned_loss=0.07554, over 2475562.60 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07197, over 24337.12 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3182, pruned_loss=0.08663, over 2466355.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.05587, over 7917.92 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3105, pruned_loss=0.0746, over 2476239.69 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07164, over 25956.48 utterances.], batch size: 146, lr: 5.84e-04
2022-08-23 01:33:10,481 INFO [train.py:927] (3/8) Epoch 5, batch 17750, giga_loss[loss=0.2, simple_loss=0.2858, pruned_loss=0.05707, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02727, over 48.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3086, pruned_loss=0.07481, over 2475698.37 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07571, over 25196.16 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3182, pruned_loss=0.08665, over 2466262.47 frames. utt_duration=1245 frames, utt_pad_proportion=0.05569, over 7934.64 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.308, pruned_loss=0.07378, over 2476528.70 frames. utt_duration=370.4 frames, utt_pad_proportion=0.07542, over 26852.53 utterances.], batch size: 48, lr: 5.84e-04
2022-08-23 01:35:07,178 INFO [train.py:927] (3/8) Epoch 5, batch 17800, giga_loss[loss=0.2001, simple_loss=0.2952, pruned_loss=0.05248, over 12356.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02998, over 70.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3095, pruned_loss=0.07436, over 2476078.41 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07501, over 24993.49 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.318, pruned_loss=0.0866, over 2466063.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.05501, over 7905.24 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3091, pruned_loss=0.07336, over 2477070.66 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07511, over 26648.65 utterances.], batch size: 70, lr: 5.83e-04
2022-08-23 01:37:06,448 INFO [train.py:927] (3/8) Epoch 5, batch 17850, giga_loss[loss=0.2052, simple_loss=0.299, pruned_loss=0.05571, over 12430.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03182, over 122.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.309, pruned_loss=0.07311, over 2476081.23 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07254, over 24404.00 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3176, pruned_loss=0.08636, over 2466176.11 frames. utt_duration=1253 frames, utt_pad_proportion=0.054, over 7881.86 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3088, pruned_loss=0.07225, over 2476991.81 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07318, over 26129.38 utterances.], batch size: 122, lr: 5.83e-04
2022-08-23 01:39:04,219 INFO [train.py:927] (3/8) Epoch 5, batch 17900, giga_loss[loss=0.2102, simple_loss=0.2938, pruned_loss=0.06337, over 12412.00 frames. utt_duration=275.6 frames, utt_pad_proportion=0.05295, over 181.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3073, pruned_loss=0.07168, over 2476646.50 frames. utt_duration=410.3 frames, utt_pad_proportion=0.0719, over 24227.14 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3174, pruned_loss=0.0863, over 2466490.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.05375, over 7884.28 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3071, pruned_loss=0.0707, over 2477375.62 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07264, over 26019.36 utterances.], batch size: 181, lr: 5.83e-04
2022-08-23 01:41:15,627 INFO [train.py:927] (3/8) Epoch 5, batch 17950, giga_loss[loss=0.181, simple_loss=0.2695, pruned_loss=0.04625, over 12444.00 frames. utt_duration=438 frames, utt_pad_proportion=0.03522, over 114.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3055, pruned_loss=0.07074, over 2476517.67 frames. utt_duration=407 frames, utt_pad_proportion=0.06988, over 24419.47 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3173, pruned_loss=0.08633, over 2466201.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.05747, over 7941.87 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3051, pruned_loss=0.06933, over 2477751.89 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06971, over 26412.72 utterances.], batch size: 114, lr: 5.83e-04
2022-08-23 01:43:09,113 INFO [train.py:927] (3/8) Epoch 5, batch 18000, giga_loss[loss=0.2134, simple_loss=0.307, pruned_loss=0.05992, over 12348.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02795, over 48.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3042, pruned_loss=0.07011, over 2476310.42 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06663, over 24160.28 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.318, pruned_loss=0.08655, over 2465967.27 frames. utt_duration=1246 frames, utt_pad_proportion=0.05658, over 7926.16 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.303, pruned_loss=0.06849, over 2477701.38 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06701, over 26064.05 utterances.], batch size: 48, lr: 5.83e-04
2022-08-23 01:43:09,114 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 01:43:24,754 INFO [train.py:967] (3/8) Epoch 5, validation: loss=0.218, simple_loss=0.3565, pruned_loss=0.03975, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 01:45:24,394 INFO [train.py:927] (3/8) Epoch 5, batch 18050, giga_loss[loss=0.2405, simple_loss=0.3265, pruned_loss=0.07729, over 12401.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04887, over 161.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3068, pruned_loss=0.0698, over 2475936.29 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07049, over 24933.47 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3196, pruned_loss=0.08647, over 2465541.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.05603, over 7896.41 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3042, pruned_loss=0.06838, over 2477554.34 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07076, over 26694.84 utterances.], batch size: 161, lr: 5.83e-04
2022-08-23 01:47:35,797 INFO [train.py:927] (3/8) Epoch 5, batch 18100, libri_loss[loss=0.2641, simple_loss=0.3334, pruned_loss=0.09736, over 12438.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02009, over 43.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3038, pruned_loss=0.06829, over 2475805.27 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06914, over 24310.69 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.32, pruned_loss=0.08672, over 2465838.89 frames. utt_duration=1251 frames, utt_pad_proportion=0.0554, over 7894.98 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3012, pruned_loss=0.0667, over 2476952.15 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06966, over 25930.13 utterances.], batch size: 43, lr: 5.83e-04
2022-08-23 01:49:38,270 INFO [train.py:927] (3/8) Epoch 5, batch 18150, giga_loss[loss=0.2166, simple_loss=0.3038, pruned_loss=0.06472, over 12408.00 frames. utt_duration=275.3 frames, utt_pad_proportion=0.05398, over 181.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3066, pruned_loss=0.0693, over 2476877.75 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07252, over 25627.66 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3201, pruned_loss=0.08686, over 2465840.10 frames. utt_duration=1241 frames, utt_pad_proportion=0.05951, over 7959.73 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3041, pruned_loss=0.06763, over 2477979.57 frames. utt_duration=366.3 frames, utt_pad_proportion=0.0718, over 27148.54 utterances.], batch size: 181, lr: 5.83e-04
2022-08-23 01:51:37,588 INFO [train.py:927] (3/8) Epoch 5, batch 18200, giga_loss[loss=0.2042, simple_loss=0.3084, pruned_loss=0.05001, over 12386.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3073, pruned_loss=0.06823, over 2476555.60 frames. utt_duration=392 frames, utt_pad_proportion=0.07124, over 25349.53 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3197, pruned_loss=0.08671, over 2465424.79 frames. utt_duration=1247 frames, utt_pad_proportion=0.0582, over 7918.38 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3055, pruned_loss=0.06656, over 2478088.82 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07117, over 27076.54 utterances.], batch size: 133, lr: 5.82e-04
2022-08-23 01:53:44,060 INFO [train.py:927] (3/8) Epoch 5, batch 18250, giga_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.07235, over 12382.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.072, over 212.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3077, pruned_loss=0.06833, over 2477504.56 frames. utt_duration=387.3 frames, utt_pad_proportion=0.07243, over 25669.82 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3194, pruned_loss=0.08666, over 2465646.23 frames. utt_duration=1251 frames, utt_pad_proportion=0.05692, over 7890.31 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3061, pruned_loss=0.06654, over 2478821.93 frames. utt_duration=361.6 frames, utt_pad_proportion=0.07265, over 27515.56 utterances.], batch size: 212, lr: 5.82e-04
2022-08-23 01:56:02,875 INFO [train.py:927] (3/8) Epoch 5, batch 18300, giga_loss[loss=0.2472, simple_loss=0.3263, pruned_loss=0.08404, over 12345.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03171, over 85.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3076, pruned_loss=0.06887, over 2476941.07 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07007, over 24748.83 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3199, pruned_loss=0.08686, over 2465813.38 frames. utt_duration=1245 frames, utt_pad_proportion=0.05757, over 7932.04 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3056, pruned_loss=0.06683, over 2478077.21 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07032, over 26568.23 utterances.], batch size: 85, lr: 5.82e-04
2022-08-23 01:58:07,270 INFO [train.py:927] (3/8) Epoch 5, batch 18350, giga_loss[loss=0.2262, simple_loss=0.3083, pruned_loss=0.07204, over 12377.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02909, over 85.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3048, pruned_loss=0.06816, over 2478063.77 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07392, over 24952.90 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.32, pruned_loss=0.08699, over 2466125.54 frames. utt_duration=1231 frames, utt_pad_proportion=0.06225, over 8026.04 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3028, pruned_loss=0.06604, over 2478963.80 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07285, over 26699.94 utterances.], batch size: 85, lr: 5.82e-04
2022-08-23 02:00:17,229 INFO [train.py:927] (3/8) Epoch 5, batch 18400, giga_loss[loss=0.1923, simple_loss=0.2788, pruned_loss=0.05294, over 12440.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03666, over 98.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.303, pruned_loss=0.06791, over 2478871.77 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07716, over 25911.03 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3202, pruned_loss=0.08708, over 2466293.64 frames. utt_duration=1227 frames, utt_pad_proportion=0.06269, over 8050.79 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3011, pruned_loss=0.06599, over 2479538.60 frames. utt_duration=362.9 frames, utt_pad_proportion=0.0761, over 27417.55 utterances.], batch size: 98, lr: 5.82e-04
2022-08-23 02:02:17,738 INFO [train.py:927] (3/8) Epoch 5, batch 18450, giga_loss[loss=0.2021, simple_loss=0.2816, pruned_loss=0.06127, over 12356.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.02898, over 85.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3047, pruned_loss=0.06869, over 2478777.73 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07214, over 25141.46 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3202, pruned_loss=0.08718, over 2466312.93 frames. utt_duration=1229 frames, utt_pad_proportion=0.06224, over 8036.30 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.303, pruned_loss=0.06693, over 2479418.99 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07167, over 26493.56 utterances.], batch size: 85, lr: 5.82e-04
2022-08-23 02:04:23,504 INFO [train.py:927] (3/8) Epoch 5, batch 18500, giga_loss[loss=0.2031, simple_loss=0.2885, pruned_loss=0.05885, over 12348.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.02961, over 62.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3045, pruned_loss=0.06924, over 2478836.36 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07484, over 25987.50 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3207, pruned_loss=0.08739, over 2466405.98 frames. utt_duration=1231 frames, utt_pad_proportion=0.06175, over 8026.96 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3026, pruned_loss=0.0675, over 2479368.26 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07452, over 27216.82 utterances.], batch size: 62, lr: 5.82e-04
2022-08-23 02:06:35,162 INFO [train.py:927] (3/8) Epoch 5, batch 18550, giga_loss[loss=0.2472, simple_loss=0.3275, pruned_loss=0.0835, over 12378.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05591, over 181.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.306, pruned_loss=0.06936, over 2478488.02 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07154, over 25470.36 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3206, pruned_loss=0.08747, over 2466571.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06056, over 8009.22 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3041, pruned_loss=0.06742, over 2479087.29 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07187, over 26936.20 utterances.], batch size: 181, lr: 5.82e-04
2022-08-23 02:08:49,263 INFO [train.py:927] (3/8) Epoch 5, batch 18600, giga_loss[loss=0.2083, simple_loss=0.2868, pruned_loss=0.06494, over 12449.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03343, over 105.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3046, pruned_loss=0.0692, over 2478748.52 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06942, over 25294.33 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3206, pruned_loss=0.08747, over 2466684.85 frames. utt_duration=1232 frames, utt_pad_proportion=0.06014, over 8018.96 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3029, pruned_loss=0.06734, over 2479327.20 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06996, over 26763.71 utterances.], batch size: 105, lr: 5.82e-04
2022-08-23 02:10:51,475 INFO [train.py:927] (3/8) Epoch 5, batch 18650, giga_loss[loss=0.2366, simple_loss=0.3135, pruned_loss=0.07981, over 12455.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03661, over 133.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2997, pruned_loss=0.06767, over 2478536.38 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06735, over 25165.72 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3203, pruned_loss=0.08734, over 2466495.97 frames. utt_duration=1236 frames, utt_pad_proportion=0.05938, over 7991.83 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2983, pruned_loss=0.06597, over 2479366.57 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06813, over 26656.73 utterances.], batch size: 133, lr: 5.81e-04
2022-08-23 02:12:49,953 INFO [train.py:927] (3/8) Epoch 5, batch 18700, giga_loss[loss=0.207, simple_loss=0.2942, pruned_loss=0.05991, over 12397.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02987, over 97.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.299, pruned_loss=0.06728, over 2478508.10 frames. utt_duration=385.7 frames, utt_pad_proportion=0.0685, over 25782.74 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3203, pruned_loss=0.08734, over 2466495.97 frames. utt_duration=1236 frames, utt_pad_proportion=0.05938, over 7991.83 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2979, pruned_loss=0.06596, over 2479154.25 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06905, over 26943.21 utterances.], batch size: 97, lr: 5.81e-04
2022-08-23 02:14:55,187 INFO [train.py:927] (3/8) Epoch 5, batch 18750, giga_loss[loss=0.2018, simple_loss=0.2879, pruned_loss=0.05783, over 12347.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.02971, over 62.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2974, pruned_loss=0.06575, over 2478545.91 frames. utt_duration=380.4 frames, utt_pad_proportion=0.07055, over 26145.10 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3208, pruned_loss=0.08734, over 2466426.22 frames. utt_duration=1238 frames, utt_pad_proportion=0.05893, over 7978.95 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2959, pruned_loss=0.06453, over 2479227.07 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07106, over 27235.33 utterances.], batch size: 62, lr: 5.81e-04
2022-08-23 02:17:12,890 INFO [train.py:927] (3/8) Epoch 5, batch 18800, giga_loss[loss=0.25, simple_loss=0.3362, pruned_loss=0.0819, over 12452.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04726, over 147.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.06472, over 2478521.19 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06986, over 26042.99 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3207, pruned_loss=0.08726, over 2466389.08 frames. utt_duration=1240 frames, utt_pad_proportion=0.05886, over 7966.06 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2947, pruned_loss=0.06374, over 2479130.60 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07031, over 26977.05 utterances.], batch size: 147, lr: 5.81e-04
2022-08-23 02:19:11,041 INFO [train.py:927] (3/8) Epoch 5, batch 18850, giga_loss[loss=0.2346, simple_loss=0.3145, pruned_loss=0.07731, over 12416.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03964, over 133.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2963, pruned_loss=0.06508, over 2478846.72 frames. utt_duration=396.2 frames, utt_pad_proportion=0.0686, over 25099.05 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3209, pruned_loss=0.08734, over 2466277.58 frames. utt_duration=1243 frames, utt_pad_proportion=0.0577, over 7948.09 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2946, pruned_loss=0.06372, over 2479709.79 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06939, over 26265.71 utterances.], batch size: 133, lr: 5.81e-04
2022-08-23 02:21:15,553 INFO [train.py:927] (3/8) Epoch 5, batch 18900, giga_loss[loss=0.1752, simple_loss=0.271, pruned_loss=0.03972, over 12443.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04923, over 162.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2951, pruned_loss=0.06428, over 2478843.68 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06955, over 25843.23 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3203, pruned_loss=0.087, over 2466252.37 frames. utt_duration=1247 frames, utt_pad_proportion=0.05692, over 7923.32 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2939, pruned_loss=0.06311, over 2479764.86 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07036, over 27079.31 utterances.], batch size: 162, lr: 5.81e-04
2022-08-23 02:23:11,432 INFO [train.py:927] (3/8) Epoch 5, batch 18950, giga_loss[loss=0.2062, simple_loss=0.2954, pruned_loss=0.05847, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03533, over 37.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2983, pruned_loss=0.0652, over 2478380.73 frames. utt_duration=401 frames, utt_pad_proportion=0.06774, over 24797.52 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.32, pruned_loss=0.087, over 2466103.21 frames. utt_duration=1240 frames, utt_pad_proportion=0.05982, over 7962.79 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2968, pruned_loss=0.06346, over 2479724.96 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06781, over 26397.35 utterances.], batch size: 37, lr: 5.81e-04
2022-08-23 02:25:06,403 INFO [train.py:927] (3/8) Epoch 5, batch 19000, giga_loss[loss=0.2212, simple_loss=0.3067, pruned_loss=0.06787, over 12468.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03401, over 98.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2991, pruned_loss=0.0655, over 2477816.94 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06553, over 24390.06 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3198, pruned_loss=0.08703, over 2466025.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.05965, over 7978.25 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2973, pruned_loss=0.06339, over 2479315.27 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06582, over 26186.70 utterances.], batch size: 98, lr: 5.81e-04
2022-08-23 02:27:09,117 INFO [train.py:927] (3/8) Epoch 5, batch 19050, libri_loss[loss=0.259, simple_loss=0.3337, pruned_loss=0.09215, over 12397.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008725, over 38.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2978, pruned_loss=0.06425, over 2478112.59 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06206, over 23546.74 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3203, pruned_loss=0.08704, over 2466304.39 frames. utt_duration=1238 frames, utt_pad_proportion=0.05881, over 7976.69 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2954, pruned_loss=0.06204, over 2479320.38 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06279, over 25347.53 utterances.], batch size: 38, lr: 5.80e-04
2022-08-23 02:29:07,296 INFO [train.py:927] (3/8) Epoch 5, batch 19100, giga_loss[loss=0.2269, simple_loss=0.3076, pruned_loss=0.07307, over 12469.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03399, over 98.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2966, pruned_loss=0.06416, over 2478225.68 frames. utt_duration=432.3 frames, utt_pad_proportion=0.05993, over 22992.79 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3187, pruned_loss=0.08616, over 2466267.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.05722, over 7906.85 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2952, pruned_loss=0.06236, over 2479665.37 frames. utt_duration=397 frames, utt_pad_proportion=0.06113, over 25061.23 utterances.], batch size: 98, lr: 5.80e-04
2022-08-23 02:31:15,664 INFO [train.py:927] (3/8) Epoch 5, batch 19150, giga_loss[loss=0.2068, simple_loss=0.2919, pruned_loss=0.06089, over 12444.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.03936, over 114.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2985, pruned_loss=0.06507, over 2478180.47 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06171, over 23068.52 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3187, pruned_loss=0.08634, over 2466668.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.06035, over 7949.23 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2968, pruned_loss=0.06283, over 2479340.77 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06179, over 25160.39 utterances.], batch size: 114, lr: 5.80e-04
2022-08-23 02:33:10,076 INFO [train.py:927] (3/8) Epoch 5, batch 19200, giga_loss[loss=0.2503, simple_loss=0.3328, pruned_loss=0.08388, over 12453.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3006, pruned_loss=0.06671, over 2478387.01 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06282, over 23635.74 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3184, pruned_loss=0.08627, over 2467000.98 frames. utt_duration=1249 frames, utt_pad_proportion=0.05905, over 7913.34 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.299, pruned_loss=0.06442, over 2479341.91 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06313, over 25747.00 utterances.], batch size: 105, lr: 5.80e-04
2022-08-23 02:35:13,588 INFO [train.py:927] (3/8) Epoch 5, batch 19250, giga_loss[loss=0.2026, simple_loss=0.2895, pruned_loss=0.05784, over 12338.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03114, over 51.00 utterances.], tot_loss[loss=0.218, simple_loss=0.302, pruned_loss=0.067, over 2477995.20 frames. utt_duration=426 frames, utt_pad_proportion=0.06465, over 23332.23 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3184, pruned_loss=0.08646, over 2467217.22 frames. utt_duration=1238 frames, utt_pad_proportion=0.06219, over 7978.09 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3003, pruned_loss=0.0645, over 2478871.42 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06403, over 25386.63 utterances.], batch size: 51, lr: 5.80e-04
2022-08-23 02:37:26,527 INFO [train.py:927] (3/8) Epoch 5, batch 19300, giga_loss[loss=0.2097, simple_loss=0.2941, pruned_loss=0.06265, over 12422.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03244, over 105.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3004, pruned_loss=0.0665, over 2478457.37 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06411, over 23413.74 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3174, pruned_loss=0.08597, over 2467328.85 frames. utt_duration=1246 frames, utt_pad_proportion=0.06059, over 7930.54 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2994, pruned_loss=0.06431, over 2479413.00 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06411, over 25583.26 utterances.], batch size: 105, lr: 5.80e-04
2022-08-23 02:39:23,824 INFO [train.py:927] (3/8) Epoch 5, batch 19350, giga_loss[loss=0.2219, simple_loss=0.308, pruned_loss=0.06785, over 12392.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02625, over 85.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2999, pruned_loss=0.06632, over 2478514.92 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06784, over 23871.02 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3172, pruned_loss=0.0858, over 2467593.32 frames. utt_duration=1239 frames, utt_pad_proportion=0.06323, over 7975.06 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2988, pruned_loss=0.06418, over 2479354.96 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06682, over 25987.80 utterances.], batch size: 85, lr: 5.80e-04
2022-08-23 02:41:30,673 INFO [train.py:927] (3/8) Epoch 5, batch 19400, giga_loss[loss=0.2044, simple_loss=0.2868, pruned_loss=0.06098, over 12288.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.03808, over 51.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2994, pruned_loss=0.06671, over 2478149.31 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06525, over 23409.11 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.317, pruned_loss=0.08567, over 2467864.73 frames. utt_duration=1245 frames, utt_pad_proportion=0.06154, over 7939.37 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2982, pruned_loss=0.06455, over 2478908.56 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06511, over 25613.39 utterances.], batch size: 51, lr: 5.80e-04
2022-08-23 02:43:26,507 INFO [train.py:927] (3/8) Epoch 5, batch 19450, giga_loss[loss=0.1687, simple_loss=0.2574, pruned_loss=0.03999, over 12394.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1813, over 359.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.299, pruned_loss=0.06616, over 2477687.93 frames. utt_duration=428.1 frames, utt_pad_proportion=0.06675, over 23214.99 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3173, pruned_loss=0.08576, over 2468197.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.06477, over 8002.63 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.297, pruned_loss=0.06355, over 2478418.50 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06566, over 25593.71 utterances.], batch size: 359, lr: 5.80e-04
2022-08-23 02:45:24,581 INFO [train.py:927] (3/8) Epoch 5, batch 19500, giga_loss[loss=0.1959, simple_loss=0.2923, pruned_loss=0.04978, over 12402.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04068, over 133.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3007, pruned_loss=0.06543, over 2477114.37 frames. utt_duration=434.8 frames, utt_pad_proportion=0.06672, over 22851.95 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3173, pruned_loss=0.08575, over 2467982.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.06361, over 7980.75 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2988, pruned_loss=0.06294, over 2478092.62 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06617, over 25093.15 utterances.], batch size: 133, lr: 5.79e-04
2022-08-23 02:47:34,625 INFO [train.py:927] (3/8) Epoch 5, batch 19550, giga_loss[loss=0.2051, simple_loss=0.2978, pruned_loss=0.05621, over 12461.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0425, over 114.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3014, pruned_loss=0.06536, over 2477480.41 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06639, over 23625.01 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3171, pruned_loss=0.08571, over 2467915.35 frames. utt_duration=1239 frames, utt_pad_proportion=0.06317, over 7973.99 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2999, pruned_loss=0.06326, over 2478372.56 frames. utt_duration=389.7 frames, utt_pad_proportion=0.0661, over 25514.92 utterances.], batch size: 114, lr: 5.79e-04
2022-08-23 02:49:40,567 INFO [train.py:927] (3/8) Epoch 5, batch 19600, giga_loss[loss=0.2072, simple_loss=0.2961, pruned_loss=0.05917, over 12359.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02873, over 85.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3018, pruned_loss=0.06572, over 2477597.12 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06603, over 23817.90 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3169, pruned_loss=0.08547, over 2467581.80 frames. utt_duration=1241 frames, utt_pad_proportion=0.06191, over 7961.16 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3003, pruned_loss=0.0636, over 2478959.87 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06621, over 25852.74 utterances.], batch size: 85, lr: 5.79e-04
2022-08-23 02:51:55,975 INFO [train.py:927] (3/8) Epoch 5, batch 19650, giga_loss[loss=0.2011, simple_loss=0.2871, pruned_loss=0.05757, over 12436.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3027, pruned_loss=0.06551, over 2478018.59 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06554, over 24019.66 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.317, pruned_loss=0.08537, over 2467663.50 frames. utt_duration=1244 frames, utt_pad_proportion=0.06123, over 7944.78 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3012, pruned_loss=0.06365, over 2479169.80 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06594, over 25871.45 utterances.], batch size: 183, lr: 5.79e-04
2022-08-23 02:54:08,507 INFO [train.py:927] (3/8) Epoch 5, batch 19700, libri_loss[loss=0.3065, simple_loss=0.3681, pruned_loss=0.1224, over 12297.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007479, over 36.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3048, pruned_loss=0.06664, over 2477993.18 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06678, over 23043.52 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3173, pruned_loss=0.08554, over 2468144.99 frames. utt_duration=1230 frames, utt_pad_proportion=0.06458, over 8038.03 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3027, pruned_loss=0.06411, over 2478976.55 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06614, over 25157.84 utterances.], batch size: 36, lr: 5.79e-04
2022-08-23 02:56:28,382 INFO [train.py:927] (3/8) Epoch 5, batch 19750, giga_loss[loss=0.1786, simple_loss=0.2682, pruned_loss=0.04452, over 12368.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.02943, over 58.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3039, pruned_loss=0.06721, over 2478588.85 frames. utt_duration=438 frames, utt_pad_proportion=0.06607, over 22693.95 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3176, pruned_loss=0.08581, over 2468708.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.06825, over 8141.83 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3015, pruned_loss=0.06435, over 2479185.60 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06463, over 24778.93 utterances.], batch size: 58, lr: 5.79e-04
2022-08-23 02:58:32,369 INFO [train.py:927] (3/8) Epoch 5, batch 19800, giga_loss[loss=0.2137, simple_loss=0.2837, pruned_loss=0.07181, over 12348.00 frames. utt_duration=142.8 frames, utt_pad_proportion=0.1599, over 349.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3024, pruned_loss=0.06592, over 2478431.26 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06741, over 23458.32 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3176, pruned_loss=0.08572, over 2468661.18 frames. utt_duration=1212 frames, utt_pad_proportion=0.06818, over 8160.49 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3004, pruned_loss=0.06348, over 2479075.14 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06622, over 25285.43 utterances.], batch size: 349, lr: 5.79e-04
2022-08-23 03:00:36,344 INFO [train.py:927] (3/8) Epoch 5, batch 19850, giga_loss[loss=0.181, simple_loss=0.2745, pruned_loss=0.0437, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02649, over 48.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.304, pruned_loss=0.06639, over 2478102.33 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07169, over 24338.74 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.318, pruned_loss=0.08575, over 2468827.01 frames. utt_duration=1214 frames, utt_pad_proportion=0.06767, over 8144.91 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3018, pruned_loss=0.06426, over 2478543.20 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07071, over 25946.70 utterances.], batch size: 48, lr: 5.79e-04
2022-08-23 03:02:27,432 INFO [train.py:927] (3/8) Epoch 5, batch 19900, giga_loss[loss=0.2145, simple_loss=0.2999, pruned_loss=0.06459, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3036, pruned_loss=0.06701, over 2478006.35 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06993, over 24770.86 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3181, pruned_loss=0.08595, over 2468720.92 frames. utt_duration=1216 frames, utt_pad_proportion=0.06618, over 8130.67 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3014, pruned_loss=0.06459, over 2478723.27 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0697, over 26535.15 utterances.], batch size: 85, lr: 5.78e-04
2022-08-23 03:04:21,666 INFO [train.py:927] (3/8) Epoch 5, batch 19950, giga_loss[loss=0.2535, simple_loss=0.3349, pruned_loss=0.08609, over 12461.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03479, over 105.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.304, pruned_loss=0.06818, over 2478039.14 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07078, over 25196.11 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3179, pruned_loss=0.08582, over 2468816.81 frames. utt_duration=1217 frames, utt_pad_proportion=0.06565, over 8121.17 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3021, pruned_loss=0.06597, over 2478737.44 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07072, over 26973.84 utterances.], batch size: 105, lr: 5.78e-04
2022-08-23 03:06:05,837 INFO [train.py:927] (3/8) Epoch 5, batch 20000, giga_loss[loss=0.2434, simple_loss=0.3292, pruned_loss=0.07878, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02552, over 45.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.311, pruned_loss=0.0722, over 2476809.78 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07211, over 24283.00 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3177, pruned_loss=0.08573, over 2468914.98 frames. utt_duration=1215 frames, utt_pad_proportion=0.0655, over 8140.14 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3094, pruned_loss=0.07009, over 2477525.23 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07204, over 26131.76 utterances.], batch size: 45, lr: 5.78e-04
2022-08-23 03:07:49,852 INFO [train.py:927] (3/8) Epoch 5, batch 20050, giga_loss[loss=0.2357, simple_loss=0.3185, pruned_loss=0.07642, over 12355.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3125, pruned_loss=0.07393, over 2476583.94 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07398, over 23443.82 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3183, pruned_loss=0.08617, over 2469111.78 frames. utt_duration=1204 frames, utt_pad_proportion=0.06865, over 8214.29 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3107, pruned_loss=0.07171, over 2477078.10 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07301, over 25051.65 utterances.], batch size: 58, lr: 5.78e-04
2022-08-23 03:09:32,192 INFO [train.py:927] (3/8) Epoch 5, batch 20100, giga_loss[loss=0.2075, simple_loss=0.2809, pruned_loss=0.06704, over 12463.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03419, over 43.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3088, pruned_loss=0.07339, over 2476340.33 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07378, over 22833.21 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3196, pruned_loss=0.08681, over 2469087.34 frames. utt_duration=1202 frames, utt_pad_proportion=0.0679, over 8227.76 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3058, pruned_loss=0.07071, over 2476917.62 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07329, over 24448.65 utterances.], batch size: 43, lr: 5.78e-04
2022-08-23 03:11:15,742 INFO [train.py:927] (3/8) Epoch 5, batch 20150, giga_loss[loss=0.1896, simple_loss=0.2613, pruned_loss=0.05888, over 12330.00 frames. utt_duration=625.9 frames, utt_pad_proportion=0.02813, over 79.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2998, pruned_loss=0.07013, over 2475588.14 frames. utt_duration=451.8 frames, utt_pad_proportion=0.0719, over 21981.84 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3195, pruned_loss=0.08672, over 2469202.30 frames. utt_duration=1200 frames, utt_pad_proportion=0.06783, over 8237.44 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2974, pruned_loss=0.06788, over 2476032.79 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07167, over 23443.72 utterances.], batch size: 79, lr: 5.78e-04
2022-08-23 03:12:58,578 INFO [train.py:927] (3/8) Epoch 5, batch 20200, giga_loss[loss=0.183, simple_loss=0.2654, pruned_loss=0.05029, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0413, over 34.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2928, pruned_loss=0.06742, over 2474893.96 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07783, over 22270.52 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3193, pruned_loss=0.08672, over 2468951.76 frames. utt_duration=1201 frames, utt_pad_proportion=0.06758, over 8235.48 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2907, pruned_loss=0.06533, over 2475586.77 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07744, over 23680.57 utterances.], batch size: 34, lr: 5.78e-04
2022-08-23 03:14:39,915 INFO [train.py:927] (3/8) Epoch 5, batch 20250, giga_loss[loss=0.1911, simple_loss=0.2745, pruned_loss=0.05389, over 12411.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2882, pruned_loss=0.06543, over 2474487.13 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07537, over 21244.55 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3192, pruned_loss=0.08685, over 2468998.30 frames. utt_duration=1181 frames, utt_pad_proportion=0.07499, over 8374.49 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2858, pruned_loss=0.06312, over 2475151.37 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07287, over 22601.04 utterances.], batch size: 133, lr: 5.78e-04
2022-08-23 03:16:23,327 INFO [train.py:927] (3/8) Epoch 5, batch 20300, giga_loss[loss=0.1797, simple_loss=0.2615, pruned_loss=0.04892, over 12257.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03008, over 28.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2825, pruned_loss=0.06313, over 2474468.60 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07327, over 20808.93 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3191, pruned_loss=0.08676, over 2469071.11 frames. utt_duration=1183 frames, utt_pad_proportion=0.07426, over 8357.96 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2803, pruned_loss=0.06108, over 2474981.99 frames. utt_duration=450 frames, utt_pad_proportion=0.07163, over 22070.37 utterances.], batch size: 28, lr: 5.78e-04
2022-08-23 03:18:06,809 INFO [train.py:927] (3/8) Epoch 5, batch 20350, giga_loss[loss=0.1754, simple_loss=0.244, pruned_loss=0.05341, over 12345.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1889, over 362.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2781, pruned_loss=0.06126, over 2474254.55 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07669, over 20576.48 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3195, pruned_loss=0.08694, over 2469109.48 frames. utt_duration=1171 frames, utt_pad_proportion=0.07816, over 8446.95 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2749, pruned_loss=0.0588, over 2474772.98 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07386, over 21842.34 utterances.], batch size: 362, lr: 5.77e-04
2022-08-23 03:19:46,982 INFO [train.py:927] (3/8) Epoch 5, batch 20400, giga_loss[loss=0.1477, simple_loss=0.2222, pruned_loss=0.0366, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04331, over 34.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2713, pruned_loss=0.05805, over 2474290.80 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07219, over 19910.01 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3193, pruned_loss=0.08692, over 2469155.93 frames. utt_duration=1172 frames, utt_pad_proportion=0.0779, over 8435.72 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2687, pruned_loss=0.05601, over 2474675.53 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07019, over 20968.88 utterances.], batch size: 34, lr: 5.77e-04
2022-08-23 03:21:29,328 INFO [train.py:927] (3/8) Epoch 5, batch 20450, giga_loss[loss=0.2489, simple_loss=0.3385, pruned_loss=0.07968, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03103, over 97.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2775, pruned_loss=0.06153, over 2473413.36 frames. utt_duration=507 frames, utt_pad_proportion=0.06979, over 19570.26 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3194, pruned_loss=0.08711, over 2469285.76 frames. utt_duration=1174 frames, utt_pad_proportion=0.07686, over 8426.13 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2741, pruned_loss=0.05895, over 2473725.73 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06857, over 20732.98 utterances.], batch size: 97, lr: 5.77e-04
2022-08-23 03:23:10,397 INFO [train.py:927] (3/8) Epoch 5, batch 20500, giga_loss[loss=0.2865, simple_loss=0.3574, pruned_loss=0.1078, over 12403.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.0733, over 212.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2889, pruned_loss=0.0676, over 2473456.18 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06983, over 19138.57 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3199, pruned_loss=0.08753, over 2469189.33 frames. utt_duration=1171 frames, utt_pad_proportion=0.07592, over 8448.60 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2842, pruned_loss=0.06421, over 2473959.69 frames. utt_duration=484 frames, utt_pad_proportion=0.06909, over 20509.15 utterances.], batch size: 212, lr: 5.77e-04
2022-08-23 03:24:52,180 INFO [train.py:927] (3/8) Epoch 5, batch 20550, giga_loss[loss=0.2187, simple_loss=0.3061, pruned_loss=0.06572, over 12392.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04786, over 31.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2957, pruned_loss=0.07004, over 2472693.75 frames. utt_duration=529.9 frames, utt_pad_proportion=0.07019, over 18718.20 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3196, pruned_loss=0.08755, over 2469264.39 frames. utt_duration=1166 frames, utt_pad_proportion=0.07802, over 8480.31 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2913, pruned_loss=0.06664, over 2473187.18 frames. utt_duration=491.3 frames, utt_pad_proportion=0.0688, over 20197.71 utterances.], batch size: 31, lr: 5.77e-04
2022-08-23 03:26:35,282 INFO [train.py:927] (3/8) Epoch 5, batch 20600, giga_loss[loss=0.2168, simple_loss=0.3096, pruned_loss=0.06206, over 12411.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04024, over 105.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.299, pruned_loss=0.07059, over 2472780.66 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06793, over 18832.77 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3195, pruned_loss=0.08746, over 2469114.07 frames. utt_duration=1168 frames, utt_pad_proportion=0.07776, over 8467.91 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2955, pruned_loss=0.06793, over 2473301.33 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06704, over 20041.76 utterances.], batch size: 105, lr: 5.77e-04
2022-08-23 03:28:17,224 INFO [train.py:927] (3/8) Epoch 5, batch 20650, giga_loss[loss=0.2402, simple_loss=0.3231, pruned_loss=0.07871, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3045, pruned_loss=0.07345, over 2472900.53 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06804, over 18771.84 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3201, pruned_loss=0.08733, over 2469238.95 frames. utt_duration=1169 frames, utt_pad_proportion=0.07711, over 8459.49 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3007, pruned_loss=0.07109, over 2473289.79 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06748, over 19977.91 utterances.], batch size: 75, lr: 5.77e-04
2022-08-23 03:29:59,070 INFO [train.py:927] (3/8) Epoch 5, batch 20700, giga_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.05732, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02963, over 39.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3088, pruned_loss=0.07605, over 2473133.86 frames. utt_duration=523.1 frames, utt_pad_proportion=0.07194, over 18966.54 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3198, pruned_loss=0.08737, over 2469119.74 frames. utt_duration=1174 frames, utt_pad_proportion=0.07652, over 8421.81 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3059, pruned_loss=0.07399, over 2473594.20 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07153, over 20102.98 utterances.], batch size: 39, lr: 5.77e-04
2022-08-23 03:31:40,516 INFO [train.py:927] (3/8) Epoch 5, batch 20750, giga_loss[loss=0.2443, simple_loss=0.3258, pruned_loss=0.08134, over 12446.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03123, over 80.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3121, pruned_loss=0.07753, over 2472728.10 frames. utt_duration=531.3 frames, utt_pad_proportion=0.07712, over 18666.91 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3191, pruned_loss=0.08727, over 2469285.08 frames. utt_duration=1184 frames, utt_pad_proportion=0.07465, over 8351.05 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.31, pruned_loss=0.07558, over 2473097.15 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0772, over 20024.82 utterances.], batch size: 80, lr: 5.77e-04
2022-08-23 03:33:23,640 INFO [train.py:927] (3/8) Epoch 5, batch 20800, giga_loss[loss=0.2189, simple_loss=0.3046, pruned_loss=0.06664, over 12367.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02934, over 85.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3134, pruned_loss=0.07719, over 2473081.35 frames. utt_duration=544.3 frames, utt_pad_proportion=0.07228, over 18222.78 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3192, pruned_loss=0.08752, over 2469445.13 frames. utt_duration=1178 frames, utt_pad_proportion=0.07681, over 8394.55 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3116, pruned_loss=0.07524, over 2473285.74 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0719, over 19443.29 utterances.], batch size: 85, lr: 5.76e-04
2022-08-23 03:35:03,682 INFO [train.py:927] (3/8) Epoch 5, batch 20850, giga_loss[loss=0.3304, simple_loss=0.3669, pruned_loss=0.1469, over 12395.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.104, over 258.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3126, pruned_loss=0.07567, over 2473348.43 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06946, over 17687.94 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.319, pruned_loss=0.0874, over 2469334.54 frames. utt_duration=1179 frames, utt_pad_proportion=0.07563, over 8386.18 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3111, pruned_loss=0.07391, over 2473746.12 frames. utt_duration=524.2 frames, utt_pad_proportion=0.0697, over 18929.25 utterances.], batch size: 258, lr: 5.76e-04
2022-08-23 03:36:46,583 INFO [train.py:927] (3/8) Epoch 5, batch 20900, giga_loss[loss=0.2653, simple_loss=0.3344, pruned_loss=0.09805, over 12362.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04135, over 113.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.314, pruned_loss=0.07747, over 2472684.06 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06506, over 16681.55 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3185, pruned_loss=0.08724, over 2469134.87 frames. utt_duration=1185 frames, utt_pad_proportion=0.07413, over 8346.69 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.313, pruned_loss=0.07574, over 2473332.16 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06607, over 18082.74 utterances.], batch size: 113, lr: 5.76e-04
2022-08-23 03:38:31,601 INFO [train.py:927] (3/8) Epoch 5, batch 20950, giga_loss[loss=0.2204, simple_loss=0.2891, pruned_loss=0.07584, over 12410.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04146, over 37.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.0799, over 2472822.08 frames. utt_duration=577.3 frames, utt_pad_proportion=0.07108, over 17178.11 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3179, pruned_loss=0.08698, over 2468717.52 frames. utt_duration=1188 frames, utt_pad_proportion=0.07273, over 8322.34 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3149, pruned_loss=0.07843, over 2473853.31 frames. utt_duration=531.9 frames, utt_pad_proportion=0.07205, over 18655.60 utterances.], batch size: 37, lr: 5.76e-04
2022-08-23 03:40:15,349 INFO [train.py:927] (3/8) Epoch 5, batch 21000, giga_loss[loss=0.2459, simple_loss=0.3309, pruned_loss=0.08046, over 12463.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.0303, over 75.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07929, over 2473441.47 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06737, over 17253.73 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3181, pruned_loss=0.087, over 2468700.32 frames. utt_duration=1178 frames, utt_pad_proportion=0.07593, over 8390.74 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3137, pruned_loss=0.07805, over 2474307.74 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06708, over 18436.95 utterances.], batch size: 75, lr: 5.76e-04
2022-08-23 03:40:15,351 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 03:40:29,086 INFO [train.py:967] (3/8) 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] (3/8) Epoch 5, batch 21050, giga_loss[loss=0.2704, simple_loss=0.3321, pruned_loss=0.1043, over 12384.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07888, over 2473716.76 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06544, over 17783.10 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3184, pruned_loss=0.08704, over 2468752.82 frames. utt_duration=1179 frames, utt_pad_proportion=0.07563, over 8386.79 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3132, pruned_loss=0.07783, over 2474368.00 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06543, over 18756.95 utterances.], batch size: 259, lr: 5.76e-04
2022-08-23 03:43:58,698 INFO [train.py:927] (3/8) Epoch 5, batch 21100, giga_loss[loss=0.2198, simple_loss=0.2914, pruned_loss=0.07406, over 12265.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02786, over 45.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3106, pruned_loss=0.07734, over 2474525.59 frames. utt_duration=547.4 frames, utt_pad_proportion=0.064, over 18132.81 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3184, pruned_loss=0.08697, over 2468501.37 frames. utt_duration=1184 frames, utt_pad_proportion=0.07487, over 8353.18 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.31, pruned_loss=0.07646, over 2475323.63 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06429, over 19056.85 utterances.], batch size: 45, lr: 5.76e-04
2022-08-23 03:45:45,115 INFO [train.py:927] (3/8) Epoch 5, batch 21150, giga_loss[loss=0.2087, simple_loss=0.2844, pruned_loss=0.06652, over 12429.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04148, over 146.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3076, pruned_loss=0.07697, over 2474725.78 frames. utt_duration=528.1 frames, utt_pad_proportion=0.07278, over 18798.60 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3192, pruned_loss=0.08777, over 2469331.60 frames. utt_duration=1165 frames, utt_pad_proportion=0.08137, over 8492.51 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.306, pruned_loss=0.07512, over 2474894.69 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07006, over 19866.59 utterances.], batch size: 146, lr: 5.76e-04
2022-08-23 03:47:26,806 INFO [train.py:927] (3/8) Epoch 5, batch 21200, giga_loss[loss=0.2163, simple_loss=0.3043, pruned_loss=0.06415, over 12262.00 frames. utt_duration=963.5 frames, utt_pad_proportion=0.03941, over 51.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3069, pruned_loss=0.07694, over 2474522.41 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07834, over 19470.75 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3192, pruned_loss=0.08791, over 2469187.76 frames. utt_duration=1171 frames, utt_pad_proportion=0.07926, over 8445.04 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3052, pruned_loss=0.07499, over 2474956.49 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07676, over 20730.31 utterances.], batch size: 51, lr: 5.75e-04
2022-08-23 03:49:08,194 INFO [train.py:927] (3/8) Epoch 5, batch 21250, giga_loss[loss=0.2599, simple_loss=0.3335, pruned_loss=0.09316, over 12423.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06187, over 183.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3048, pruned_loss=0.07585, over 2474162.73 frames. utt_duration=516.2 frames, utt_pad_proportion=0.07314, over 19229.26 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3189, pruned_loss=0.08762, over 2469116.57 frames. utt_duration=1175 frames, utt_pad_proportion=0.07812, over 8419.29 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3035, pruned_loss=0.07435, over 2474666.87 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07255, over 20447.58 utterances.], batch size: 183, lr: 5.75e-04
2022-08-23 03:50:49,721 INFO [train.py:927] (3/8) Epoch 5, batch 21300, giga_loss[loss=0.2092, simple_loss=0.291, pruned_loss=0.06371, over 12263.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02981, over 45.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3008, pruned_loss=0.07403, over 2473084.32 frames. utt_duration=512.5 frames, utt_pad_proportion=0.07552, over 19359.60 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3184, pruned_loss=0.08726, over 2468731.63 frames. utt_duration=1181 frames, utt_pad_proportion=0.0771, over 8373.25 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.2999, pruned_loss=0.07294, over 2473912.56 frames. utt_duration=482.7 frames, utt_pad_proportion=0.0753, over 20562.90 utterances.], batch size: 45, lr: 5.75e-04
2022-08-23 03:52:31,859 INFO [train.py:927] (3/8) Epoch 5, batch 21350, giga_loss[loss=0.1619, simple_loss=0.2409, pruned_loss=0.04143, over 12273.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02629, over 42.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2963, pruned_loss=0.07192, over 2472704.26 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06913, over 18058.26 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3185, pruned_loss=0.08731, over 2468639.24 frames. utt_duration=1183 frames, utt_pad_proportion=0.07653, over 8356.56 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2954, pruned_loss=0.07089, over 2473481.15 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06948, over 19112.25 utterances.], batch size: 42, lr: 5.75e-04
2022-08-23 03:54:15,722 INFO [train.py:927] (3/8) Epoch 5, batch 21400, giga_loss[loss=0.2103, simple_loss=0.2793, pruned_loss=0.07061, over 12389.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2944, pruned_loss=0.07113, over 2472372.93 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06944, over 17855.66 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3192, pruned_loss=0.08768, over 2468389.01 frames. utt_duration=1183 frames, utt_pad_proportion=0.07588, over 8358.23 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2926, pruned_loss=0.06975, over 2473262.24 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06991, over 18817.94 utterances.], batch size: 51, lr: 5.75e-04
2022-08-23 03:55:57,172 INFO [train.py:927] (3/8) Epoch 5, batch 21450, giga_loss[loss=0.1914, simple_loss=0.2721, pruned_loss=0.05534, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03243, over 97.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2913, pruned_loss=0.06946, over 2472356.68 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06583, over 17138.19 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3193, pruned_loss=0.0876, over 2468313.08 frames. utt_duration=1187 frames, utt_pad_proportion=0.0748, over 8327.38 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2894, pruned_loss=0.06814, over 2473165.58 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06678, over 18088.51 utterances.], batch size: 97, lr: 5.75e-04
2022-08-23 03:57:39,815 INFO [train.py:927] (3/8) Epoch 5, batch 21500, giga_loss[loss=0.2129, simple_loss=0.2825, pruned_loss=0.07165, over 12334.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03382, over 58.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2919, pruned_loss=0.07006, over 2472496.97 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06638, over 17258.95 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3196, pruned_loss=0.0877, over 2468512.02 frames. utt_duration=1190 frames, utt_pad_proportion=0.07394, over 8307.57 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2898, pruned_loss=0.0687, over 2473020.74 frames. utt_duration=547 frames, utt_pad_proportion=0.06737, over 18134.72 utterances.], batch size: 58, lr: 5.75e-04
2022-08-23 03:59:25,636 INFO [train.py:927] (3/8) Epoch 5, batch 21550, giga_loss[loss=0.265, simple_loss=0.3408, pruned_loss=0.09464, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03306, over 122.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2967, pruned_loss=0.07244, over 2473045.44 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06278, over 17192.39 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3199, pruned_loss=0.08777, over 2468528.65 frames. utt_duration=1194 frames, utt_pad_proportion=0.07316, over 8279.11 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2943, pruned_loss=0.07107, over 2473514.79 frames. utt_duration=550.2 frames, utt_pad_proportion=0.064, over 18031.31 utterances.], batch size: 122, lr: 5.75e-04
2022-08-23 04:01:05,081 INFO [train.py:927] (3/8) Epoch 5, batch 21600, giga_loss[loss=0.2247, simple_loss=0.3033, pruned_loss=0.07305, over 12359.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.02664, over 58.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3033, pruned_loss=0.07555, over 2474371.26 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06254, over 18193.96 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3206, pruned_loss=0.0877, over 2468722.56 frames. utt_duration=1196 frames, utt_pad_proportion=0.07246, over 8264.03 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3006, pruned_loss=0.07434, over 2474641.38 frames. utt_duration=522.8 frames, utt_pad_proportion=0.0637, over 18988.15 utterances.], batch size: 58, lr: 5.75e-04
2022-08-23 04:02:47,297 INFO [train.py:927] (3/8) Epoch 5, batch 21650, giga_loss[loss=0.2466, simple_loss=0.3276, pruned_loss=0.08276, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03515, over 86.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3087, pruned_loss=0.07784, over 2473991.81 frames. utt_duration=533 frames, utt_pad_proportion=0.06759, over 18618.80 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3201, pruned_loss=0.08752, over 2468756.73 frames. utt_duration=1200 frames, utt_pad_proportion=0.072, over 8241.46 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3069, pruned_loss=0.07695, over 2474218.85 frames. utt_duration=512.6 frames, utt_pad_proportion=0.0685, over 19362.10 utterances.], batch size: 86, lr: 5.74e-04
2022-08-23 04:04:28,464 INFO [train.py:927] (3/8) Epoch 5, batch 21700, giga_loss[loss=0.1906, simple_loss=0.2769, pruned_loss=0.05212, over 12238.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03479, over 28.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3129, pruned_loss=0.08055, over 2474403.22 frames. utt_duration=496.8 frames, utt_pad_proportion=0.08016, over 19981.48 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3204, pruned_loss=0.08792, over 2469177.72 frames. utt_duration=1190 frames, utt_pad_proportion=0.07515, over 8312.59 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3109, pruned_loss=0.07921, over 2474357.90 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07935, over 20876.05 utterances.], batch size: 28, lr: 5.74e-04
2022-08-23 04:06:11,821 INFO [train.py:927] (3/8) Epoch 5, batch 21750, giga_loss[loss=0.2296, simple_loss=0.3113, pruned_loss=0.07394, over 12343.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3097, pruned_loss=0.07701, over 2474089.18 frames. utt_duration=517.5 frames, utt_pad_proportion=0.07423, over 19179.13 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3205, pruned_loss=0.088, over 2469187.84 frames. utt_duration=1190 frames, utt_pad_proportion=0.07485, over 8312.02 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3079, pruned_loss=0.07585, over 2474065.67 frames. utt_duration=498 frames, utt_pad_proportion=0.0739, over 19932.21 utterances.], batch size: 66, lr: 5.74e-04
2022-08-23 04:07:57,134 INFO [train.py:927] (3/8) Epoch 5, batch 21800, giga_loss[loss=0.232, simple_loss=0.3131, pruned_loss=0.07543, over 12299.00 frames. utt_duration=1588 frames, utt_pad_proportion=0.04596, over 31.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3112, pruned_loss=0.07742, over 2473829.02 frames. utt_duration=529.2 frames, utt_pad_proportion=0.07277, over 18751.43 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3209, pruned_loss=0.08805, over 2469368.45 frames. utt_duration=1192 frames, utt_pad_proportion=0.0736, over 8294.59 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3092, pruned_loss=0.0761, over 2473786.20 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07305, over 19711.02 utterances.], batch size: 31, lr: 5.74e-04
2022-08-23 04:09:39,019 INFO [train.py:927] (3/8) Epoch 5, batch 21850, giga_loss[loss=0.2217, simple_loss=0.293, pruned_loss=0.07518, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03808, over 37.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3137, pruned_loss=0.07933, over 2473373.89 frames. utt_duration=543.8 frames, utt_pad_proportion=0.07231, over 18243.17 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3209, pruned_loss=0.08803, over 2469219.03 frames. utt_duration=1187 frames, utt_pad_proportion=0.07493, over 8329.52 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3118, pruned_loss=0.07798, over 2473610.26 frames. utt_duration=514.1 frames, utt_pad_proportion=0.07207, over 19302.41 utterances.], batch size: 37, lr: 5.74e-04
2022-08-23 04:11:24,833 INFO [train.py:927] (3/8) Epoch 5, batch 21900, giga_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08787, over 12398.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04006, over 133.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3144, pruned_loss=0.07984, over 2473433.25 frames. utt_duration=554.1 frames, utt_pad_proportion=0.07028, over 17903.56 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.321, pruned_loss=0.08813, over 2469344.13 frames. utt_duration=1178 frames, utt_pad_proportion=0.07772, over 8392.90 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3127, pruned_loss=0.07854, over 2473581.94 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06915, over 18856.21 utterances.], batch size: 133, lr: 5.74e-04
2022-08-23 04:13:12,967 INFO [train.py:927] (3/8) Epoch 5, batch 21950, giga_loss[loss=0.2241, simple_loss=0.3074, pruned_loss=0.07035, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02837, over 48.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3166, pruned_loss=0.08144, over 2473668.01 frames. utt_duration=566 frames, utt_pad_proportion=0.0667, over 17526.96 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3214, pruned_loss=0.08859, over 2469248.45 frames. utt_duration=1173 frames, utt_pad_proportion=0.07948, over 8434.10 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3147, pruned_loss=0.07974, over 2474003.53 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06512, over 18558.02 utterances.], batch size: 48, lr: 5.74e-04
2022-08-23 04:14:55,014 INFO [train.py:927] (3/8) Epoch 5, batch 22000, giga_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.08065, over 12357.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02907, over 66.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3172, pruned_loss=0.0812, over 2472357.12 frames. utt_duration=562 frames, utt_pad_proportion=0.07142, over 17644.76 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3213, pruned_loss=0.08862, over 2469060.56 frames. utt_duration=1172 frames, utt_pad_proportion=0.07938, over 8434.39 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3157, pruned_loss=0.07973, over 2472858.70 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06993, over 18590.38 utterances.], batch size: 66, lr: 5.74e-04
2022-08-23 04:16:40,085 INFO [train.py:927] (3/8) Epoch 5, batch 22050, giga_loss[loss=0.2598, simple_loss=0.3308, pruned_loss=0.09438, over 12342.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03019, over 91.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3176, pruned_loss=0.08164, over 2472454.98 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0705, over 18106.67 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3215, pruned_loss=0.08869, over 2469152.88 frames. utt_duration=1168 frames, utt_pad_proportion=0.07978, over 8466.94 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3163, pruned_loss=0.08037, over 2472800.58 frames. utt_duration=524.9 frames, utt_pad_proportion=0.0692, over 18899.77 utterances.], batch size: 91, lr: 5.74e-04
2022-08-23 04:18:20,715 INFO [train.py:927] (3/8) Epoch 5, batch 22100, giga_loss[loss=0.2372, simple_loss=0.3072, pruned_loss=0.08363, over 12299.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3161, pruned_loss=0.08119, over 2473012.36 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06689, over 17304.38 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3209, pruned_loss=0.08867, over 2469108.96 frames. utt_duration=1167 frames, utt_pad_proportion=0.08156, over 8470.93 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07992, over 2473453.26 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06506, over 18274.46 utterances.], batch size: 45, lr: 5.73e-04
2022-08-23 04:20:03,219 INFO [train.py:927] (3/8) Epoch 5, batch 22150, giga_loss[loss=0.2415, simple_loss=0.3124, pruned_loss=0.0853, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.04036, over 33.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3163, pruned_loss=0.08135, over 2472063.56 frames. utt_duration=592.8 frames, utt_pad_proportion=0.06574, over 16723.41 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3209, pruned_loss=0.08875, over 2468843.39 frames. utt_duration=1170 frames, utt_pad_proportion=0.08096, over 8453.26 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3157, pruned_loss=0.0802, over 2472681.40 frames. utt_duration=564.2 frames, utt_pad_proportion=0.0645, over 17577.83 utterances.], batch size: 33, lr: 5.73e-04
2022-08-23 04:21:43,088 INFO [train.py:927] (3/8) Epoch 5, batch 22200, giga_loss[loss=0.2235, simple_loss=0.3126, pruned_loss=0.06717, over 12385.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03274, over 104.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07995, over 2471152.88 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06699, over 16318.40 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3199, pruned_loss=0.08803, over 2468383.83 frames. utt_duration=1177 frames, utt_pad_proportion=0.07869, over 8400.23 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3156, pruned_loss=0.07938, over 2472166.74 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06669, over 17341.08 utterances.], batch size: 104, lr: 5.73e-04
2022-08-23 04:23:26,018 INFO [train.py:927] (3/8) Epoch 5, batch 22250, giga_loss[loss=0.2247, simple_loss=0.3069, pruned_loss=0.07128, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03628, over 43.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3149, pruned_loss=0.08003, over 2472044.26 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06847, over 16460.73 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3194, pruned_loss=0.08781, over 2468538.17 frames. utt_duration=1187 frames, utt_pad_proportion=0.07684, over 8329.27 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3153, pruned_loss=0.07951, over 2472826.86 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06879, over 17596.41 utterances.], batch size: 43, lr: 5.73e-04
2022-08-23 04:25:05,345 INFO [train.py:927] (3/8) Epoch 5, batch 22300, giga_loss[loss=0.2047, simple_loss=0.284, pruned_loss=0.06263, over 12360.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02932, over 70.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3127, pruned_loss=0.07849, over 2472180.35 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06618, over 16401.78 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.32, pruned_loss=0.08792, over 2468867.61 frames. utt_duration=1190 frames, utt_pad_proportion=0.07598, over 8312.44 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3124, pruned_loss=0.07786, over 2472539.67 frames. utt_duration=569.1 frames, utt_pad_proportion=0.0669, over 17426.00 utterances.], batch size: 70, lr: 5.73e-04
2022-08-23 04:26:46,210 INFO [train.py:927] (3/8) Epoch 5, batch 22350, libri_loss[loss=0.2042, simple_loss=0.2757, pruned_loss=0.06636, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006227, over 34.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3124, pruned_loss=0.07885, over 2472365.32 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06601, over 16838.03 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3204, pruned_loss=0.08826, over 2469091.80 frames. utt_duration=1191 frames, utt_pad_proportion=0.07484, over 8301.63 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3117, pruned_loss=0.07781, over 2472510.95 frames. utt_duration=554.9 frames, utt_pad_proportion=0.067, over 17870.46 utterances.], batch size: 34, lr: 5.73e-04
2022-08-23 04:28:27,189 INFO [train.py:927] (3/8) Epoch 5, batch 22400, giga_loss[loss=0.1883, simple_loss=0.2751, pruned_loss=0.05076, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3097, pruned_loss=0.07779, over 2472016.54 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06559, over 16877.56 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3202, pruned_loss=0.08819, over 2468631.28 frames. utt_duration=1188 frames, utt_pad_proportion=0.07632, over 8323.45 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.309, pruned_loss=0.07671, over 2472690.00 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06568, over 17963.47 utterances.], batch size: 70, lr: 5.73e-04
2022-08-23 04:30:08,679 INFO [train.py:927] (3/8) Epoch 5, batch 22450, giga_loss[loss=0.2133, simple_loss=0.2913, pruned_loss=0.06771, over 12467.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03448, over 86.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3059, pruned_loss=0.07615, over 2472554.33 frames. utt_duration=594 frames, utt_pad_proportion=0.06466, over 16692.26 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3197, pruned_loss=0.08809, over 2468535.40 frames. utt_duration=1185 frames, utt_pad_proportion=0.07821, over 8345.52 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3055, pruned_loss=0.07505, over 2473260.67 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06373, over 17768.29 utterances.], batch size: 86, lr: 5.73e-04
2022-08-23 04:31:49,364 INFO [train.py:927] (3/8) Epoch 5, batch 22500, giga_loss[loss=0.1898, simple_loss=0.259, pruned_loss=0.06032, over 12233.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03209, over 42.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3037, pruned_loss=0.07523, over 2471979.21 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06246, over 16585.61 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3191, pruned_loss=0.08784, over 2468079.32 frames. utt_duration=1191 frames, utt_pad_proportion=0.0762, over 8298.79 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3033, pruned_loss=0.07407, over 2473122.37 frames. utt_duration=555.9 frames, utt_pad_proportion=0.0625, over 17844.03 utterances.], batch size: 42, lr: 5.73e-04
2022-08-23 04:33:29,441 INFO [train.py:927] (3/8) Epoch 5, batch 22550, giga_loss[loss=0.2742, simple_loss=0.3409, pruned_loss=0.1038, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3051, pruned_loss=0.07532, over 2471621.27 frames. utt_duration=602 frames, utt_pad_proportion=0.05789, over 16464.00 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3194, pruned_loss=0.08807, over 2467984.16 frames. utt_duration=1189 frames, utt_pad_proportion=0.07635, over 8313.68 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3044, pruned_loss=0.0741, over 2472648.71 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05806, over 17513.41 utterances.], batch size: 212, lr: 5.72e-04
2022-08-23 04:35:10,189 INFO [train.py:927] (3/8) Epoch 5, batch 22600, giga_loss[loss=0.2321, simple_loss=0.3196, pruned_loss=0.07235, over 12402.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.0286, over 97.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3057, pruned_loss=0.07425, over 2471618.38 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05876, over 16589.15 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3199, pruned_loss=0.08827, over 2467528.99 frames. utt_duration=1182 frames, utt_pad_proportion=0.07986, over 8363.39 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3044, pruned_loss=0.07288, over 2472916.91 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05728, over 17526.71 utterances.], batch size: 97, lr: 5.72e-04
2022-08-23 04:36:48,809 INFO [train.py:927] (3/8) Epoch 5, batch 22650, giga_loss[loss=0.23, simple_loss=0.3083, pruned_loss=0.07581, over 12359.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02879, over 91.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3052, pruned_loss=0.07368, over 2472568.72 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05712, over 17230.69 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3199, pruned_loss=0.0883, over 2467321.80 frames. utt_duration=1183 frames, utt_pad_proportion=0.0795, over 8355.48 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.304, pruned_loss=0.07228, over 2473874.66 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05603, over 18150.85 utterances.], batch size: 91, lr: 5.72e-04
2022-08-23 04:38:29,280 INFO [train.py:927] (3/8) Epoch 5, batch 22700, libri_loss[loss=0.2249, simple_loss=0.2981, pruned_loss=0.07588, over 12475.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008283, over 29.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3066, pruned_loss=0.07412, over 2472757.32 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05649, over 18024.30 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3202, pruned_loss=0.08832, over 2467336.17 frames. utt_duration=1176 frames, utt_pad_proportion=0.08202, over 8402.04 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.305, pruned_loss=0.07266, over 2473910.15 frames. utt_duration=523.9 frames, utt_pad_proportion=0.05428, over 18942.56 utterances.], batch size: 29, lr: 5.72e-04
2022-08-23 04:40:12,746 INFO [train.py:927] (3/8) Epoch 5, batch 22750, giga_loss[loss=0.2497, simple_loss=0.3268, pruned_loss=0.08629, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.308, pruned_loss=0.07489, over 2473612.60 frames. utt_duration=555 frames, utt_pad_proportion=0.05361, over 17876.84 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.32, pruned_loss=0.08822, over 2467494.36 frames. utt_duration=1180 frames, utt_pad_proportion=0.08078, over 8373.24 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3066, pruned_loss=0.07357, over 2474497.54 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05229, over 18808.40 utterances.], batch size: 122, lr: 5.72e-04
2022-08-23 04:41:52,911 INFO [train.py:927] (3/8) Epoch 5, batch 22800, giga_loss[loss=0.2269, simple_loss=0.314, pruned_loss=0.06991, over 12262.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3095, pruned_loss=0.07598, over 2473481.97 frames. utt_duration=569 frames, utt_pad_proportion=0.05367, over 17434.27 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3201, pruned_loss=0.08843, over 2467873.55 frames. utt_duration=1182 frames, utt_pad_proportion=0.07889, over 8358.81 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3077, pruned_loss=0.07408, over 2474141.72 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05282, over 18630.88 utterances.], batch size: 54, lr: 5.72e-04
2022-08-23 04:43:33,422 INFO [train.py:927] (3/8) Epoch 5, batch 22850, giga_loss[loss=0.2357, simple_loss=0.3117, pruned_loss=0.07985, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02703, over 48.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07606, over 2473667.54 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05672, over 17625.48 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3204, pruned_loss=0.08865, over 2467872.45 frames. utt_duration=1183 frames, utt_pad_proportion=0.07826, over 8354.35 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3083, pruned_loss=0.07419, over 2474285.66 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05603, over 18702.32 utterances.], batch size: 48, lr: 5.72e-04
2022-08-23 04:45:16,533 INFO [train.py:927] (3/8) Epoch 5, batch 22900, giga_loss[loss=0.2185, simple_loss=0.2829, pruned_loss=0.077, over 12296.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02795, over 45.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3097, pruned_loss=0.0758, over 2473691.05 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05378, over 17100.32 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3206, pruned_loss=0.08877, over 2468076.20 frames. utt_duration=1185 frames, utt_pad_proportion=0.07695, over 8339.66 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3079, pruned_loss=0.07392, over 2474159.81 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05369, over 18171.76 utterances.], batch size: 45, lr: 5.72e-04
2022-08-23 04:46:58,198 INFO [train.py:927] (3/8) Epoch 5, batch 22950, giga_loss[loss=0.2432, simple_loss=0.3181, pruned_loss=0.08416, over 12333.00 frames. utt_duration=749 frames, utt_pad_proportion=0.0285, over 66.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3072, pruned_loss=0.07477, over 2472915.43 frames. utt_duration=590 frames, utt_pad_proportion=0.05206, over 16808.06 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3207, pruned_loss=0.0887, over 2468011.59 frames. utt_duration=1190 frames, utt_pad_proportion=0.07542, over 8303.99 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3053, pruned_loss=0.07294, over 2473507.39 frames. utt_duration=553 frames, utt_pad_proportion=0.05249, over 17941.25 utterances.], batch size: 66, lr: 5.72e-04
2022-08-23 04:48:39,184 INFO [train.py:927] (3/8) Epoch 5, batch 23000, giga_loss[loss=0.2401, simple_loss=0.3172, pruned_loss=0.08148, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03, over 42.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3055, pruned_loss=0.07292, over 2473277.81 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05512, over 16972.67 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3201, pruned_loss=0.08834, over 2468047.91 frames. utt_duration=1195 frames, utt_pad_proportion=0.07388, over 8268.09 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3041, pruned_loss=0.0714, over 2473900.63 frames. utt_duration=547 frames, utt_pad_proportion=0.05568, over 18141.19 utterances.], batch size: 42, lr: 5.71e-04
2022-08-23 04:50:20,099 INFO [train.py:927] (3/8) Epoch 5, batch 23050, giga_loss[loss=0.1927, simple_loss=0.2771, pruned_loss=0.05418, over 12426.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04904, over 34.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3068, pruned_loss=0.07338, over 2473405.45 frames. utt_duration=572.4 frames, utt_pad_proportion=0.0594, over 17331.38 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3203, pruned_loss=0.08855, over 2468601.16 frames. utt_duration=1183 frames, utt_pad_proportion=0.0768, over 8357.69 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3051, pruned_loss=0.0715, over 2473590.67 frames. utt_duration=537.1 frames, utt_pad_proportion=0.0582, over 18473.89 utterances.], batch size: 34, lr: 5.71e-04
2022-08-23 04:52:00,157 INFO [train.py:927] (3/8) Epoch 5, batch 23100, giga_loss[loss=0.2315, simple_loss=0.3033, pruned_loss=0.0798, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02907, over 48.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3058, pruned_loss=0.07376, over 2472981.89 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05613, over 17059.22 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3199, pruned_loss=0.08843, over 2468510.88 frames. utt_duration=1186 frames, utt_pad_proportion=0.0763, over 8334.18 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3046, pruned_loss=0.07225, over 2473250.36 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05549, over 18054.90 utterances.], batch size: 48, lr: 5.71e-04
2022-08-23 04:53:44,635 INFO [train.py:927] (3/8) Epoch 5, batch 23150, giga_loss[loss=0.21, simple_loss=0.2994, pruned_loss=0.06027, over 12316.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03528, over 58.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3042, pruned_loss=0.07353, over 2473444.12 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05349, over 17193.92 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3204, pruned_loss=0.08854, over 2468501.32 frames. utt_duration=1183 frames, utt_pad_proportion=0.07666, over 8356.50 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3028, pruned_loss=0.07219, over 2473683.20 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05289, over 17992.23 utterances.], batch size: 58, lr: 5.71e-04
2022-08-23 04:55:24,525 INFO [train.py:927] (3/8) Epoch 5, batch 23200, giga_loss[loss=0.1731, simple_loss=0.2614, pruned_loss=0.04244, over 12427.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3028, pruned_loss=0.0735, over 2473469.49 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05536, over 17397.70 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3211, pruned_loss=0.08872, over 2468545.95 frames. utt_duration=1185 frames, utt_pad_proportion=0.07577, over 8343.23 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3008, pruned_loss=0.07205, over 2473687.65 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05508, over 18170.53 utterances.], batch size: 75, lr: 5.71e-04
2022-08-23 04:57:03,523 INFO [train.py:927] (3/8) Epoch 5, batch 23250, libri_loss[loss=0.2476, simple_loss=0.3241, pruned_loss=0.08552, over 12403.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.012, over 41.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.2983, pruned_loss=0.07142, over 2473510.15 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05272, over 17258.40 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.321, pruned_loss=0.08864, over 2468592.25 frames. utt_duration=1188 frames, utt_pad_proportion=0.07491, over 8325.21 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2965, pruned_loss=0.07013, over 2473726.59 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05285, over 18013.79 utterances.], batch size: 41, lr: 5.71e-04
2022-08-23 04:58:42,412 INFO [train.py:927] (3/8) Epoch 5, batch 23300, libri_loss[loss=0.2578, simple_loss=0.3282, pruned_loss=0.09372, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01241, over 40.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3005, pruned_loss=0.07265, over 2472682.98 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05602, over 17350.64 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.321, pruned_loss=0.08852, over 2468580.42 frames. utt_duration=1190 frames, utt_pad_proportion=0.07409, over 8305.49 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2988, pruned_loss=0.07149, over 2472914.53 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05627, over 18093.25 utterances.], batch size: 40, lr: 5.71e-04
2022-08-23 05:00:25,485 INFO [train.py:927] (3/8) Epoch 5, batch 23350, giga_loss[loss=0.2226, simple_loss=0.3037, pruned_loss=0.07078, over 12438.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03709, over 133.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3027, pruned_loss=0.07306, over 2473110.98 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05815, over 17819.41 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3211, pruned_loss=0.08855, over 2468591.52 frames. utt_duration=1190 frames, utt_pad_proportion=0.0738, over 8304.96 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3012, pruned_loss=0.07206, over 2473301.21 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05833, over 18438.09 utterances.], batch size: 133, lr: 5.71e-04
2022-08-23 05:02:06,921 INFO [train.py:927] (3/8) Epoch 5, batch 23400, giga_loss[loss=0.2266, simple_loss=0.3033, pruned_loss=0.075, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03063, over 42.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3056, pruned_loss=0.07468, over 2472979.34 frames. utt_duration=577 frames, utt_pad_proportion=0.05807, over 17188.35 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.321, pruned_loss=0.08843, over 2468818.12 frames. utt_duration=1190 frames, utt_pad_proportion=0.07277, over 8306.44 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3039, pruned_loss=0.07354, over 2473063.35 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05845, over 17974.47 utterances.], batch size: 42, lr: 5.71e-04
2022-08-23 05:03:54,208 INFO [train.py:927] (3/8) Epoch 5, batch 23450, giga_loss[loss=0.2559, simple_loss=0.3268, pruned_loss=0.09255, over 12473.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02949, over 55.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3164, pruned_loss=0.08372, over 2473063.45 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05838, over 17342.55 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3217, pruned_loss=0.08847, over 2468525.32 frames. utt_duration=1196 frames, utt_pad_proportion=0.0719, over 8264.57 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3143, pruned_loss=0.08266, over 2473485.19 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05896, over 18178.71 utterances.], batch size: 55, lr: 5.70e-04
2022-08-23 05:05:37,749 INFO [train.py:927] (3/8) Epoch 5, batch 23500, giga_loss[loss=0.3603, simple_loss=0.3967, pruned_loss=0.162, over 12408.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07259, over 212.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3238, pruned_loss=0.0896, over 2473238.95 frames. utt_duration=533 frames, utt_pad_proportion=0.0695, over 18611.78 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3218, pruned_loss=0.08852, over 2468535.89 frames. utt_duration=1197 frames, utt_pad_proportion=0.07151, over 8256.83 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.322, pruned_loss=0.08869, over 2473654.15 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06964, over 19507.69 utterances.], batch size: 212, lr: 5.70e-04
2022-08-23 05:07:23,688 INFO [train.py:927] (3/8) Epoch 5, batch 23550, libri_loss[loss=0.1672, simple_loss=0.2422, pruned_loss=0.04605, over 12285.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.01032, over 28.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3286, pruned_loss=0.09361, over 2473481.00 frames. utt_duration=525.8 frames, utt_pad_proportion=0.07094, over 18869.71 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3209, pruned_loss=0.08815, over 2468400.40 frames. utt_duration=1201 frames, utt_pad_proportion=0.07074, over 8233.26 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3281, pruned_loss=0.09333, over 2474082.24 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07126, over 19895.16 utterances.], batch size: 28, lr: 5.70e-04
2022-08-23 05:09:08,291 INFO [train.py:927] (3/8) Epoch 5, batch 23600, giga_loss[loss=0.2243, simple_loss=0.311, pruned_loss=0.0688, over 12404.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03528, over 75.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3339, pruned_loss=0.09804, over 2473657.52 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07782, over 20342.48 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3211, pruned_loss=0.08831, over 2468189.67 frames. utt_duration=1191 frames, utt_pad_proportion=0.07422, over 8299.13 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3336, pruned_loss=0.09782, over 2474412.62 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07664, over 21291.97 utterances.], batch size: 75, lr: 5.70e-04
2022-08-23 05:10:56,232 INFO [train.py:927] (3/8) Epoch 5, batch 23650, giga_loss[loss=0.3162, simple_loss=0.3768, pruned_loss=0.1277, over 12399.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3403, pruned_loss=0.1043, over 2474247.93 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08796, over 22144.54 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3212, pruned_loss=0.08835, over 2468363.75 frames. utt_duration=1182 frames, utt_pad_proportion=0.07754, over 8360.77 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3401, pruned_loss=0.1043, over 2474760.59 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08566, over 23017.85 utterances.], batch size: 113, lr: 5.70e-04
2022-08-23 05:12:48,365 INFO [train.py:927] (3/8) Epoch 5, batch 23700, giga_loss[loss=0.2872, simple_loss=0.3516, pruned_loss=0.1114, over 12404.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05078, over 161.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3441, pruned_loss=0.107, over 2474148.30 frames. utt_duration=447.2 frames, utt_pad_proportion=0.08399, over 22201.63 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3211, pruned_loss=0.08825, over 2468423.79 frames. utt_duration=1185 frames, utt_pad_proportion=0.077, over 8340.22 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3443, pruned_loss=0.1072, over 2474551.97 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08252, over 23024.93 utterances.], batch size: 161, lr: 5.70e-04
2022-08-23 05:14:34,677 INFO [train.py:927] (3/8) Epoch 5, batch 23750, giga_loss[loss=0.2602, simple_loss=0.339, pruned_loss=0.0907, over 12142.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04575, over 28.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.346, pruned_loss=0.1092, over 2474497.70 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08193, over 22658.88 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3211, pruned_loss=0.08829, over 2468430.05 frames. utt_duration=1186 frames, utt_pad_proportion=0.07642, over 8333.81 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3463, pruned_loss=0.1095, over 2474877.11 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08106, over 23437.08 utterances.], batch size: 28, lr: 5.70e-04
2022-08-23 05:16:18,433 INFO [train.py:927] (3/8) Epoch 5, batch 23800, giga_loss[loss=0.3748, simple_loss=0.4104, pruned_loss=0.1696, over 12417.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07606, over 213.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3476, pruned_loss=0.1096, over 2474557.24 frames. utt_duration=430.6 frames, utt_pad_proportion=0.08126, over 23065.31 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3208, pruned_loss=0.0881, over 2468239.46 frames. utt_duration=1190 frames, utt_pad_proportion=0.07556, over 8309.92 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3484, pruned_loss=0.1102, over 2475119.13 frames. utt_duration=415.8 frames, utt_pad_proportion=0.0809, over 23891.80 utterances.], batch size: 213, lr: 5.70e-04
2022-08-23 05:18:03,575 INFO [train.py:927] (3/8) Epoch 5, batch 23850, giga_loss[loss=0.2156, simple_loss=0.3062, pruned_loss=0.06245, over 12390.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02958, over 58.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3462, pruned_loss=0.1084, over 2473539.67 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07907, over 22535.85 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3204, pruned_loss=0.08798, over 2467476.70 frames. utt_duration=1199 frames, utt_pad_proportion=0.07342, over 8238.63 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3484, pruned_loss=0.1099, over 2474948.91 frames. utt_duration=417 frames, utt_pad_proportion=0.07964, over 23824.33 utterances.], batch size: 58, lr: 5.70e-04
2022-08-23 05:19:52,954 INFO [train.py:927] (3/8) Epoch 5, batch 23900, giga_loss[loss=0.2429, simple_loss=0.3265, pruned_loss=0.07966, over 12344.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3445, pruned_loss=0.106, over 2474180.02 frames. utt_duration=431 frames, utt_pad_proportion=0.0828, over 23041.39 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3199, pruned_loss=0.08783, over 2467508.79 frames. utt_duration=1204 frames, utt_pad_proportion=0.07244, over 8208.15 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3472, pruned_loss=0.1077, over 2475410.36 frames. utt_duration=407 frames, utt_pad_proportion=0.08339, over 24414.78 utterances.], batch size: 62, lr: 5.69e-04
2022-08-23 05:21:37,895 INFO [train.py:927] (3/8) Epoch 5, batch 23950, giga_loss[loss=0.256, simple_loss=0.3291, pruned_loss=0.09144, over 12358.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03504, over 104.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3402, pruned_loss=0.1024, over 2474078.39 frames. utt_duration=440.2 frames, utt_pad_proportion=0.08106, over 22556.18 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3185, pruned_loss=0.08715, over 2467620.01 frames. utt_duration=1213 frames, utt_pad_proportion=0.07037, over 8144.83 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3444, pruned_loss=0.105, over 2475224.22 frames. utt_duration=410 frames, utt_pad_proportion=0.08236, over 24236.96 utterances.], batch size: 104, lr: 5.69e-04
2022-08-23 05:23:20,034 INFO [train.py:927] (3/8) Epoch 5, batch 24000, giga_loss[loss=0.2614, simple_loss=0.3355, pruned_loss=0.09371, over 12322.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03505, over 51.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3381, pruned_loss=0.1007, over 2474455.35 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07883, over 21819.56 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3185, pruned_loss=0.08714, over 2467797.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.06884, over 8129.80 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.342, pruned_loss=0.1032, over 2475385.39 frames. utt_duration=421.9 frames, utt_pad_proportion=0.08065, over 23548.75 utterances.], batch size: 51, lr: 5.69e-04
2022-08-23 05:23:20,035 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 05:23:34,703 INFO [train.py:967] (3/8) 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 05:25:28,151 INFO [train.py:927] (3/8) Epoch 5, batch 24050, giga_loss[loss=0.2396, simple_loss=0.3193, pruned_loss=0.07993, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03007, over 48.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3373, pruned_loss=0.09898, over 2475327.81 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07691, over 21429.10 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3191, pruned_loss=0.08724, over 2468240.40 frames. utt_duration=1216 frames, utt_pad_proportion=0.06782, over 8126.18 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3402, pruned_loss=0.1011, over 2475798.04 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07889, over 23042.52 utterances.], batch size: 48, lr: 5.69e-04
2022-08-23 05:27:11,286 INFO [train.py:927] (3/8) Epoch 5, batch 24100, giga_loss[loss=0.2662, simple_loss=0.3451, pruned_loss=0.09359, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04116, over 113.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3376, pruned_loss=0.09684, over 2474657.26 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07791, over 20933.51 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3194, pruned_loss=0.08723, over 2467997.49 frames. utt_duration=1222 frames, utt_pad_proportion=0.0666, over 8088.34 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3401, pruned_loss=0.09874, over 2475401.83 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07989, over 22543.02 utterances.], batch size: 113, lr: 5.69e-04
2022-08-23 05:28:56,922 INFO [train.py:927] (3/8) Epoch 5, batch 24150, giga_loss[loss=0.2759, simple_loss=0.3432, pruned_loss=0.1043, over 12395.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02644, over 91.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3377, pruned_loss=0.09695, over 2474481.84 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07382, over 20865.02 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3196, pruned_loss=0.08737, over 2468090.30 frames. utt_duration=1223 frames, utt_pad_proportion=0.06606, over 8083.47 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3395, pruned_loss=0.09842, over 2475043.57 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07585, over 22243.91 utterances.], batch size: 91, lr: 5.69e-04
2022-08-23 05:30:43,094 INFO [train.py:927] (3/8) Epoch 5, batch 24200, giga_loss[loss=0.2489, simple_loss=0.3194, pruned_loss=0.08924, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.335, pruned_loss=0.09617, over 2474755.25 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07276, over 20943.99 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3191, pruned_loss=0.08719, over 2468067.20 frames. utt_duration=1226 frames, utt_pad_proportion=0.06566, over 8060.69 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.337, pruned_loss=0.09756, over 2475275.62 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07456, over 22157.13 utterances.], batch size: 62, lr: 5.69e-04
2022-08-23 05:32:32,266 INFO [train.py:927] (3/8) Epoch 5, batch 24250, giga_loss[loss=0.2752, simple_loss=0.3492, pruned_loss=0.1006, over 12372.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03331, over 122.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3349, pruned_loss=0.09661, over 2474855.68 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07829, over 21982.67 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3193, pruned_loss=0.08732, over 2468368.85 frames. utt_duration=1227 frames, utt_pad_proportion=0.06498, over 8053.77 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3366, pruned_loss=0.09772, over 2475091.17 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07968, over 23127.97 utterances.], batch size: 122, lr: 5.69e-04
2022-08-23 05:34:14,152 INFO [train.py:927] (3/8) Epoch 5, batch 24300, giga_loss[loss=0.2466, simple_loss=0.3283, pruned_loss=0.08246, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3338, pruned_loss=0.09469, over 2474364.47 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07445, over 20958.22 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3191, pruned_loss=0.08724, over 2468383.88 frames. utt_duration=1230 frames, utt_pad_proportion=0.06451, over 8039.28 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3354, pruned_loss=0.0957, over 2474595.17 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07595, over 21990.49 utterances.], batch size: 113, lr: 5.69e-04
2022-08-23 05:35:58,610 INFO [train.py:927] (3/8) Epoch 5, batch 24350, giga_loss[loss=0.3345, simple_loss=0.3862, pruned_loss=0.1414, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3322, pruned_loss=0.09426, over 2474427.86 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07692, over 20837.12 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3192, pruned_loss=0.0871, over 2468428.68 frames. utt_duration=1233 frames, utt_pad_proportion=0.06246, over 8015.97 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.334, pruned_loss=0.09549, over 2474795.83 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07883, over 22198.31 utterances.], batch size: 259, lr: 5.68e-04
2022-08-23 05:37:40,191 INFO [train.py:927] (3/8) Epoch 5, batch 24400, giga_loss[loss=0.2445, simple_loss=0.3105, pruned_loss=0.08925, over 12318.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.0315, over 51.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3312, pruned_loss=0.09409, over 2474266.42 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07521, over 20254.32 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3195, pruned_loss=0.08725, over 2468581.53 frames. utt_duration=1225 frames, utt_pad_proportion=0.06439, over 8068.77 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.333, pruned_loss=0.09535, over 2474740.84 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07659, over 22004.04 utterances.], batch size: 51, lr: 5.68e-04
2022-08-23 05:39:24,489 INFO [train.py:927] (3/8) Epoch 5, batch 24450, giga_loss[loss=0.3076, simple_loss=0.3503, pruned_loss=0.1324, over 12385.00 frames. utt_duration=195 frames, utt_pad_proportion=0.0974, over 256.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3296, pruned_loss=0.09374, over 2474276.64 frames. utt_duration=491 frames, utt_pad_proportion=0.07564, over 20215.63 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3194, pruned_loss=0.08722, over 2468160.18 frames. utt_duration=1226 frames, utt_pad_proportion=0.06353, over 8062.83 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3315, pruned_loss=0.09497, over 2475205.08 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07718, over 21958.06 utterances.], batch size: 256, lr: 5.68e-04
2022-08-23 05:41:09,379 INFO [train.py:927] (3/8) Epoch 5, batch 24500, giga_loss[loss=0.268, simple_loss=0.3382, pruned_loss=0.09891, over 12449.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04071, over 146.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3281, pruned_loss=0.09349, over 2473440.86 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07479, over 20596.75 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3191, pruned_loss=0.08698, over 2468085.12 frames. utt_duration=1229 frames, utt_pad_proportion=0.06287, over 8039.96 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.33, pruned_loss=0.09476, over 2474326.23 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07629, over 22154.48 utterances.], batch size: 146, lr: 5.68e-04
2022-08-23 05:42:53,147 INFO [train.py:927] (3/8) Epoch 5, batch 24550, libri_loss[loss=0.3405, simple_loss=0.5212, pruned_loss=0.07995, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009127, over 30.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3284, pruned_loss=0.09189, over 2474031.53 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06994, over 20104.36 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3204, pruned_loss=0.08704, over 2468076.27 frames. utt_duration=1222 frames, utt_pad_proportion=0.06613, over 8086.16 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3288, pruned_loss=0.09295, over 2474835.29 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0705, over 21520.84 utterances.], batch size: 30, lr: 5.68e-04
2022-08-23 05:44:35,775 INFO [train.py:927] (3/8) Epoch 5, batch 24600, giga_loss[loss=0.2674, simple_loss=0.3331, pruned_loss=0.1008, over 12406.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05795, over 182.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3306, pruned_loss=0.09215, over 2474827.28 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06925, over 20086.27 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3218, pruned_loss=0.08708, over 2468496.81 frames. utt_duration=1223 frames, utt_pad_proportion=0.06474, over 8082.33 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.33, pruned_loss=0.09311, over 2475293.14 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07025, over 21596.98 utterances.], batch size: 182, lr: 5.68e-04
2022-08-23 05:46:23,344 INFO [train.py:927] (3/8) Epoch 5, batch 24650, giga_loss[loss=0.2351, simple_loss=0.3173, pruned_loss=0.07648, over 12421.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03336, over 75.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3313, pruned_loss=0.0937, over 2475118.05 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06806, over 20111.62 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3215, pruned_loss=0.08697, over 2468645.19 frames. utt_duration=1227 frames, utt_pad_proportion=0.06377, over 8056.83 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3312, pruned_loss=0.09465, over 2475473.26 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06924, over 21534.94 utterances.], batch size: 75, lr: 5.68e-04
2022-08-23 05:48:07,777 INFO [train.py:927] (3/8) Epoch 5, batch 24700, giga_loss[loss=0.2431, simple_loss=0.3148, pruned_loss=0.08568, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03038, over 97.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3319, pruned_loss=0.09593, over 2475227.12 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07292, over 20749.86 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3214, pruned_loss=0.08696, over 2468545.75 frames. utt_duration=1229 frames, utt_pad_proportion=0.06304, over 8042.06 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.332, pruned_loss=0.09679, over 2475682.09 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07385, over 22059.85 utterances.], batch size: 97, lr: 5.68e-04
2022-08-23 05:49:51,805 INFO [train.py:927] (3/8) Epoch 5, batch 24750, giga_loss[loss=0.2367, simple_loss=0.3167, pruned_loss=0.07837, over 12381.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02612, over 66.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3306, pruned_loss=0.09568, over 2474623.87 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07285, over 20347.33 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3213, pruned_loss=0.08724, over 2468132.08 frames. utt_duration=1235 frames, utt_pad_proportion=0.06175, over 8006.29 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3311, pruned_loss=0.09639, over 2475560.35 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07413, over 21819.76 utterances.], batch size: 66, lr: 5.68e-04
2022-08-23 05:51:32,058 INFO [train.py:927] (3/8) Epoch 5, batch 24800, giga_loss[loss=0.2659, simple_loss=0.3237, pruned_loss=0.1041, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07068, over 212.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3302, pruned_loss=0.09484, over 2474883.46 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07902, over 21240.49 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3208, pruned_loss=0.08717, over 2468033.46 frames. utt_duration=1239 frames, utt_pad_proportion=0.0602, over 7974.47 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3313, pruned_loss=0.09575, over 2475968.22 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08027, over 22904.14 utterances.], batch size: 212, lr: 5.67e-04
2022-08-23 05:53:20,915 INFO [train.py:927] (3/8) Epoch 5, batch 24850, giga_loss[loss=0.2733, simple_loss=0.3361, pruned_loss=0.1053, over 12437.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04163, over 146.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3283, pruned_loss=0.09297, over 2474115.49 frames. utt_duration=479.1 frames, utt_pad_proportion=0.0786, over 20721.01 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3212, pruned_loss=0.08707, over 2468186.59 frames. utt_duration=1240 frames, utt_pad_proportion=0.05984, over 7972.89 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3289, pruned_loss=0.09387, over 2474936.11 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07985, over 22206.68 utterances.], batch size: 146, lr: 5.67e-04
2022-08-23 05:55:05,740 INFO [train.py:927] (3/8) Epoch 5, batch 24900, giga_loss[loss=0.2657, simple_loss=0.3404, pruned_loss=0.09546, over 12357.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0416, over 113.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3279, pruned_loss=0.09295, over 2474945.91 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07536, over 20320.78 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3215, pruned_loss=0.08711, over 2468115.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.0596, over 7970.02 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3281, pruned_loss=0.09363, over 2475691.64 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07665, over 21545.81 utterances.], batch size: 113, lr: 5.67e-04
2022-08-23 05:56:52,245 INFO [train.py:927] (3/8) Epoch 5, batch 24950, giga_loss[loss=0.2833, simple_loss=0.3685, pruned_loss=0.09909, over 12445.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04315, over 114.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3332, pruned_loss=0.09541, over 2474678.74 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07651, over 20407.98 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3218, pruned_loss=0.08735, over 2468175.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.05767, over 7954.11 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3335, pruned_loss=0.09607, over 2475536.75 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07846, over 21994.28 utterances.], batch size: 114, lr: 5.67e-04
2022-08-23 05:58:35,316 INFO [train.py:927] (3/8) Epoch 5, batch 25000, giga_loss[loss=0.2605, simple_loss=0.3405, pruned_loss=0.09021, over 12420.00 frames. utt_duration=857.9 frames, utt_pad_proportion=0.02727, over 58.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3345, pruned_loss=0.0948, over 2474693.24 frames. utt_duration=500 frames, utt_pad_proportion=0.07286, over 19856.25 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3217, pruned_loss=0.08736, over 2468387.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.05698, over 7944.85 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.335, pruned_loss=0.09542, over 2475258.93 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07497, over 21277.56 utterances.], batch size: 58, lr: 5.67e-04
2022-08-23 06:00:19,918 INFO [train.py:927] (3/8) Epoch 5, batch 25050, giga_loss[loss=0.2966, simple_loss=0.3531, pruned_loss=0.12, over 12356.00 frames. utt_duration=134 frames, utt_pad_proportion=0.212, over 373.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3351, pruned_loss=0.09563, over 2474097.20 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07726, over 20430.87 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3216, pruned_loss=0.08749, over 2468113.37 frames. utt_duration=1244 frames, utt_pad_proportion=0.05665, over 7942.69 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3358, pruned_loss=0.0961, over 2474856.99 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07883, over 21707.86 utterances.], batch size: 373, lr: 5.67e-04
2022-08-23 06:02:05,112 INFO [train.py:927] (3/8) Epoch 5, batch 25100, giga_loss[loss=0.236, simple_loss=0.315, pruned_loss=0.07854, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3334, pruned_loss=0.09517, over 2474204.54 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07429, over 20075.04 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.321, pruned_loss=0.0871, over 2468101.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.05586, over 7916.12 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3348, pruned_loss=0.09616, over 2474998.41 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07619, over 21517.29 utterances.], batch size: 97, lr: 5.67e-04
2022-08-23 06:03:54,028 INFO [train.py:927] (3/8) Epoch 5, batch 25150, giga_loss[loss=0.258, simple_loss=0.3331, pruned_loss=0.09146, over 12364.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.0343, over 104.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3318, pruned_loss=0.0948, over 2474024.16 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07417, over 19990.48 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3206, pruned_loss=0.08675, over 2467923.27 frames. utt_duration=1243 frames, utt_pad_proportion=0.0589, over 7951.90 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3338, pruned_loss=0.09617, over 2475024.89 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07494, over 21499.06 utterances.], batch size: 104, lr: 5.67e-04
2022-08-23 06:05:37,037 INFO [train.py:927] (3/8) Epoch 5, batch 25200, giga_loss[loss=0.2364, simple_loss=0.3063, pruned_loss=0.08331, over 12466.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03303, over 86.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3312, pruned_loss=0.09517, over 2474951.40 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07224, over 19982.33 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.32, pruned_loss=0.08641, over 2468061.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.05789, over 7936.31 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3335, pruned_loss=0.09677, over 2475772.78 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07342, over 21481.58 utterances.], batch size: 86, lr: 5.67e-04
2022-08-23 06:07:20,276 INFO [train.py:927] (3/8) Epoch 5, batch 25250, giga_loss[loss=0.2904, simple_loss=0.3494, pruned_loss=0.1157, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06325, over 183.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3294, pruned_loss=0.09446, over 2475194.31 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07037, over 19695.46 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3198, pruned_loss=0.08627, over 2468095.25 frames. utt_duration=1244 frames, utt_pad_proportion=0.05776, over 7945.29 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3316, pruned_loss=0.09604, over 2475948.66 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07161, over 21103.86 utterances.], batch size: 183, lr: 5.66e-04
2022-08-23 06:09:02,196 INFO [train.py:927] (3/8) Epoch 5, batch 25300, giga_loss[loss=0.2728, simple_loss=0.3405, pruned_loss=0.1025, over 12385.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02686, over 91.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3304, pruned_loss=0.0942, over 2475043.81 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06722, over 19415.67 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3201, pruned_loss=0.08658, over 2467966.97 frames. utt_duration=1234 frames, utt_pad_proportion=0.06149, over 8009.58 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3322, pruned_loss=0.09537, over 2475914.39 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06736, over 20734.60 utterances.], batch size: 91, lr: 5.66e-04
2022-08-23 06:10:49,071 INFO [train.py:927] (3/8) Epoch 5, batch 25350, giga_loss[loss=0.2483, simple_loss=0.3242, pruned_loss=0.0862, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03402, over 85.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3309, pruned_loss=0.09495, over 2475038.75 frames. utt_duration=492.9 frames, utt_pad_proportion=0.0718, over 20147.06 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3199, pruned_loss=0.08645, over 2467698.28 frames. utt_duration=1236 frames, utt_pad_proportion=0.06108, over 7992.51 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3326, pruned_loss=0.09604, over 2475996.16 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07181, over 21290.89 utterances.], batch size: 85, lr: 5.66e-04
2022-08-23 06:12:31,703 INFO [train.py:927] (3/8) Epoch 5, batch 25400, giga_loss[loss=0.3324, simple_loss=0.3814, pruned_loss=0.1417, over 12398.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06868, over 211.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3319, pruned_loss=0.093, over 2474806.19 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06675, over 19116.05 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3194, pruned_loss=0.08616, over 2467279.28 frames. utt_duration=1243 frames, utt_pad_proportion=0.05979, over 7946.28 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3339, pruned_loss=0.09432, over 2476098.02 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06755, over 20373.09 utterances.], batch size: 211, lr: 5.66e-04
2022-08-23 06:14:16,560 INFO [train.py:927] (3/8) Epoch 5, batch 25450, giga_loss[loss=0.3561, simple_loss=0.4009, pruned_loss=0.1557, over 12382.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07012, over 211.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3345, pruned_loss=0.09481, over 2474451.09 frames. utt_duration=526 frames, utt_pad_proportion=0.06575, over 18868.68 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3192, pruned_loss=0.08604, over 2467118.94 frames. utt_duration=1248 frames, utt_pad_proportion=0.05894, over 7915.61 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3366, pruned_loss=0.09609, over 2475760.32 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06682, over 20097.02 utterances.], batch size: 211, lr: 5.66e-04
2022-08-23 06:16:00,487 INFO [train.py:927] (3/8) Epoch 5, batch 25500, giga_loss[loss=0.257, simple_loss=0.3353, pruned_loss=0.08941, over 12428.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03247, over 26.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3361, pruned_loss=0.09672, over 2474967.04 frames. utt_duration=511 frames, utt_pad_proportion=0.06805, over 19430.69 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3189, pruned_loss=0.08592, over 2467167.54 frames. utt_duration=1241 frames, utt_pad_proportion=0.06264, over 7959.25 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3384, pruned_loss=0.09806, over 2476103.66 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06761, over 20624.26 utterances.], batch size: 26, lr: 5.66e-04
2022-08-23 06:17:44,594 INFO [train.py:927] (3/8) Epoch 5, batch 25550, giga_loss[loss=0.2909, simple_loss=0.3485, pruned_loss=0.1166, over 12402.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05371, over 162.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3367, pruned_loss=0.09692, over 2475107.36 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06911, over 20400.26 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.319, pruned_loss=0.08584, over 2467024.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.06236, over 7971.75 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3387, pruned_loss=0.09828, over 2476301.85 frames. utt_duration=460.9 frames, utt_pad_proportion=0.06889, over 21562.29 utterances.], batch size: 162, lr: 5.66e-04
2022-08-23 06:19:27,872 INFO [train.py:927] (3/8) Epoch 5, batch 25600, giga_loss[loss=0.2598, simple_loss=0.3296, pruned_loss=0.09495, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03251, over 39.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3373, pruned_loss=0.0951, over 2474908.12 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07177, over 20055.23 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3199, pruned_loss=0.08597, over 2467142.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.06211, over 7966.89 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3381, pruned_loss=0.09608, over 2475769.47 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07158, over 21025.16 utterances.], batch size: 39, lr: 5.66e-04
2022-08-23 06:21:14,869 INFO [train.py:927] (3/8) Epoch 5, batch 25650, giga_loss[loss=0.247, simple_loss=0.3219, pruned_loss=0.08602, over 12466.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03151, over 86.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3381, pruned_loss=0.09653, over 2475310.11 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07395, over 20963.75 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3203, pruned_loss=0.0862, over 2467230.87 frames. utt_duration=1241 frames, utt_pad_proportion=0.06139, over 7960.43 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3387, pruned_loss=0.09723, over 2476019.07 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07403, over 21911.81 utterances.], batch size: 86, lr: 5.66e-04
2022-08-23 06:23:01,206 INFO [train.py:927] (3/8) Epoch 5, batch 25700, giga_loss[loss=0.3038, simple_loss=0.3422, pruned_loss=0.1327, over 12351.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2078, over 373.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3358, pruned_loss=0.09577, over 2475202.07 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07903, over 21541.75 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3201, pruned_loss=0.08609, over 2467053.05 frames. utt_duration=1244 frames, utt_pad_proportion=0.0607, over 7941.15 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3366, pruned_loss=0.09656, over 2476004.73 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07919, over 22487.74 utterances.], batch size: 373, lr: 5.66e-04
2022-08-23 06:24:46,771 INFO [train.py:927] (3/8) Epoch 5, batch 25750, giga_loss[loss=0.2251, simple_loss=0.3029, pruned_loss=0.07363, over 12320.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 85.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3339, pruned_loss=0.09567, over 2475466.41 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07834, over 21941.16 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3197, pruned_loss=0.08587, over 2467268.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.06004, over 7920.16 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3351, pruned_loss=0.09659, over 2476016.65 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07877, over 22880.37 utterances.], batch size: 85, lr: 5.65e-04
2022-08-23 06:26:30,476 INFO [train.py:927] (3/8) Epoch 5, batch 25800, giga_loss[loss=0.2593, simple_loss=0.3254, pruned_loss=0.09654, over 12429.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03087, over 80.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3319, pruned_loss=0.0948, over 2475384.44 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07493, over 21113.92 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3197, pruned_loss=0.08597, over 2467317.39 frames. utt_duration=1250 frames, utt_pad_proportion=0.05917, over 7902.81 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3331, pruned_loss=0.09562, over 2475947.59 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0758, over 22127.60 utterances.], batch size: 80, lr: 5.65e-04
2022-08-23 06:28:10,605 INFO [train.py:927] (3/8) Epoch 5, batch 25850, giga_loss[loss=0.2561, simple_loss=0.3242, pruned_loss=0.09404, over 12421.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05613, over 182.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3285, pruned_loss=0.09174, over 2475322.58 frames. utt_duration=470 frames, utt_pad_proportion=0.07167, over 21132.50 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08593, over 2467484.95 frames. utt_duration=1254 frames, utt_pad_proportion=0.05783, over 7881.35 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3299, pruned_loss=0.09265, over 2475884.64 frames. utt_duration=443.4 frames, utt_pad_proportion=0.0731, over 22412.90 utterances.], batch size: 182, lr: 5.65e-04
2022-08-23 06:30:00,913 INFO [train.py:927] (3/8) Epoch 5, batch 25900, giga_loss[loss=0.2781, simple_loss=0.3467, pruned_loss=0.1048, over 12397.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0636, over 183.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3271, pruned_loss=0.09111, over 2475419.58 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07405, over 21650.90 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3196, pruned_loss=0.08612, over 2467938.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.05688, over 7879.45 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3283, pruned_loss=0.09178, over 2475631.86 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07543, over 22972.40 utterances.], batch size: 183, lr: 5.65e-04
2022-08-23 06:31:44,349 INFO [train.py:927] (3/8) Epoch 5, batch 25950, libri_loss[loss=0.205, simple_loss=0.2793, pruned_loss=0.06539, over 12180.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009506, over 30.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3246, pruned_loss=0.09004, over 2475396.64 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07416, over 21601.95 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3188, pruned_loss=0.08577, over 2468018.22 frames. utt_duration=1261 frames, utt_pad_proportion=0.05591, over 7837.88 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3264, pruned_loss=0.09099, over 2475692.22 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07568, over 23004.16 utterances.], batch size: 30, lr: 5.65e-04
2022-08-23 06:33:26,845 INFO [train.py:927] (3/8) Epoch 5, batch 26000, giga_loss[loss=0.2652, simple_loss=0.35, pruned_loss=0.09017, over 12419.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03967, over 123.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3277, pruned_loss=0.09139, over 2475947.27 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07055, over 21525.31 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.319, pruned_loss=0.08567, over 2468042.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05564, over 7833.65 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3293, pruned_loss=0.0924, over 2476375.89 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07223, over 23047.72 utterances.], batch size: 123, lr: 5.65e-04
2022-08-23 06:35:12,480 INFO [train.py:927] (3/8) Epoch 5, batch 26050, giga_loss[loss=0.273, simple_loss=0.3431, pruned_loss=0.1014, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.328, pruned_loss=0.09073, over 2475673.22 frames. utt_duration=481 frames, utt_pad_proportion=0.06539, over 20649.41 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.32, pruned_loss=0.08581, over 2468310.94 frames. utt_duration=1265 frames, utt_pad_proportion=0.05525, over 7816.36 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3284, pruned_loss=0.09143, over 2475828.58 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06721, over 21984.01 utterances.], batch size: 146, lr: 5.65e-04
2022-08-23 06:36:55,458 INFO [train.py:927] (3/8) Epoch 5, batch 26100, giga_loss[loss=0.2951, simple_loss=0.361, pruned_loss=0.1146, over 12387.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07404, over 212.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3286, pruned_loss=0.09136, over 2475255.31 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06648, over 20121.98 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3199, pruned_loss=0.08559, over 2468148.59 frames. utt_duration=1273 frames, utt_pad_proportion=0.05378, over 7765.57 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3293, pruned_loss=0.09232, over 2475785.87 frames. utt_duration=458 frames, utt_pad_proportion=0.06847, over 21692.83 utterances.], batch size: 212, lr: 5.65e-04
2022-08-23 06:38:42,426 INFO [train.py:927] (3/8) Epoch 5, batch 26150, giga_loss[loss=0.3263, simple_loss=0.3677, pruned_loss=0.1424, over 12399.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3291, pruned_loss=0.09169, over 2475797.82 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07265, over 20126.02 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3203, pruned_loss=0.08558, over 2468224.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05376, over 7779.93 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3294, pruned_loss=0.09256, over 2476275.29 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07398, over 21585.57 utterances.], batch size: 260, lr: 5.65e-04
2022-08-23 06:40:30,792 INFO [train.py:927] (3/8) Epoch 5, batch 26200, giga_loss[loss=0.2616, simple_loss=0.3358, pruned_loss=0.09364, over 12371.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06836, over 212.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3315, pruned_loss=0.09348, over 2476230.56 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07861, over 21497.33 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3204, pruned_loss=0.08575, over 2468085.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.05402, over 7796.29 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3318, pruned_loss=0.0941, over 2476840.19 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07931, over 22807.82 utterances.], batch size: 212, lr: 5.64e-04
2022-08-23 06:42:12,724 INFO [train.py:927] (3/8) Epoch 5, batch 26250, giga_loss[loss=0.3564, simple_loss=0.3812, pruned_loss=0.1658, over 12374.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1921, over 364.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.331, pruned_loss=0.09396, over 2476250.62 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07989, over 21942.59 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3203, pruned_loss=0.08581, over 2468079.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.05302, over 7775.61 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3316, pruned_loss=0.09458, over 2476945.76 frames. utt_duration=426.2 frames, utt_pad_proportion=0.08083, over 23326.23 utterances.], batch size: 364, lr: 5.64e-04
2022-08-23 06:43:59,921 INFO [train.py:927] (3/8) Epoch 5, batch 26300, giga_loss[loss=0.3093, simple_loss=0.3607, pruned_loss=0.1289, over 12404.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06298, over 183.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3301, pruned_loss=0.09449, over 2476259.73 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07874, over 22118.52 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3201, pruned_loss=0.08578, over 2467867.95 frames. utt_duration=1273 frames, utt_pad_proportion=0.05263, over 7762.89 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3308, pruned_loss=0.09509, over 2477082.79 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07972, over 23354.46 utterances.], batch size: 183, lr: 5.64e-04
2022-08-23 06:45:47,156 INFO [train.py:927] (3/8) Epoch 5, batch 26350, giga_loss[loss=0.2287, simple_loss=0.309, pruned_loss=0.07416, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02978, over 45.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3299, pruned_loss=0.09506, over 2475889.16 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07808, over 22387.08 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3198, pruned_loss=0.08568, over 2467798.61 frames. utt_duration=1275 frames, utt_pad_proportion=0.05248, over 7752.07 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3307, pruned_loss=0.09566, over 2476630.92 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07895, over 23428.67 utterances.], batch size: 45, lr: 5.64e-04
2022-08-23 06:47:31,114 INFO [train.py:927] (3/8) Epoch 5, batch 26400, giga_loss[loss=0.2705, simple_loss=0.341, pruned_loss=0.09996, over 12445.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03158, over 80.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3295, pruned_loss=0.09448, over 2475542.26 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07308, over 21332.54 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3206, pruned_loss=0.08589, over 2467942.27 frames. utt_duration=1276 frames, utt_pad_proportion=0.05176, over 7744.03 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3297, pruned_loss=0.09493, over 2476137.35 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07437, over 22418.23 utterances.], batch size: 80, lr: 5.64e-04
2022-08-23 06:49:14,365 INFO [train.py:927] (3/8) Epoch 5, batch 26450, giga_loss[loss=0.2139, simple_loss=0.2912, pruned_loss=0.06828, over 12383.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.04063, over 40.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3308, pruned_loss=0.09552, over 2475870.82 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07167, over 21066.34 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3207, pruned_loss=0.08591, over 2468194.56 frames. utt_duration=1279 frames, utt_pad_proportion=0.05075, over 7729.53 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3311, pruned_loss=0.09607, over 2476288.99 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07327, over 22257.51 utterances.], batch size: 40, lr: 5.64e-04
2022-08-23 06:50:56,080 INFO [train.py:927] (3/8) Epoch 5, batch 26500, libri_loss[loss=0.2476, simple_loss=0.319, pruned_loss=0.08812, over 12292.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007022, over 35.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3291, pruned_loss=0.09456, over 2475591.00 frames. utt_duration=490 frames, utt_pad_proportion=0.0701, over 20270.58 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3203, pruned_loss=0.08575, over 2468008.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05387, over 7772.50 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3301, pruned_loss=0.09548, over 2476386.52 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07093, over 21671.19 utterances.], batch size: 35, lr: 5.64e-04
2022-08-23 06:52:39,342 INFO [train.py:927] (3/8) Epoch 5, batch 26550, giga_loss[loss=0.2786, simple_loss=0.3541, pruned_loss=0.1016, over 12397.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0443, over 146.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.33, pruned_loss=0.09478, over 2475753.83 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06823, over 19917.02 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3209, pruned_loss=0.08623, over 2468112.41 frames. utt_duration=1246 frames, utt_pad_proportion=0.06245, over 7930.04 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3303, pruned_loss=0.09525, over 2476435.45 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06642, over 21114.61 utterances.], batch size: 146, lr: 5.64e-04
2022-08-23 06:54:20,595 INFO [train.py:927] (3/8) Epoch 5, batch 26600, giga_loss[loss=0.2381, simple_loss=0.31, pruned_loss=0.08313, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02787, over 45.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3314, pruned_loss=0.09563, over 2474640.49 frames. utt_duration=499 frames, utt_pad_proportion=0.07492, over 19895.35 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3223, pruned_loss=0.08736, over 2468115.45 frames. utt_duration=1192 frames, utt_pad_proportion=0.07841, over 8290.10 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3307, pruned_loss=0.09529, over 2475482.33 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06726, over 21035.15 utterances.], batch size: 45, lr: 5.64e-04
2022-08-23 06:54:38,829 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-23 06:57:06,165 INFO [train.py:927] (3/8) Epoch 6, batch 50, giga_loss[loss=0.2465, simple_loss=0.3291, pruned_loss=0.08194, over 12212.00 frames. utt_duration=1359 frames, utt_pad_proportion=0.02942, over 36.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3348, pruned_loss=0.0826, over 548809.47 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06756, over 4146.88 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.339, pruned_loss=0.07896, over 85392.31 frames. utt_duration=956.1 frames, utt_pad_proportion=0.1334, over 357.82 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3345, pruned_loss=0.08327, over 479973.10 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06246, over 3886.69 utterances.], batch size: 36, lr: 5.53e-04
2022-08-23 06:58:46,799 INFO [train.py:927] (3/8) Epoch 6, batch 100, giga_loss[loss=0.1852, simple_loss=0.2637, pruned_loss=0.05334, over 12090.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03602, over 30.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3098, pruned_loss=0.07187, over 975890.59 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06796, over 6732.76 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3176, pruned_loss=0.07166, over 213419.70 frames. utt_duration=1153 frames, utt_pad_proportion=0.07032, over 741.34 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3093, pruned_loss=0.07237, over 834427.90 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06836, over 6413.41 utterances.], batch size: 30, lr: 5.53e-04
2022-08-23 07:00:31,672 INFO [train.py:927] (3/8) Epoch 6, batch 150, giga_loss[loss=0.1805, simple_loss=0.2592, pruned_loss=0.05085, over 12459.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03483, over 86.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2927, pruned_loss=0.0651, over 1307759.92 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06833, over 9395.37 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3165, pruned_loss=0.07105, over 235819.44 frames. utt_duration=1171 frames, utt_pad_proportion=0.06467, over 806.76 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2906, pruned_loss=0.06475, over 1184936.25 frames. utt_duration=519.1 frames, utt_pad_proportion=0.069, over 9157.74 utterances.], batch size: 86, lr: 5.53e-04
2022-08-23 07:02:15,952 INFO [train.py:927] (3/8) Epoch 6, batch 200, giga_loss[loss=0.1558, simple_loss=0.2377, pruned_loss=0.03698, over 12363.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03935, over 113.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2805, pruned_loss=0.06016, over 1566328.76 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06251, over 11423.32 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3168, pruned_loss=0.07159, over 258113.05 frames. utt_duration=1172 frames, utt_pad_proportion=0.06311, over 882.45 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2778, pruned_loss=0.05942, over 1460657.55 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06298, over 11252.17 utterances.], batch size: 113, lr: 5.53e-04
2022-08-23 07:03:58,381 INFO [train.py:927] (3/8) Epoch 6, batch 250, giga_loss[loss=0.1875, simple_loss=0.2627, pruned_loss=0.05614, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0365, over 40.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2765, pruned_loss=0.05896, over 1767425.64 frames. utt_duration=520.1 frames, utt_pad_proportion=0.07387, over 13632.88 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3201, pruned_loss=0.07092, over 291246.24 frames. utt_duration=1158 frames, utt_pad_proportion=0.06399, over 1007.48 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2732, pruned_loss=0.05824, over 1673169.22 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0743, over 13548.48 utterances.], batch size: 40, lr: 5.53e-04
2022-08-23 07:05:41,571 INFO [train.py:927] (3/8) Epoch 6, batch 300, giga_loss[loss=0.167, simple_loss=0.257, pruned_loss=0.03851, over 12329.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.0252, over 45.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2728, pruned_loss=0.05747, over 1923651.39 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07247, over 14858.29 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3134, pruned_loss=0.06859, over 366252.58 frames. utt_duration=1216 frames, utt_pad_proportion=0.05393, over 1206.43 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2695, pruned_loss=0.05676, over 1828257.53 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07364, over 15016.42 utterances.], batch size: 45, lr: 5.52e-04
2022-08-23 07:07:24,507 INFO [train.py:927] (3/8) Epoch 6, batch 350, giga_loss[loss=0.1716, simple_loss=0.2537, pruned_loss=0.04473, over 12312.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03207, over 51.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2684, pruned_loss=0.05522, over 2045833.65 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07311, over 16626.21 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3124, pruned_loss=0.06827, over 376616.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.05263, over 1233.39 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2657, pruned_loss=0.05461, over 1969199.42 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07403, over 16782.79 utterances.], batch size: 51, lr: 5.52e-04
2022-08-23 07:09:05,030 INFO [train.py:927] (3/8) Epoch 6, batch 400, giga_loss[loss=0.1616, simple_loss=0.2406, pruned_loss=0.04127, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02594, over 48.00 utterances.], tot_loss[loss=0.1853, simple_loss=0.2639, pruned_loss=0.05338, over 2140690.83 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06903, over 16923.39 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3127, pruned_loss=0.06995, over 407867.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.04911, over 1316.50 utterances.], giga_tot_loss[loss=0.1828, simple_loss=0.261, pruned_loss=0.05229, over 2075143.62 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07014, over 17194.10 utterances.], batch size: 48, lr: 5.52e-04
2022-08-23 07:10:47,400 INFO [train.py:927] (3/8) Epoch 6, batch 450, giga_loss[loss=0.1768, simple_loss=0.2483, pruned_loss=0.05262, over 12435.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05098, over 162.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2597, pruned_loss=0.05139, over 2214462.62 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06518, over 16881.86 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3119, pruned_loss=0.06983, over 448408.68 frames. utt_duration=1261 frames, utt_pad_proportion=0.04548, over 1424.42 utterances.], giga_tot_loss[loss=0.1783, simple_loss=0.2563, pruned_loss=0.05015, over 2157578.71 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06652, over 17279.79 utterances.], batch size: 162, lr: 5.52e-04
2022-08-23 07:12:26,610 INFO [train.py:927] (3/8) Epoch 6, batch 500, giga_loss[loss=0.2417, simple_loss=0.3266, pruned_loss=0.07842, over 12404.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03459, over 75.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2696, pruned_loss=0.05669, over 2272600.55 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06529, over 17626.47 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3136, pruned_loss=0.07115, over 498797.37 frames. utt_duration=1270 frames, utt_pad_proportion=0.04157, over 1572.28 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2657, pruned_loss=0.05518, over 2221842.07 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06678, over 18175.68 utterances.], batch size: 75, lr: 5.52e-04
2022-08-23 07:14:14,732 INFO [train.py:927] (3/8) Epoch 6, batch 550, giga_loss[loss=0.2287, simple_loss=0.3203, pruned_loss=0.06856, over 12389.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02952, over 97.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2825, pruned_loss=0.06244, over 2317732.22 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06142, over 17517.47 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3126, pruned_loss=0.07069, over 508520.39 frames. utt_duration=1276 frames, utt_pad_proportion=0.04089, over 1595.41 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2798, pruned_loss=0.06142, over 2277362.76 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06278, over 17993.47 utterances.], batch size: 97, lr: 5.52e-04
2022-08-23 07:15:57,991 INFO [train.py:927] (3/8) Epoch 6, batch 600, libri_loss[loss=0.2355, simple_loss=0.3158, pruned_loss=0.07759, over 12476.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007511, over 36.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.29, pruned_loss=0.06495, over 2352153.76 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06211, over 17691.83 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3123, pruned_loss=0.07124, over 604100.91 frames. utt_duration=1264 frames, utt_pad_proportion=0.03996, over 1913.81 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2867, pruned_loss=0.06369, over 2313326.03 frames. utt_duration=501 frames, utt_pad_proportion=0.06372, over 18524.14 utterances.], batch size: 36, lr: 5.52e-04
2022-08-23 07:17:41,817 INFO [train.py:927] (3/8) Epoch 6, batch 650, giga_loss[loss=0.2164, simple_loss=0.307, pruned_loss=0.06294, over 12342.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03407, over 62.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2938, pruned_loss=0.06597, over 2379325.93 frames. utt_duration=523.3 frames, utt_pad_proportion=0.0636, over 18238.40 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.311, pruned_loss=0.07054, over 659535.04 frames. utt_duration=1261 frames, utt_pad_proportion=0.04062, over 2094.46 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.291, pruned_loss=0.06499, over 2345275.39 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06492, over 19162.05 utterances.], batch size: 62, lr: 5.52e-04
2022-08-23 07:19:26,560 INFO [train.py:927] (3/8) Epoch 6, batch 700, giga_loss[loss=0.2093, simple_loss=0.2934, pruned_loss=0.06259, over 12475.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04147, over 31.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2976, pruned_loss=0.06821, over 2399684.08 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06052, over 17269.61 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3093, pruned_loss=0.06972, over 712418.37 frames. utt_duration=1284 frames, utt_pad_proportion=0.03804, over 2222.02 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2954, pruned_loss=0.06757, over 2370913.45 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06226, over 18319.80 utterances.], batch size: 31, lr: 5.52e-04
2022-08-23 07:21:08,910 INFO [train.py:927] (3/8) Epoch 6, batch 750, libri_loss[loss=0.2174, simple_loss=0.3063, pruned_loss=0.06419, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005333, over 34.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3023, pruned_loss=0.07046, over 2415534.15 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06616, over 17199.73 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3104, pruned_loss=0.07105, over 772845.98 frames. utt_duration=1223 frames, utt_pad_proportion=0.06435, over 2531.07 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3, pruned_loss=0.06958, over 2390570.55 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06448, over 18261.60 utterances.], batch size: 34, lr: 5.52e-04
2022-08-23 07:22:50,512 INFO [train.py:927] (3/8) Epoch 6, batch 800, libri_loss[loss=0.1771, simple_loss=0.2654, pruned_loss=0.04438, over 12191.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008572, over 30.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3065, pruned_loss=0.07197, over 2427916.87 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06716, over 17563.64 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3098, pruned_loss=0.07061, over 839284.43 frames. utt_duration=1219 frames, utt_pad_proportion=0.06318, over 2756.47 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3047, pruned_loss=0.07144, over 2406239.10 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06596, over 18760.06 utterances.], batch size: 30, lr: 5.51e-04
2022-08-23 07:24:33,565 INFO [train.py:927] (3/8) Epoch 6, batch 850, giga_loss[loss=0.2378, simple_loss=0.3076, pruned_loss=0.08401, over 12341.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3074, pruned_loss=0.0709, over 2437646.93 frames. utt_duration=575.5 frames, utt_pad_proportion=0.0653, over 16988.33 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3093, pruned_loss=0.07017, over 871639.67 frames. utt_duration=1218 frames, utt_pad_proportion=0.06268, over 2866.59 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3061, pruned_loss=0.07063, over 2419770.30 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06449, over 18090.10 utterances.], batch size: 365, lr: 5.51e-04
2022-08-23 07:26:15,636 INFO [train.py:927] (3/8) Epoch 6, batch 900, giga_loss[loss=0.2901, simple_loss=0.3512, pruned_loss=0.1145, over 12391.00 frames. utt_duration=237.3 frames, utt_pad_proportion=0.06571, over 210.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3081, pruned_loss=0.07123, over 2445265.36 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06381, over 17071.29 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3084, pruned_loss=0.06956, over 903592.47 frames. utt_duration=1215 frames, utt_pad_proportion=0.06276, over 2979.69 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3073, pruned_loss=0.07123, over 2430361.97 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06321, over 18091.67 utterances.], batch size: 210, lr: 5.51e-04
2022-08-23 07:28:00,066 INFO [train.py:927] (3/8) Epoch 6, batch 950, giga_loss[loss=0.2594, simple_loss=0.3324, pruned_loss=0.09319, over 12392.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04141, over 105.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3124, pruned_loss=0.07545, over 2450784.79 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06451, over 16960.05 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3101, pruned_loss=0.06982, over 949679.12 frames. utt_duration=1198 frames, utt_pad_proportion=0.07068, over 3175.22 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3112, pruned_loss=0.07547, over 2438520.39 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06282, over 17970.12 utterances.], batch size: 105, lr: 5.51e-04
2022-08-23 07:29:44,220 INFO [train.py:927] (3/8) Epoch 6, batch 1000, giga_loss[loss=0.2175, simple_loss=0.2934, pruned_loss=0.0708, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03301, over 42.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3132, pruned_loss=0.07598, over 2454079.92 frames. utt_duration=577.7 frames, utt_pad_proportion=0.065, over 17037.23 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3135, pruned_loss=0.06959, over 987056.01 frames. utt_duration=1204 frames, utt_pad_proportion=0.06988, over 3282.75 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3111, pruned_loss=0.07622, over 2444134.32 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06372, over 18062.97 utterances.], batch size: 42, lr: 5.51e-04
2022-08-23 07:31:25,277 INFO [train.py:927] (3/8) Epoch 6, batch 1050, giga_loss[loss=0.229, simple_loss=0.3091, pruned_loss=0.07444, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04292, over 33.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3127, pruned_loss=0.07527, over 2458624.89 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06406, over 16992.61 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3156, pruned_loss=0.06936, over 1031160.83 frames. utt_duration=1206 frames, utt_pad_proportion=0.06804, over 3424.50 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3102, pruned_loss=0.07572, over 2450140.60 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0633, over 18048.46 utterances.], batch size: 33, lr: 5.51e-04
2022-08-23 07:33:11,926 INFO [train.py:927] (3/8) Epoch 6, batch 1100, giga_loss[loss=0.2202, simple_loss=0.3088, pruned_loss=0.06579, over 12354.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02919, over 66.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3113, pruned_loss=0.07442, over 2461931.16 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06726, over 17332.97 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.315, pruned_loss=0.06877, over 1073893.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.06441, over 3535.28 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3095, pruned_loss=0.07517, over 2454795.40 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06711, over 18456.89 utterances.], batch size: 66, lr: 5.51e-04
2022-08-23 07:34:56,618 INFO [train.py:927] (3/8) Epoch 6, batch 1150, giga_loss[loss=0.1988, simple_loss=0.2747, pruned_loss=0.06148, over 12343.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03028, over 91.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3057, pruned_loss=0.07191, over 2464495.60 frames. utt_duration=554.3 frames, utt_pad_proportion=0.07087, over 17830.95 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3145, pruned_loss=0.06866, over 1094503.74 frames. utt_duration=1223 frames, utt_pad_proportion=0.06275, over 3583.02 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3043, pruned_loss=0.0726, over 2458987.24 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07085, over 18864.53 utterances.], batch size: 91, lr: 5.51e-04
2022-08-23 07:36:39,160 INFO [train.py:927] (3/8) Epoch 6, batch 1200, giga_loss[loss=0.2451, simple_loss=0.3291, pruned_loss=0.08049, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05077, over 162.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3013, pruned_loss=0.06993, over 2466574.50 frames. utt_duration=543 frames, utt_pad_proportion=0.06943, over 18219.82 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3122, pruned_loss=0.06763, over 1148561.95 frames. utt_duration=1216 frames, utt_pad_proportion=0.06672, over 3781.82 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3008, pruned_loss=0.07102, over 2461947.92 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06893, over 19390.47 utterances.], batch size: 162, lr: 5.51e-04
2022-08-23 07:38:22,061 INFO [train.py:927] (3/8) Epoch 6, batch 1250, giga_loss[loss=0.2233, simple_loss=0.2924, pruned_loss=0.07706, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.033, over 42.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3012, pruned_loss=0.07042, over 2468210.83 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06941, over 18260.43 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3121, pruned_loss=0.06788, over 1187906.04 frames. utt_duration=1194 frames, utt_pad_proportion=0.07316, over 3984.31 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3006, pruned_loss=0.07125, over 2464253.69 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06787, over 19409.09 utterances.], batch size: 42, lr: 5.51e-04
2022-08-23 07:40:03,466 INFO [train.py:927] (3/8) Epoch 6, batch 1300, giga_loss[loss=0.2154, simple_loss=0.2839, pruned_loss=0.07342, over 12187.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03451, over 42.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2988, pruned_loss=0.06945, over 2469198.58 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06652, over 17654.90 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3111, pruned_loss=0.06738, over 1237773.02 frames. utt_duration=1204 frames, utt_pad_proportion=0.07068, over 4119.00 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2983, pruned_loss=0.07042, over 2466429.75 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06584, over 18968.65 utterances.], batch size: 42, lr: 5.50e-04
2022-08-23 07:41:45,758 INFO [train.py:927] (3/8) Epoch 6, batch 1350, giga_loss[loss=0.2088, simple_loss=0.2846, pruned_loss=0.06654, over 12296.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.0366, over 51.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.295, pruned_loss=0.06839, over 2469779.96 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06339, over 16965.45 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.31, pruned_loss=0.06689, over 1262368.80 frames. utt_duration=1212 frames, utt_pad_proportion=0.069, over 4171.30 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2948, pruned_loss=0.06939, over 2467460.96 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06335, over 18197.53 utterances.], batch size: 51, lr: 5.50e-04
2022-08-23 07:43:30,412 INFO [train.py:927] (3/8) Epoch 6, batch 1400, libri_loss[loss=0.2322, simple_loss=0.3173, pruned_loss=0.07359, over 12325.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005882, over 36.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2911, pruned_loss=0.06658, over 2469252.26 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05844, over 16061.93 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.31, pruned_loss=0.06677, over 1286019.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.06745, over 4243.21 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2906, pruned_loss=0.06744, over 2467720.92 frames. utt_duration=575.3 frames, utt_pad_proportion=0.059, over 17201.17 utterances.], batch size: 36, lr: 5.50e-04
2022-08-23 07:45:10,261 INFO [train.py:927] (3/8) Epoch 6, batch 1450, giga_loss[loss=0.1729, simple_loss=0.2486, pruned_loss=0.04859, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04491, over 26.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2888, pruned_loss=0.06625, over 2470205.29 frames. utt_duration=601.6 frames, utt_pad_proportion=0.06241, over 16464.82 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.31, pruned_loss=0.06714, over 1315461.07 frames. utt_duration=1214 frames, utt_pad_proportion=0.06635, over 4339.88 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.288, pruned_loss=0.06675, over 2468855.03 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06275, over 17547.12 utterances.], batch size: 26, lr: 5.50e-04
2022-08-23 07:46:52,136 INFO [train.py:927] (3/8) Epoch 6, batch 1500, giga_loss[loss=0.1881, simple_loss=0.2605, pruned_loss=0.05784, over 12274.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02695, over 54.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2859, pruned_loss=0.06519, over 2469987.61 frames. utt_duration=634.9 frames, utt_pad_proportion=0.0582, over 15597.19 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3089, pruned_loss=0.06674, over 1337658.64 frames. utt_duration=1223 frames, utt_pad_proportion=0.06464, over 4378.78 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2854, pruned_loss=0.06575, over 2469546.64 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05909, over 16627.57 utterances.], batch size: 54, lr: 5.50e-04
2022-08-23 07:48:33,317 INFO [train.py:927] (3/8) Epoch 6, batch 1550, giga_loss[loss=0.2247, simple_loss=0.2928, pruned_loss=0.07834, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03188, over 42.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2866, pruned_loss=0.06549, over 2470665.09 frames. utt_duration=639.8 frames, utt_pad_proportion=0.05513, over 15481.52 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3083, pruned_loss=0.06654, over 1381736.90 frames. utt_duration=1237 frames, utt_pad_proportion=0.06137, over 4474.00 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2857, pruned_loss=0.06598, over 2470717.30 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05671, over 16619.24 utterances.], batch size: 42, lr: 5.50e-04
2022-08-23 07:50:14,667 INFO [train.py:927] (3/8) Epoch 6, batch 1600, giga_loss[loss=0.2453, simple_loss=0.3143, pruned_loss=0.0881, over 12397.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03332, over 80.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2902, pruned_loss=0.0676, over 2471725.85 frames. utt_duration=632.1 frames, utt_pad_proportion=0.05537, over 15678.83 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3084, pruned_loss=0.06675, over 1408526.73 frames. utt_duration=1238 frames, utt_pad_proportion=0.06016, over 4555.55 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2889, pruned_loss=0.06787, over 2471901.25 frames. utt_duration=592 frames, utt_pad_proportion=0.05681, over 16743.86 utterances.], batch size: 80, lr: 5.50e-04
2022-08-23 07:51:57,388 INFO [train.py:927] (3/8) Epoch 6, batch 1650, giga_loss[loss=0.2568, simple_loss=0.3291, pruned_loss=0.09228, over 12380.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04898, over 161.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2964, pruned_loss=0.07077, over 2472282.26 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05896, over 16638.65 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3076, pruned_loss=0.06643, over 1429212.87 frames. utt_duration=1246 frames, utt_pad_proportion=0.05868, over 4595.21 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2956, pruned_loss=0.07122, over 2472823.37 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06025, over 17672.86 utterances.], batch size: 161, lr: 5.50e-04
2022-08-23 07:53:41,119 INFO [train.py:927] (3/8) Epoch 6, batch 1700, giga_loss[loss=0.2144, simple_loss=0.2838, pruned_loss=0.07243, over 12463.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0407, over 34.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.302, pruned_loss=0.07306, over 2472666.12 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06468, over 16784.33 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3081, pruned_loss=0.06685, over 1465248.28 frames. utt_duration=1229 frames, utt_pad_proportion=0.06343, over 4775.87 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3009, pruned_loss=0.07338, over 2473035.65 frames. utt_duration=556 frames, utt_pad_proportion=0.06429, over 17839.22 utterances.], batch size: 34, lr: 5.50e-04
2022-08-23 07:55:20,695 INFO [train.py:927] (3/8) Epoch 6, batch 1750, giga_loss[loss=0.2106, simple_loss=0.2912, pruned_loss=0.06502, over 12409.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07647, over 213.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.308, pruned_loss=0.07607, over 2472836.69 frames. utt_duration=536.6 frames, utt_pad_proportion=0.07459, over 18484.93 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.308, pruned_loss=0.06667, over 1484920.53 frames. utt_duration=1238 frames, utt_pad_proportion=0.062, over 4805.15 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3071, pruned_loss=0.07655, over 2473404.51 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07423, over 19528.88 utterances.], batch size: 213, lr: 5.49e-04
2022-08-23 07:57:00,783 INFO [train.py:927] (3/8) Epoch 6, batch 1800, giga_loss[loss=0.197, simple_loss=0.2816, pruned_loss=0.05614, over 12093.00 frames. utt_duration=1729 frames, utt_pad_proportion=0.04958, over 28.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3062, pruned_loss=0.07421, over 2472895.05 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07764, over 19307.34 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3077, pruned_loss=0.0667, over 1504379.71 frames. utt_duration=1227 frames, utt_pad_proportion=0.0665, over 4908.63 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3056, pruned_loss=0.07476, over 2473514.62 frames. utt_duration=488.6 frames, utt_pad_proportion=0.0765, over 20310.80 utterances.], batch size: 28, lr: 5.49e-04
2022-08-23 07:58:44,106 INFO [train.py:927] (3/8) Epoch 6, batch 1850, libri_loss[loss=0.2187, simple_loss=0.3072, pruned_loss=0.0651, over 12374.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02544, over 43.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3067, pruned_loss=0.07355, over 2473468.12 frames. utt_duration=525.1 frames, utt_pad_proportion=0.07379, over 18896.00 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3079, pruned_loss=0.06674, over 1518996.19 frames. utt_duration=1219 frames, utt_pad_proportion=0.06667, over 4988.59 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3061, pruned_loss=0.07406, over 2473823.99 frames. utt_duration=501 frames, utt_pad_proportion=0.07307, over 19809.41 utterances.], batch size: 43, lr: 5.49e-04
2022-08-23 08:00:29,935 INFO [train.py:927] (3/8) Epoch 6, batch 1900, giga_loss[loss=0.2944, simple_loss=0.3612, pruned_loss=0.1138, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3093, pruned_loss=0.07541, over 2473544.30 frames. utt_duration=537.3 frames, utt_pad_proportion=0.07279, over 18466.23 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3073, pruned_loss=0.06663, over 1533278.18 frames. utt_duration=1225 frames, utt_pad_proportion=0.06561, over 5014.63 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3092, pruned_loss=0.07597, over 2473825.31 frames. utt_duration=513 frames, utt_pad_proportion=0.07252, over 19347.24 utterances.], batch size: 75, lr: 5.49e-04
2022-08-23 08:02:13,398 INFO [train.py:927] (3/8) Epoch 6, batch 1950, giga_loss[loss=0.2324, simple_loss=0.3149, pruned_loss=0.07496, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.31, pruned_loss=0.07644, over 2473520.80 frames. utt_duration=548.6 frames, utt_pad_proportion=0.07205, over 18084.18 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3067, pruned_loss=0.06665, over 1565464.35 frames. utt_duration=1217 frames, utt_pad_proportion=0.06901, over 5151.22 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3104, pruned_loss=0.07716, over 2473956.79 frames. utt_duration=520.2 frames, utt_pad_proportion=0.071, over 19078.99 utterances.], batch size: 70, lr: 5.49e-04
2022-08-23 08:03:54,472 INFO [train.py:927] (3/8) Epoch 6, batch 2000, giga_loss[loss=0.2417, simple_loss=0.3238, pruned_loss=0.07974, over 12351.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02975, over 66.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3112, pruned_loss=0.07698, over 2473073.93 frames. utt_duration=548 frames, utt_pad_proportion=0.0712, over 18101.19 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.06637, over 1578819.74 frames. utt_duration=1223 frames, utt_pad_proportion=0.06786, over 5170.86 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3119, pruned_loss=0.07785, over 2473571.12 frames. utt_duration=521 frames, utt_pad_proportion=0.07072, over 19045.06 utterances.], batch size: 66, lr: 5.49e-04
2022-08-23 08:05:37,012 INFO [train.py:927] (3/8) Epoch 6, batch 2050, giga_loss[loss=0.2391, simple_loss=0.3225, pruned_loss=0.07784, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02528, over 48.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3125, pruned_loss=0.07688, over 2472699.85 frames. utt_duration=550.9 frames, utt_pad_proportion=0.07185, over 18002.23 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.06642, over 1592080.58 frames. utt_duration=1222 frames, utt_pad_proportion=0.06699, over 5216.99 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3132, pruned_loss=0.07767, over 2473165.32 frames. utt_duration=525.7 frames, utt_pad_proportion=0.07166, over 18871.27 utterances.], batch size: 48, lr: 5.49e-04
2022-08-23 08:07:18,837 INFO [train.py:927] (3/8) Epoch 6, batch 2100, giga_loss[loss=0.187, simple_loss=0.2703, pruned_loss=0.05189, over 12346.00 frames. utt_duration=1765 frames, utt_pad_proportion=0.03075, over 28.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3116, pruned_loss=0.07619, over 2471915.02 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06819, over 17090.50 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3061, pruned_loss=0.06652, over 1613815.88 frames. utt_duration=1214 frames, utt_pad_proportion=0.07114, over 5323.67 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3122, pruned_loss=0.07702, over 2472346.93 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06726, over 17974.93 utterances.], batch size: 28, lr: 5.49e-04
2022-08-23 08:09:01,253 INFO [train.py:927] (3/8) Epoch 6, batch 2150, giga_loss[loss=0.2029, simple_loss=0.2868, pruned_loss=0.0595, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0266, over 45.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.311, pruned_loss=0.07586, over 2472102.24 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06621, over 16912.84 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3067, pruned_loss=0.06638, over 1647106.48 frames. utt_duration=1209 frames, utt_pad_proportion=0.07369, over 5456.62 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3113, pruned_loss=0.07696, over 2472868.57 frames. utt_duration=553 frames, utt_pad_proportion=0.06477, over 17936.95 utterances.], batch size: 45, lr: 5.49e-04
2022-08-23 08:10:44,949 INFO [train.py:927] (3/8) Epoch 6, batch 2200, giga_loss[loss=0.2248, simple_loss=0.3013, pruned_loss=0.07419, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03467, over 30.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3108, pruned_loss=0.07534, over 2471252.08 frames. utt_duration=622 frames, utt_pad_proportion=0.06228, over 15930.50 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3068, pruned_loss=0.06623, over 1679319.39 frames. utt_duration=1201 frames, utt_pad_proportion=0.07596, over 5600.06 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3112, pruned_loss=0.07666, over 2472075.65 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06033, over 17017.24 utterances.], batch size: 30, lr: 5.49e-04
2022-08-23 08:12:26,997 INFO [train.py:927] (3/8) Epoch 6, batch 2250, giga_loss[loss=0.2327, simple_loss=0.316, pruned_loss=0.0747, over 12377.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03477, over 122.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3106, pruned_loss=0.07482, over 2471080.21 frames. utt_duration=632.9 frames, utt_pad_proportion=0.06079, over 15655.71 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3065, pruned_loss=0.06611, over 1695007.95 frames. utt_duration=1207 frames, utt_pad_proportion=0.0743, over 5623.86 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3111, pruned_loss=0.0761, over 2471749.33 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05968, over 16679.34 utterances.], batch size: 122, lr: 5.48e-04
2022-08-23 08:14:11,446 INFO [train.py:927] (3/8) Epoch 6, batch 2300, giga_loss[loss=0.2143, simple_loss=0.3039, pruned_loss=0.06237, over 12389.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02665, over 70.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3103, pruned_loss=0.07479, over 2470713.25 frames. utt_duration=641.4 frames, utt_pad_proportion=0.0593, over 15444.83 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3058, pruned_loss=0.06587, over 1717834.36 frames. utt_duration=1218 frames, utt_pad_proportion=0.07199, over 5648.87 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3113, pruned_loss=0.07618, over 2471390.73 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05905, over 16503.63 utterances.], batch size: 70, lr: 5.48e-04
2022-08-23 08:15:56,177 INFO [train.py:927] (3/8) Epoch 6, batch 2350, giga_loss[loss=0.2203, simple_loss=0.3014, pruned_loss=0.06962, over 12212.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03723, over 33.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3095, pruned_loss=0.07501, over 2471233.05 frames. utt_duration=636.9 frames, utt_pad_proportion=0.0568, over 15557.04 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3057, pruned_loss=0.06581, over 1725552.71 frames. utt_duration=1220 frames, utt_pad_proportion=0.07119, over 5663.36 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3104, pruned_loss=0.07621, over 2471596.29 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05692, over 16456.40 utterances.], batch size: 33, lr: 5.48e-04
2022-08-23 08:17:39,335 INFO [train.py:927] (3/8) Epoch 6, batch 2400, giga_loss[loss=0.2033, simple_loss=0.2768, pruned_loss=0.06494, over 12416.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03663, over 43.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3081, pruned_loss=0.07439, over 2471286.54 frames. utt_duration=630.2 frames, utt_pad_proportion=0.06268, over 15723.10 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3057, pruned_loss=0.06583, over 1747421.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.06899, over 5712.98 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3088, pruned_loss=0.07557, over 2471773.48 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06304, over 16665.10 utterances.], batch size: 43, lr: 5.48e-04
2022-08-23 08:19:23,068 INFO [train.py:927] (3/8) Epoch 6, batch 2450, giga_loss[loss=0.2167, simple_loss=0.2912, pruned_loss=0.07111, over 12425.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0368, over 37.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3055, pruned_loss=0.07344, over 2471770.67 frames. utt_duration=633.2 frames, utt_pad_proportion=0.05923, over 15651.01 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3056, pruned_loss=0.06588, over 1754401.21 frames. utt_duration=1228 frames, utt_pad_proportion=0.06829, over 5720.83 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3061, pruned_loss=0.07441, over 2472388.90 frames. utt_duration=601.6 frames, utt_pad_proportion=0.05988, over 16479.41 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:21:03,605 INFO [train.py:927] (3/8) Epoch 6, batch 2500, giga_loss[loss=0.2446, simple_loss=0.324, pruned_loss=0.08259, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03493, over 37.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3026, pruned_loss=0.07243, over 2472863.84 frames. utt_duration=641.4 frames, utt_pad_proportion=0.0578, over 15457.28 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3059, pruned_loss=0.06606, over 1765193.21 frames. utt_duration=1228 frames, utt_pad_proportion=0.06725, over 5754.80 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3029, pruned_loss=0.07317, over 2473279.35 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05867, over 16217.63 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:22:55,892 INFO [train.py:927] (3/8) Epoch 6, batch 2550, giga_loss[loss=0.2598, simple_loss=0.3354, pruned_loss=0.09212, over 12391.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.0659, over 211.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3024, pruned_loss=0.07267, over 2472773.50 frames. utt_duration=608.4 frames, utt_pad_proportion=0.06491, over 16297.02 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.307, pruned_loss=0.06627, over 1779114.82 frames. utt_duration=1215 frames, utt_pad_proportion=0.07141, over 5862.73 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3019, pruned_loss=0.07323, over 2473201.45 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06393, over 16992.25 utterances.], batch size: 211, lr: 5.48e-04
2022-08-23 08:24:38,588 INFO [train.py:927] (3/8) Epoch 6, batch 2600, giga_loss[loss=0.2268, simple_loss=0.3062, pruned_loss=0.07373, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3018, pruned_loss=0.07179, over 2473272.09 frames. utt_duration=613.8 frames, utt_pad_proportion=0.06047, over 16158.06 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3058, pruned_loss=0.06582, over 1806407.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06903, over 5905.46 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.302, pruned_loss=0.07278, over 2473584.24 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06051, over 17065.68 utterances.], batch size: 34, lr: 5.48e-04
2022-08-23 08:26:21,100 INFO [train.py:927] (3/8) Epoch 6, batch 2650, giga_loss[loss=0.22, simple_loss=0.3036, pruned_loss=0.06816, over 12320.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03403, over 51.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3014, pruned_loss=0.07081, over 2473509.42 frames. utt_duration=598.7 frames, utt_pad_proportion=0.0593, over 16566.23 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3049, pruned_loss=0.06553, over 1819425.41 frames. utt_duration=1233 frames, utt_pad_proportion=0.06774, over 5910.33 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3021, pruned_loss=0.07189, over 2473950.39 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05973, over 17473.91 utterances.], batch size: 51, lr: 5.48e-04
2022-08-23 08:28:04,800 INFO [train.py:927] (3/8) Epoch 6, batch 2700, giga_loss[loss=0.2132, simple_loss=0.2994, pruned_loss=0.06353, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02979, over 66.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.301, pruned_loss=0.0704, over 2472728.41 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06637, over 17424.89 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3049, pruned_loss=0.06551, over 1822710.28 frames. utt_duration=1234 frames, utt_pad_proportion=0.06739, over 5914.77 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3015, pruned_loss=0.07127, over 2473058.33 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06651, over 18178.20 utterances.], batch size: 66, lr: 5.48e-04
2022-08-23 08:29:47,433 INFO [train.py:927] (3/8) Epoch 6, batch 2750, giga_loss[loss=0.2083, simple_loss=0.3002, pruned_loss=0.05823, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0418, over 133.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3009, pruned_loss=0.06983, over 2471769.72 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06143, over 16726.05 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3057, pruned_loss=0.06554, over 1829038.41 frames. utt_duration=1236 frames, utt_pad_proportion=0.06666, over 5927.59 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3008, pruned_loss=0.07053, over 2472156.31 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06193, over 17402.59 utterances.], batch size: 133, lr: 5.47e-04
2022-08-23 08:31:28,394 INFO [train.py:927] (3/8) Epoch 6, batch 2800, giga_loss[loss=0.2104, simple_loss=0.3012, pruned_loss=0.05982, over 12355.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03239, over 58.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3048, pruned_loss=0.07178, over 2472743.13 frames. utt_duration=573.3 frames, utt_pad_proportion=0.0591, over 17298.96 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3059, pruned_loss=0.06558, over 1847989.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.06475, over 5946.52 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3045, pruned_loss=0.07247, over 2473156.05 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06008, over 18129.93 utterances.], batch size: 58, lr: 5.47e-04
2022-08-23 08:33:11,325 INFO [train.py:927] (3/8) Epoch 6, batch 2850, giga_loss[loss=0.2503, simple_loss=0.3339, pruned_loss=0.08336, over 12366.00 frames. utt_duration=376.3 frames, utt_pad_proportion=0.03504, over 132.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3067, pruned_loss=0.07253, over 2473386.55 frames. utt_duration=578 frames, utt_pad_proportion=0.05586, over 17160.45 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3063, pruned_loss=0.06584, over 1854424.47 frames. utt_duration=1245 frames, utt_pad_proportion=0.06407, over 5963.00 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3062, pruned_loss=0.07295, over 2473518.25 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05694, over 17905.32 utterances.], batch size: 132, lr: 5.47e-04
2022-08-23 08:34:55,735 INFO [train.py:927] (3/8) Epoch 6, batch 2900, giga_loss[loss=0.2338, simple_loss=0.3152, pruned_loss=0.07623, over 12342.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03154, over 85.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3066, pruned_loss=0.0723, over 2472925.88 frames. utt_duration=583 frames, utt_pad_proportion=0.0534, over 17012.00 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3061, pruned_loss=0.06576, over 1857446.34 frames. utt_duration=1247 frames, utt_pad_proportion=0.06375, over 5965.19 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3063, pruned_loss=0.07271, over 2473096.42 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05442, over 17644.57 utterances.], batch size: 85, lr: 5.47e-04
2022-08-23 08:36:36,507 INFO [train.py:927] (3/8) Epoch 6, batch 2950, giga_loss[loss=0.2206, simple_loss=0.2964, pruned_loss=0.07241, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03521, over 37.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3065, pruned_loss=0.07285, over 2473163.72 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05652, over 17620.51 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3061, pruned_loss=0.066, over 1869688.10 frames. utt_duration=1250 frames, utt_pad_proportion=0.06291, over 5992.48 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3063, pruned_loss=0.07316, over 2473288.79 frames. utt_duration=542 frames, utt_pad_proportion=0.05743, over 18305.19 utterances.], batch size: 37, lr: 5.47e-04
2022-08-23 08:38:15,351 INFO [train.py:927] (3/8) Epoch 6, batch 3000, giga_loss[loss=0.2094, simple_loss=0.2855, pruned_loss=0.06667, over 12444.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03533, over 98.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3048, pruned_loss=0.07194, over 2473568.58 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05573, over 17467.41 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3068, pruned_loss=0.06654, over 1890633.43 frames. utt_duration=1243 frames, utt_pad_proportion=0.06565, over 6092.85 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3042, pruned_loss=0.072, over 2473554.30 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05557, over 18281.93 utterances.], batch size: 98, lr: 5.47e-04
2022-08-23 08:38:15,353 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 08:38:28,853 INFO [train.py:967] (3/8) 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 08:40:07,710 INFO [train.py:927] (3/8) Epoch 6, batch 3050, giga_loss[loss=0.2242, simple_loss=0.3076, pruned_loss=0.07038, over 12365.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0277, over 91.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3049, pruned_loss=0.07096, over 2474102.92 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05782, over 17780.05 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3061, pruned_loss=0.06613, over 1904872.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.06414, over 6109.32 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3048, pruned_loss=0.07141, over 2474267.39 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05803, over 18680.99 utterances.], batch size: 91, lr: 5.47e-04
2022-08-23 08:41:48,241 INFO [train.py:927] (3/8) Epoch 6, batch 3100, giga_loss[loss=0.2445, simple_loss=0.3192, pruned_loss=0.08493, over 12384.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06935, over 211.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3054, pruned_loss=0.07148, over 2474780.94 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05778, over 18512.21 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3061, pruned_loss=0.06613, over 1904872.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.06414, over 6109.32 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3054, pruned_loss=0.07183, over 2474908.94 frames. utt_duration=516.8 frames, utt_pad_proportion=0.05793, over 19213.42 utterances.], batch size: 211, lr: 5.47e-04
2022-08-23 08:43:26,756 INFO [train.py:927] (3/8) Epoch 6, batch 3150, giga_loss[loss=0.2073, simple_loss=0.288, pruned_loss=0.06324, over 12315.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03509, over 58.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3041, pruned_loss=0.07177, over 2473956.50 frames. utt_duration=537 frames, utt_pad_proportion=0.05794, over 18480.39 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.306, pruned_loss=0.06622, over 1931980.56 frames. utt_duration=1264 frames, utt_pad_proportion=0.06143, over 6123.27 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.304, pruned_loss=0.07224, over 2474781.23 frames. utt_duration=506.7 frames, utt_pad_proportion=0.05869, over 19596.51 utterances.], batch size: 58, lr: 5.47e-04
2022-08-23 08:45:03,957 INFO [train.py:927] (3/8) Epoch 6, batch 3200, giga_loss[loss=0.2295, simple_loss=0.3122, pruned_loss=0.07334, over 12401.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3019, pruned_loss=0.07191, over 2474052.97 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05807, over 18352.40 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3057, pruned_loss=0.06606, over 1939808.88 frames. utt_duration=1268 frames, utt_pad_proportion=0.0606, over 6125.41 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3021, pruned_loss=0.07246, over 2474903.40 frames. utt_duration=512 frames, utt_pad_proportion=0.05888, over 19392.95 utterances.], batch size: 133, lr: 5.47e-04
2022-08-23 08:46:48,930 INFO [train.py:927] (3/8) Epoch 6, batch 3250, giga_loss[loss=0.2683, simple_loss=0.3239, pruned_loss=0.1063, over 12375.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.2991, pruned_loss=0.0708, over 2474109.90 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06323, over 18312.35 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3061, pruned_loss=0.06627, over 1960657.05 frames. utt_duration=1261 frames, utt_pad_proportion=0.06003, over 6227.52 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2988, pruned_loss=0.0713, over 2474954.87 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06377, over 19498.71 utterances.], batch size: 257, lr: 5.46e-04
2022-08-23 08:48:29,698 INFO [train.py:927] (3/8) Epoch 6, batch 3300, giga_loss[loss=0.2046, simple_loss=0.2804, pruned_loss=0.06437, over 12352.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1998, over 367.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2951, pruned_loss=0.0688, over 2473745.35 frames. utt_duration=555 frames, utt_pad_proportion=0.06209, over 17878.70 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3065, pruned_loss=0.06652, over 1965707.73 frames. utt_duration=1255 frames, utt_pad_proportion=0.06051, over 6275.17 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2945, pruned_loss=0.06906, over 2474469.82 frames. utt_duration=526 frames, utt_pad_proportion=0.06247, over 18871.12 utterances.], batch size: 367, lr: 5.46e-04
2022-08-23 08:50:10,145 INFO [train.py:927] (3/8) Epoch 6, batch 3350, giga_loss[loss=0.216, simple_loss=0.2987, pruned_loss=0.06667, over 12390.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02555, over 66.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.297, pruned_loss=0.06929, over 2473589.45 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05861, over 17126.51 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3076, pruned_loss=0.0667, over 1980892.89 frames. utt_duration=1259 frames, utt_pad_proportion=0.05891, over 6302.62 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2954, pruned_loss=0.06945, over 2474041.50 frames. utt_duration=545 frames, utt_pad_proportion=0.05961, over 18208.79 utterances.], batch size: 66, lr: 5.46e-04
2022-08-23 08:51:48,985 INFO [train.py:927] (3/8) Epoch 6, batch 3400, giga_loss[loss=0.1983, simple_loss=0.2832, pruned_loss=0.0567, over 12222.00 frames. utt_duration=1882 frames, utt_pad_proportion=0.04809, over 26.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2991, pruned_loss=0.06975, over 2473039.58 frames. utt_duration=582.5 frames, utt_pad_proportion=0.056, over 17027.14 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3078, pruned_loss=0.06697, over 1992372.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.05878, over 6339.05 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2975, pruned_loss=0.06974, over 2474035.23 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05694, over 18098.41 utterances.], batch size: 26, lr: 5.46e-04
2022-08-23 08:53:29,209 INFO [train.py:927] (3/8) Epoch 6, batch 3450, giga_loss[loss=0.2158, simple_loss=0.299, pruned_loss=0.06624, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3018, pruned_loss=0.07104, over 2473313.77 frames. utt_duration=583 frames, utt_pad_proportion=0.0565, over 17012.55 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3075, pruned_loss=0.06686, over 2001405.46 frames. utt_duration=1264 frames, utt_pad_proportion=0.0577, over 6342.22 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3006, pruned_loss=0.07115, over 2474553.47 frames. utt_duration=550 frames, utt_pad_proportion=0.05754, over 18047.15 utterances.], batch size: 105, lr: 5.46e-04
2022-08-23 08:55:14,333 INFO [train.py:927] (3/8) Epoch 6, batch 3500, libri_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07453, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009295, over 39.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3086, pruned_loss=0.07589, over 2473819.97 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05579, over 17397.27 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3074, pruned_loss=0.06708, over 2015408.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.0563, over 6366.87 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3077, pruned_loss=0.07604, over 2474769.26 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05709, over 18513.28 utterances.], batch size: 39, lr: 5.46e-04
2022-08-23 08:56:56,633 INFO [train.py:927] (3/8) Epoch 6, batch 3550, giga_loss[loss=0.2769, simple_loss=0.3295, pruned_loss=0.1121, over 12346.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3147, pruned_loss=0.08004, over 2473868.27 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06502, over 18510.65 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3074, pruned_loss=0.06713, over 2024458.22 frames. utt_duration=1264 frames, utt_pad_proportion=0.05648, over 6412.88 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3141, pruned_loss=0.0803, over 2474664.51 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06548, over 19550.35 utterances.], batch size: 374, lr: 5.46e-04
2022-08-23 08:58:39,833 INFO [train.py:927] (3/8) Epoch 6, batch 3600, giga_loss[loss=0.3062, simple_loss=0.3544, pruned_loss=0.129, over 12480.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03241, over 43.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3251, pruned_loss=0.08904, over 2473670.53 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06251, over 18427.84 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3079, pruned_loss=0.06743, over 2033045.97 frames. utt_duration=1268 frames, utt_pad_proportion=0.05548, over 6418.64 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3244, pruned_loss=0.08928, over 2474582.26 frames. utt_duration=510 frames, utt_pad_proportion=0.06335, over 19465.20 utterances.], batch size: 43, lr: 5.46e-04
2022-08-23 09:00:23,705 INFO [train.py:927] (3/8) Epoch 6, batch 3650, giga_loss[loss=0.2922, simple_loss=0.3556, pruned_loss=0.1144, over 12235.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02977, over 42.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3342, pruned_loss=0.09761, over 2473187.26 frames. utt_duration=521.7 frames, utt_pad_proportion=0.0626, over 19015.29 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3084, pruned_loss=0.06776, over 2041876.91 frames. utt_duration=1272 frames, utt_pad_proportion=0.05444, over 6430.15 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3337, pruned_loss=0.09807, over 2473831.30 frames. utt_duration=494.9 frames, utt_pad_proportion=0.0636, over 20056.03 utterances.], batch size: 42, lr: 5.46e-04
2022-08-23 09:02:11,067 INFO [train.py:927] (3/8) Epoch 6, batch 3700, giga_loss[loss=0.3726, simple_loss=0.4048, pruned_loss=0.1703, over 12347.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2132, over 373.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3403, pruned_loss=0.1036, over 2474035.71 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07175, over 20191.04 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3087, pruned_loss=0.06806, over 2050338.86 frames. utt_duration=1260 frames, utt_pad_proportion=0.0586, over 6515.27 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3402, pruned_loss=0.1044, over 2474660.30 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07118, over 21193.89 utterances.], batch size: 373, lr: 5.46e-04
2022-08-23 09:03:56,233 INFO [train.py:927] (3/8) Epoch 6, batch 3750, giga_loss[loss=0.2566, simple_loss=0.3267, pruned_loss=0.09326, over 12361.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3422, pruned_loss=0.1053, over 2473757.59 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07156, over 19909.98 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3083, pruned_loss=0.06814, over 2064322.77 frames. utt_duration=1269 frames, utt_pad_proportion=0.05701, over 6515.13 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3436, pruned_loss=0.107, over 2474838.72 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07166, over 21144.93 utterances.], batch size: 97, lr: 5.45e-04
2022-08-23 09:05:39,544 INFO [train.py:927] (3/8) Epoch 6, batch 3800, giga_loss[loss=0.2842, simple_loss=0.3452, pruned_loss=0.1116, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3436, pruned_loss=0.1078, over 2474199.72 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07662, over 21221.54 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3085, pruned_loss=0.06851, over 2078248.24 frames. utt_duration=1256 frames, utt_pad_proportion=0.06149, over 6628.69 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3456, pruned_loss=0.1101, over 2475276.46 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07552, over 22573.60 utterances.], batch size: 98, lr: 5.45e-04
2022-08-23 09:07:19,474 INFO [train.py:927] (3/8) Epoch 6, batch 3850, giga_loss[loss=0.2529, simple_loss=0.3337, pruned_loss=0.08601, over 12338.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02818, over 66.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3434, pruned_loss=0.1072, over 2474345.64 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07735, over 21227.33 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3083, pruned_loss=0.06857, over 2095557.42 frames. utt_duration=1252 frames, utt_pad_proportion=0.06419, over 6704.15 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3467, pruned_loss=0.1106, over 2475361.34 frames. utt_duration=435 frames, utt_pad_proportion=0.07577, over 22837.81 utterances.], batch size: 66, lr: 5.45e-04
2022-08-23 09:09:04,979 INFO [train.py:927] (3/8) Epoch 6, batch 3900, libri_loss[loss=0.2378, simple_loss=0.3076, pruned_loss=0.08399, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006475, over 33.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3447, pruned_loss=0.1077, over 2474446.76 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07736, over 21980.07 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.308, pruned_loss=0.06856, over 2102720.70 frames. utt_duration=1258 frames, utt_pad_proportion=0.06321, over 6696.16 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3482, pruned_loss=0.1112, over 2475606.65 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07648, over 23562.05 utterances.], batch size: 33, lr: 5.45e-04
2022-08-23 09:10:50,335 INFO [train.py:927] (3/8) Epoch 6, batch 3950, giga_loss[loss=0.2624, simple_loss=0.3373, pruned_loss=0.0938, over 12362.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03482, over 104.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3429, pruned_loss=0.1048, over 2474380.93 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07868, over 22141.86 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3081, pruned_loss=0.06881, over 2113402.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.06715, over 6797.80 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3465, pruned_loss=0.1084, over 2475638.39 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07698, over 23729.14 utterances.], batch size: 104, lr: 5.45e-04
2022-08-23 09:12:33,824 INFO [train.py:927] (3/8) Epoch 6, batch 4000, giga_loss[loss=0.2574, simple_loss=0.3256, pruned_loss=0.09462, over 12434.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04665, over 34.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3392, pruned_loss=0.1012, over 2474878.91 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07817, over 22145.55 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3085, pruned_loss=0.06894, over 2127508.17 frames. utt_duration=1228 frames, utt_pad_proportion=0.07096, over 6936.69 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3432, pruned_loss=0.1053, over 2475978.52 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07602, over 23880.14 utterances.], batch size: 34, lr: 5.45e-04
2022-08-23 09:14:14,856 INFO [train.py:927] (3/8) Epoch 6, batch 4050, giga_loss[loss=0.2866, simple_loss=0.3448, pruned_loss=0.1142, over 12387.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03411, over 122.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3371, pruned_loss=0.09958, over 2475010.66 frames. utt_duration=434.8 frames, utt_pad_proportion=0.08084, over 22847.45 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3084, pruned_loss=0.06897, over 2133957.81 frames. utt_duration=1220 frames, utt_pad_proportion=0.0746, over 7005.10 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3408, pruned_loss=0.1033, over 2476248.65 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0781, over 24418.79 utterances.], batch size: 122, lr: 5.45e-04
2022-08-23 09:16:03,853 INFO [train.py:927] (3/8) Epoch 6, batch 4100, giga_loss[loss=0.2134, simple_loss=0.2988, pruned_loss=0.06407, over 12366.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03642, over 122.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3362, pruned_loss=0.09772, over 2474826.49 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07517, over 21788.83 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3096, pruned_loss=0.06957, over 2142276.12 frames. utt_duration=1214 frames, utt_pad_proportion=0.07458, over 7067.78 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3387, pruned_loss=0.1009, over 2475941.94 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07321, over 23332.90 utterances.], batch size: 122, lr: 5.45e-04
2022-08-23 09:17:53,870 INFO [train.py:927] (3/8) Epoch 6, batch 4150, giga_loss[loss=0.2256, simple_loss=0.3167, pruned_loss=0.06724, over 12412.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03427, over 75.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3368, pruned_loss=0.09584, over 2475179.96 frames. utt_duration=442 frames, utt_pad_proportion=0.07921, over 22474.26 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3109, pruned_loss=0.0698, over 2147310.44 frames. utt_duration=1214 frames, utt_pad_proportion=0.0736, over 7085.69 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3382, pruned_loss=0.09854, over 2475998.22 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07777, over 23877.68 utterances.], batch size: 75, lr: 5.45e-04
2022-08-23 09:19:40,661 INFO [train.py:927] (3/8) Epoch 6, batch 4200, giga_loss[loss=0.2781, simple_loss=0.3446, pruned_loss=0.1058, over 12366.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06781, over 211.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3353, pruned_loss=0.09401, over 2474869.59 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07631, over 21578.11 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3107, pruned_loss=0.06966, over 2153509.41 frames. utt_duration=1219 frames, utt_pad_proportion=0.07238, over 7073.07 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3371, pruned_loss=0.09672, over 2475815.41 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07565, over 22972.39 utterances.], batch size: 211, lr: 5.45e-04
2022-08-23 09:21:27,290 INFO [train.py:927] (3/8) Epoch 6, batch 4250, giga_loss[loss=0.2473, simple_loss=0.3207, pruned_loss=0.08697, over 12159.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.03524, over 30.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3328, pruned_loss=0.09251, over 2473808.23 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0779, over 21182.34 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3106, pruned_loss=0.06944, over 2164126.13 frames. utt_duration=1225 frames, utt_pad_proportion=0.07058, over 7076.40 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3351, pruned_loss=0.09561, over 2475007.30 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07778, over 22747.42 utterances.], batch size: 30, lr: 5.44e-04
2022-08-23 09:23:13,353 INFO [train.py:927] (3/8) Epoch 6, batch 4300, giga_loss[loss=0.2412, simple_loss=0.3174, pruned_loss=0.08249, over 12201.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03358, over 42.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3314, pruned_loss=0.09213, over 2474232.77 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07676, over 20752.96 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3106, pruned_loss=0.06933, over 2170172.17 frames. utt_duration=1226 frames, utt_pad_proportion=0.06939, over 7088.73 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3336, pruned_loss=0.0951, over 2475297.11 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07713, over 22240.58 utterances.], batch size: 42, lr: 5.44e-04
2022-08-23 09:25:01,414 INFO [train.py:927] (3/8) Epoch 6, batch 4350, giga_loss[loss=0.2588, simple_loss=0.3381, pruned_loss=0.08977, over 12377.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03535, over 122.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3306, pruned_loss=0.09079, over 2473812.47 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07373, over 20270.83 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3107, pruned_loss=0.06947, over 2176077.61 frames. utt_duration=1217 frames, utt_pad_proportion=0.07278, over 7161.53 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3326, pruned_loss=0.09344, over 2474776.60 frames. utt_duration=459.3 frames, utt_pad_proportion=0.0733, over 21618.34 utterances.], batch size: 122, lr: 5.44e-04
2022-08-23 09:26:48,929 INFO [train.py:927] (3/8) Epoch 6, batch 4400, giga_loss[loss=0.2563, simple_loss=0.3293, pruned_loss=0.09167, over 12383.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03295, over 104.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3276, pruned_loss=0.08869, over 2473874.26 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07246, over 19944.67 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3107, pruned_loss=0.06952, over 2183323.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.07119, over 7167.33 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3296, pruned_loss=0.09121, over 2474773.70 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07267, over 21312.32 utterances.], batch size: 104, lr: 5.44e-04
2022-08-23 09:28:33,795 INFO [train.py:927] (3/8) Epoch 6, batch 4450, libri_loss[loss=0.2241, simple_loss=0.3135, pruned_loss=0.06735, over 12462.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007951, over 39.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3266, pruned_loss=0.08866, over 2474513.09 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07043, over 20244.95 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3105, pruned_loss=0.06938, over 2193466.16 frames. utt_duration=1218 frames, utt_pad_proportion=0.07015, over 7210.02 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3289, pruned_loss=0.09147, over 2475127.73 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07107, over 21752.96 utterances.], batch size: 39, lr: 5.44e-04
2022-08-23 09:30:19,756 INFO [train.py:927] (3/8) Epoch 6, batch 4500, giga_loss[loss=0.2365, simple_loss=0.3186, pruned_loss=0.07723, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.0317, over 85.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3257, pruned_loss=0.08894, over 2473945.29 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07436, over 20502.06 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3106, pruned_loss=0.0695, over 2198909.34 frames. utt_duration=1206 frames, utt_pad_proportion=0.07421, over 7303.78 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3277, pruned_loss=0.09141, over 2474535.52 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07351, over 21847.38 utterances.], batch size: 85, lr: 5.44e-04
2022-08-23 09:32:10,759 INFO [train.py:927] (3/8) Epoch 6, batch 4550, giga_loss[loss=0.2445, simple_loss=0.332, pruned_loss=0.07848, over 12358.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3241, pruned_loss=0.08806, over 2474511.81 frames. utt_duration=498 frames, utt_pad_proportion=0.071, over 19933.56 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3108, pruned_loss=0.0692, over 2204185.13 frames. utt_duration=1211 frames, utt_pad_proportion=0.07301, over 7287.86 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3259, pruned_loss=0.0906, over 2475148.67 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07087, over 21248.42 utterances.], batch size: 62, lr: 5.44e-04
2022-08-23 09:33:53,950 INFO [train.py:927] (3/8) Epoch 6, batch 4600, giga_loss[loss=0.2517, simple_loss=0.3286, pruned_loss=0.08741, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03155, over 97.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3246, pruned_loss=0.08721, over 2473768.83 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06608, over 19162.83 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3105, pruned_loss=0.06875, over 2212931.81 frames. utt_duration=1218 frames, utt_pad_proportion=0.0713, over 7279.17 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3266, pruned_loss=0.09017, over 2474779.05 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06678, over 20603.04 utterances.], batch size: 97, lr: 5.44e-04
2022-08-23 09:35:38,480 INFO [train.py:927] (3/8) Epoch 6, batch 4650, giga_loss[loss=0.2163, simple_loss=0.299, pruned_loss=0.06686, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3239, pruned_loss=0.0859, over 2474215.37 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06342, over 18677.55 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3106, pruned_loss=0.06857, over 2220372.16 frames. utt_duration=1225 frames, utt_pad_proportion=0.06955, over 7260.93 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3258, pruned_loss=0.08891, over 2475306.27 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06467, over 20167.85 utterances.], batch size: 45, lr: 5.44e-04
2022-08-23 09:37:27,199 INFO [train.py:927] (3/8) Epoch 6, batch 4700, giga_loss[loss=0.2347, simple_loss=0.3127, pruned_loss=0.07834, over 12439.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.03176, over 55.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3255, pruned_loss=0.088, over 2474153.90 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06961, over 19473.45 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3105, pruned_loss=0.06863, over 2225489.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.073, over 7334.51 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3274, pruned_loss=0.09063, over 2474947.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06904, over 20783.80 utterances.], batch size: 55, lr: 5.44e-04
2022-08-23 09:39:09,156 INFO [train.py:927] (3/8) Epoch 6, batch 4750, giga_loss[loss=0.2017, simple_loss=0.2891, pruned_loss=0.05713, over 12286.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.0344, over 28.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3256, pruned_loss=0.08915, over 2474318.81 frames. utt_duration=507 frames, utt_pad_proportion=0.07093, over 19576.77 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3101, pruned_loss=0.06844, over 2231532.55 frames. utt_duration=1219 frames, utt_pad_proportion=0.0715, over 7330.17 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3277, pruned_loss=0.09187, over 2475063.54 frames. utt_duration=475 frames, utt_pad_proportion=0.07087, over 20907.17 utterances.], batch size: 28, lr: 5.43e-04
2022-08-23 09:40:53,392 INFO [train.py:927] (3/8) Epoch 6, batch 4800, giga_loss[loss=0.2887, simple_loss=0.3571, pruned_loss=0.1102, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3261, pruned_loss=0.09048, over 2474822.25 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07076, over 19866.47 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3092, pruned_loss=0.06809, over 2238390.43 frames. utt_duration=1228 frames, utt_pad_proportion=0.06983, over 7302.68 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.329, pruned_loss=0.09351, over 2475719.92 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07123, over 21285.12 utterances.], batch size: 146, lr: 5.43e-04
2022-08-23 09:42:34,736 INFO [train.py:927] (3/8) Epoch 6, batch 4850, giga_loss[loss=0.2229, simple_loss=0.3149, pruned_loss=0.06541, over 12348.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3244, pruned_loss=0.08855, over 2473939.17 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07041, over 19522.53 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3084, pruned_loss=0.0678, over 2245053.09 frames. utt_duration=1236 frames, utt_pad_proportion=0.06835, over 7272.96 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3277, pruned_loss=0.09179, over 2474962.79 frames. utt_duration=472.4 frames, utt_pad_proportion=0.0713, over 21021.87 utterances.], batch size: 58, lr: 5.43e-04
2022-08-23 09:44:17,201 INFO [train.py:927] (3/8) Epoch 6, batch 4900, giga_loss[loss=0.2422, simple_loss=0.3268, pruned_loss=0.07879, over 12319.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02454, over 74.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.322, pruned_loss=0.08655, over 2474129.43 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06901, over 19357.39 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.308, pruned_loss=0.06758, over 2251887.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06663, over 7264.74 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3254, pruned_loss=0.08986, over 2474907.84 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07034, over 20890.37 utterances.], batch size: 74, lr: 5.43e-04
2022-08-23 09:46:06,073 INFO [train.py:927] (3/8) Epoch 6, batch 4950, giga_loss[loss=0.2442, simple_loss=0.3145, pruned_loss=0.08693, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02683, over 42.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3212, pruned_loss=0.08679, over 2474256.55 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06647, over 19168.04 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.308, pruned_loss=0.06754, over 2254216.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.06605, over 7266.11 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.324, pruned_loss=0.08958, over 2474770.70 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06787, over 20476.58 utterances.], batch size: 42, lr: 5.43e-04
2022-08-23 09:47:53,500 INFO [train.py:927] (3/8) Epoch 6, batch 5000, giga_loss[loss=0.3733, simple_loss=0.412, pruned_loss=0.1672, over 12370.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07062, over 211.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3251, pruned_loss=0.08885, over 2474621.06 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07028, over 19519.87 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3081, pruned_loss=0.06775, over 2259298.57 frames. utt_duration=1247 frames, utt_pad_proportion=0.06466, over 7256.47 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3276, pruned_loss=0.09139, over 2475407.85 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07166, over 20857.19 utterances.], batch size: 211, lr: 5.43e-04
2022-08-23 09:49:39,676 INFO [train.py:927] (3/8) Epoch 6, batch 5050, giga_loss[loss=0.2596, simple_loss=0.3402, pruned_loss=0.08946, over 12368.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3313, pruned_loss=0.0925, over 2474922.33 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07168, over 20133.72 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3081, pruned_loss=0.06784, over 2264100.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.06334, over 7243.13 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3339, pruned_loss=0.095, over 2476052.62 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07314, over 21507.66 utterances.], batch size: 113, lr: 5.43e-04
2022-08-23 09:51:20,518 INFO [train.py:927] (3/8) Epoch 6, batch 5100, giga_loss[loss=0.2426, simple_loss=0.3135, pruned_loss=0.08589, over 12434.00 frames. utt_duration=580 frames, utt_pad_proportion=0.0366, over 86.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3327, pruned_loss=0.09407, over 2475396.88 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07066, over 20180.39 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3079, pruned_loss=0.06784, over 2272096.47 frames. utt_duration=1259 frames, utt_pad_proportion=0.06128, over 7226.64 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3358, pruned_loss=0.09707, over 2476588.60 frames. utt_duration=456 frames, utt_pad_proportion=0.07263, over 21793.20 utterances.], batch size: 86, lr: 5.43e-04
2022-08-23 09:53:04,518 INFO [train.py:927] (3/8) Epoch 6, batch 5150, giga_loss[loss=0.2255, simple_loss=0.3094, pruned_loss=0.07086, over 12441.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3319, pruned_loss=0.09428, over 2474720.94 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06852, over 19556.13 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3083, pruned_loss=0.06798, over 2278127.78 frames. utt_duration=1246 frames, utt_pad_proportion=0.06537, over 7323.67 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3348, pruned_loss=0.09725, over 2475653.18 frames. utt_duration=471 frames, utt_pad_proportion=0.06921, over 21091.63 utterances.], batch size: 75, lr: 5.43e-04
2022-08-23 09:54:47,095 INFO [train.py:927] (3/8) Epoch 6, batch 5200, giga_loss[loss=0.2597, simple_loss=0.3265, pruned_loss=0.0964, over 12363.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3305, pruned_loss=0.09366, over 2474964.65 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07131, over 20022.66 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3092, pruned_loss=0.06804, over 2281728.69 frames. utt_duration=1249 frames, utt_pad_proportion=0.06434, over 7315.30 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3324, pruned_loss=0.09642, over 2475975.12 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07203, over 21474.93 utterances.], batch size: 97, lr: 5.43e-04
2022-08-23 09:56:30,245 INFO [train.py:927] (3/8) Epoch 6, batch 5250, libri_loss[loss=0.1996, simple_loss=0.2808, pruned_loss=0.05924, over 12239.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005299, over 31.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3291, pruned_loss=0.09265, over 2474403.80 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07329, over 19647.69 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3093, pruned_loss=0.06799, over 2287925.57 frames. utt_duration=1252 frames, utt_pad_proportion=0.06266, over 7320.21 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3312, pruned_loss=0.09572, over 2475644.04 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07438, over 21203.61 utterances.], batch size: 31, lr: 5.42e-04
2022-08-23 09:58:14,350 INFO [train.py:927] (3/8) Epoch 6, batch 5300, giga_loss[loss=0.2246, simple_loss=0.2993, pruned_loss=0.07493, over 12340.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03364, over 51.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3279, pruned_loss=0.09214, over 2474428.87 frames. utt_duration=504 frames, utt_pad_proportion=0.07274, over 19697.20 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3091, pruned_loss=0.06788, over 2292093.80 frames. utt_duration=1251 frames, utt_pad_proportion=0.06232, over 7338.03 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3302, pruned_loss=0.09529, over 2475848.55 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07384, over 21223.17 utterances.], batch size: 51, lr: 5.42e-04
2022-08-23 09:59:58,834 INFO [train.py:927] (3/8) Epoch 6, batch 5350, giga_loss[loss=0.2375, simple_loss=0.3236, pruned_loss=0.07565, over 12418.00 frames. utt_duration=857.6 frames, utt_pad_proportion=0.02772, over 58.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3278, pruned_loss=0.09162, over 2474472.76 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06711, over 19524.56 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3091, pruned_loss=0.0679, over 2292916.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.06206, over 7336.34 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3297, pruned_loss=0.09416, over 2475655.89 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06842, over 20769.22 utterances.], batch size: 58, lr: 5.42e-04
2022-08-23 10:01:44,707 INFO [train.py:927] (3/8) Epoch 6, batch 5400, giga_loss[loss=0.2453, simple_loss=0.313, pruned_loss=0.08877, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03136, over 80.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3291, pruned_loss=0.09303, over 2473457.18 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07397, over 19802.41 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3095, pruned_loss=0.06814, over 2296206.07 frames. utt_duration=1240 frames, utt_pad_proportion=0.06615, over 7413.71 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3307, pruned_loss=0.09528, over 2474676.06 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07344, over 20937.83 utterances.], batch size: 80, lr: 5.42e-04
2022-08-23 10:03:30,609 INFO [train.py:927] (3/8) Epoch 6, batch 5450, giga_loss[loss=0.2769, simple_loss=0.3479, pruned_loss=0.1029, over 12375.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06524, over 183.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3311, pruned_loss=0.09273, over 2473482.44 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07952, over 20651.90 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3101, pruned_loss=0.06826, over 2297189.04 frames. utt_duration=1241 frames, utt_pad_proportion=0.06586, over 7413.64 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3318, pruned_loss=0.09451, over 2474344.22 frames. utt_duration=459.6 frames, utt_pad_proportion=0.079, over 21603.34 utterances.], batch size: 183, lr: 5.42e-04
2022-08-23 10:05:13,624 INFO [train.py:927] (3/8) Epoch 6, batch 5500, giga_loss[loss=0.2607, simple_loss=0.3319, pruned_loss=0.09474, over 12334.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.0308, over 58.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3347, pruned_loss=0.09502, over 2473377.55 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08009, over 21181.78 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.31, pruned_loss=0.06824, over 2301389.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.06471, over 7385.59 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3358, pruned_loss=0.09697, over 2474204.49 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08008, over 22251.81 utterances.], batch size: 58, lr: 5.42e-04
2022-08-23 10:06:59,345 INFO [train.py:927] (3/8) Epoch 6, batch 5550, giga_loss[loss=0.2844, simple_loss=0.3447, pruned_loss=0.1121, over 12403.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03906, over 133.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3356, pruned_loss=0.09604, over 2474060.79 frames. utt_duration=470.6 frames, utt_pad_proportion=0.08055, over 21092.71 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3097, pruned_loss=0.06829, over 2304131.25 frames. utt_duration=1252 frames, utt_pad_proportion=0.06397, over 7367.89 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3371, pruned_loss=0.09791, over 2474557.18 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08078, over 22141.02 utterances.], batch size: 133, lr: 5.42e-04
2022-08-23 10:08:42,048 INFO [train.py:927] (3/8) Epoch 6, batch 5600, giga_loss[loss=0.3125, simple_loss=0.3559, pruned_loss=0.1346, over 12371.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3355, pruned_loss=0.09626, over 2474350.19 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08831, over 22385.87 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3098, pruned_loss=0.06839, over 2305902.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.06343, over 7372.21 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3368, pruned_loss=0.0979, over 2474668.46 frames. utt_duration=425.7 frames, utt_pad_proportion=0.0884, over 23335.65 utterances.], batch size: 370, lr: 5.42e-04
2022-08-23 10:10:27,122 INFO [train.py:927] (3/8) Epoch 6, batch 5650, libri_loss[loss=0.2293, simple_loss=0.3186, pruned_loss=0.07003, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006827, over 34.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3354, pruned_loss=0.09469, over 2474531.42 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08573, over 22595.56 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3097, pruned_loss=0.06832, over 2310801.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.06197, over 7350.21 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3373, pruned_loss=0.0968, over 2474878.18 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08649, over 23787.75 utterances.], batch size: 34, lr: 5.42e-04
2022-08-23 10:12:12,656 INFO [train.py:927] (3/8) Epoch 6, batch 5700, giga_loss[loss=0.2476, simple_loss=0.3248, pruned_loss=0.08515, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03047, over 75.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3363, pruned_loss=0.09573, over 2475006.08 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08565, over 22799.25 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3102, pruned_loss=0.06877, over 2314924.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.06473, over 7422.99 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.338, pruned_loss=0.09767, over 2475218.59 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08575, over 24053.80 utterances.], batch size: 75, lr: 5.42e-04
2022-08-23 10:13:57,795 INFO [train.py:927] (3/8) Epoch 6, batch 5750, libri_loss[loss=0.2063, simple_loss=0.2959, pruned_loss=0.05834, over 12295.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005333, over 32.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3343, pruned_loss=0.09519, over 2475185.04 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08658, over 22855.00 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3105, pruned_loss=0.06884, over 2317115.08 frames. utt_duration=1239 frames, utt_pad_proportion=0.06767, over 7490.91 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3358, pruned_loss=0.09705, over 2475546.22 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08601, over 24007.47 utterances.], batch size: 32, lr: 5.41e-04
2022-08-23 10:15:43,971 INFO [train.py:927] (3/8) Epoch 6, batch 5800, giga_loss[loss=0.2755, simple_loss=0.3248, pruned_loss=0.113, over 12351.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2062, over 370.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3315, pruned_loss=0.0934, over 2475213.75 frames. utt_duration=449.5 frames, utt_pad_proportion=0.087, over 22097.48 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.311, pruned_loss=0.06911, over 2322498.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.06577, over 7473.03 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3329, pruned_loss=0.09545, over 2475586.90 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08718, over 23508.53 utterances.], batch size: 370, lr: 5.41e-04
2022-08-23 10:17:27,656 INFO [train.py:927] (3/8) Epoch 6, batch 5850, giga_loss[loss=0.2214, simple_loss=0.312, pruned_loss=0.06533, over 12362.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02901, over 66.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3296, pruned_loss=0.09296, over 2474641.68 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08488, over 21985.09 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3104, pruned_loss=0.06885, over 2326771.91 frames. utt_duration=1251 frames, utt_pad_proportion=0.06421, over 7449.11 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3317, pruned_loss=0.09547, over 2475168.62 frames. utt_duration=422.2 frames, utt_pad_proportion=0.08577, over 23529.79 utterances.], batch size: 66, lr: 5.41e-04
2022-08-23 10:19:10,310 INFO [train.py:927] (3/8) Epoch 6, batch 5900, libri_loss[loss=0.2012, simple_loss=0.2797, pruned_loss=0.06131, over 12197.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007983, over 30.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3269, pruned_loss=0.09053, over 2474705.59 frames. utt_duration=428.8 frames, utt_pad_proportion=0.08793, over 23162.26 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3104, pruned_loss=0.06893, over 2328893.42 frames. utt_duration=1254 frames, utt_pad_proportion=0.06344, over 7436.41 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3289, pruned_loss=0.09277, over 2475225.38 frames. utt_duration=403.9 frames, utt_pad_proportion=0.08874, over 24602.96 utterances.], batch size: 30, lr: 5.41e-04
2022-08-23 10:20:57,482 INFO [train.py:927] (3/8) Epoch 6, batch 5950, libri_loss[loss=0.2165, simple_loss=0.334, pruned_loss=0.04951, over 12285.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006343, over 32.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3257, pruned_loss=0.0895, over 2474316.51 frames. utt_duration=423.6 frames, utt_pad_proportion=0.0878, over 23446.21 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3104, pruned_loss=0.06867, over 2331865.77 frames. utt_duration=1260 frames, utt_pad_proportion=0.06221, over 7412.70 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3276, pruned_loss=0.09198, over 2475309.27 frames. utt_duration=397.8 frames, utt_pad_proportion=0.08889, over 24979.85 utterances.], batch size: 32, lr: 5.41e-04
2022-08-23 10:22:39,056 INFO [train.py:927] (3/8) Epoch 6, batch 6000, giga_loss[loss=0.2312, simple_loss=0.3044, pruned_loss=0.07905, over 12387.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03732, over 113.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3214, pruned_loss=0.08705, over 2474630.43 frames. utt_duration=449 frames, utt_pad_proportion=0.08547, over 22117.26 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3103, pruned_loss=0.06875, over 2338304.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.06262, over 7492.49 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3235, pruned_loss=0.08984, over 2475319.33 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08681, over 23924.05 utterances.], batch size: 113, lr: 5.41e-04
2022-08-23 10:22:39,057 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 10:22:52,686 INFO [train.py:967] (3/8) 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 10:24:35,903 INFO [train.py:927] (3/8) Epoch 6, batch 6050, giga_loss[loss=0.2635, simple_loss=0.3343, pruned_loss=0.09636, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03188, over 97.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3227, pruned_loss=0.08735, over 2474342.12 frames. utt_duration=456.3 frames, utt_pad_proportion=0.08452, over 21758.87 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3105, pruned_loss=0.06893, over 2340639.86 frames. utt_duration=1250 frames, utt_pad_proportion=0.06198, over 7499.72 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3245, pruned_loss=0.08975, over 2475207.45 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08601, over 23450.77 utterances.], batch size: 97, lr: 5.41e-04
2022-08-23 10:26:17,386 INFO [train.py:927] (3/8) Epoch 6, batch 6100, giga_loss[loss=0.2379, simple_loss=0.3118, pruned_loss=0.08201, over 12368.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03124, over 97.00 utterances.], tot_loss[loss=0.249, simple_loss=0.323, pruned_loss=0.08746, over 2474595.92 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07939, over 21362.20 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3106, pruned_loss=0.06921, over 2346985.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.05959, over 7489.73 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3249, pruned_loss=0.09001, over 2475482.91 frames. utt_duration=425 frames, utt_pad_proportion=0.08199, over 23381.82 utterances.], batch size: 97, lr: 5.41e-04
2022-08-23 10:28:01,810 INFO [train.py:927] (3/8) Epoch 6, batch 6150, giga_loss[loss=0.2438, simple_loss=0.3291, pruned_loss=0.0792, over 12376.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03494, over 122.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.324, pruned_loss=0.08856, over 2474315.83 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07984, over 21758.51 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3107, pruned_loss=0.0694, over 2349971.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.05951, over 7520.04 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3258, pruned_loss=0.09085, over 2475167.39 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0821, over 23671.66 utterances.], batch size: 122, lr: 5.41e-04
2022-08-23 10:29:46,623 INFO [train.py:927] (3/8) Epoch 6, batch 6200, giga_loss[loss=0.2731, simple_loss=0.3481, pruned_loss=0.09911, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03561, over 113.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3261, pruned_loss=0.08981, over 2474231.53 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07998, over 22195.75 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3107, pruned_loss=0.06936, over 2353094.60 frames. utt_duration=1254 frames, utt_pad_proportion=0.05848, over 7512.10 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3279, pruned_loss=0.09212, over 2474862.48 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08216, over 24048.77 utterances.], batch size: 113, lr: 5.41e-04
2022-08-23 10:31:32,545 INFO [train.py:927] (3/8) Epoch 6, batch 6250, giga_loss[loss=0.2653, simple_loss=0.3405, pruned_loss=0.0951, over 12361.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03624, over 122.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3284, pruned_loss=0.09177, over 2474146.92 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07911, over 21644.96 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3105, pruned_loss=0.06922, over 2355123.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.05759, over 7500.00 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3302, pruned_loss=0.0941, over 2474980.16 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08133, over 23387.10 utterances.], batch size: 122, lr: 5.40e-04
2022-08-23 10:33:19,826 INFO [train.py:927] (3/8) Epoch 6, batch 6300, giga_loss[loss=0.2556, simple_loss=0.3338, pruned_loss=0.08872, over 12452.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03518, over 105.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3294, pruned_loss=0.09113, over 2474000.13 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07482, over 21260.72 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3106, pruned_loss=0.06919, over 2357762.71 frames. utt_duration=1248 frames, utt_pad_proportion=0.05907, over 7566.65 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3312, pruned_loss=0.09353, over 2474949.31 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07668, over 22909.58 utterances.], batch size: 105, lr: 5.40e-04
2022-08-23 10:35:07,168 INFO [train.py:927] (3/8) Epoch 6, batch 6350, giga_loss[loss=0.2316, simple_loss=0.3158, pruned_loss=0.07367, over 12448.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04096, over 114.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3288, pruned_loss=0.09159, over 2474598.16 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07791, over 21514.14 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3105, pruned_loss=0.06906, over 2361430.16 frames. utt_duration=1253 frames, utt_pad_proportion=0.05768, over 7545.95 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3308, pruned_loss=0.09423, over 2475165.78 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07976, over 23233.04 utterances.], batch size: 114, lr: 5.40e-04
2022-08-23 10:36:50,794 INFO [train.py:927] (3/8) Epoch 6, batch 6400, giga_loss[loss=0.2335, simple_loss=0.2998, pruned_loss=0.08362, over 12347.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3273, pruned_loss=0.09104, over 2474301.46 frames. utt_duration=462 frames, utt_pad_proportion=0.08258, over 21490.80 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3104, pruned_loss=0.06911, over 2366641.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06134, over 7630.27 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3298, pruned_loss=0.09412, over 2475019.89 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08301, over 23415.58 utterances.], batch size: 97, lr: 5.40e-04
2022-08-23 10:38:34,442 INFO [train.py:927] (3/8) Epoch 6, batch 6450, giga_loss[loss=0.2234, simple_loss=0.2916, pruned_loss=0.07763, over 12323.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03599, over 51.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3256, pruned_loss=0.09039, over 2474901.05 frames. utt_duration=471 frames, utt_pad_proportion=0.07918, over 21081.22 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3096, pruned_loss=0.06869, over 2369049.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.06019, over 7602.79 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3287, pruned_loss=0.09368, over 2475699.56 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08021, over 22935.78 utterances.], batch size: 51, lr: 5.40e-04
2022-08-23 10:40:14,675 INFO [train.py:927] (3/8) Epoch 6, batch 6500, giga_loss[loss=0.2647, simple_loss=0.33, pruned_loss=0.09972, over 12354.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.05066, over 31.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3261, pruned_loss=0.09183, over 2474745.06 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08735, over 21821.95 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3096, pruned_loss=0.06897, over 2371507.37 frames. utt_duration=1241 frames, utt_pad_proportion=0.06373, over 7656.01 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3288, pruned_loss=0.09466, over 2475516.12 frames. utt_duration=422 frames, utt_pad_proportion=0.08667, over 23543.83 utterances.], batch size: 31, lr: 5.40e-04
2022-08-23 10:42:01,775 INFO [train.py:927] (3/8) Epoch 6, batch 6550, libri_loss[loss=0.1767, simple_loss=0.2498, pruned_loss=0.05179, over 12223.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.00853, over 29.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3262, pruned_loss=0.09131, over 2475272.93 frames. utt_duration=472.3 frames, utt_pad_proportion=0.08169, over 21028.50 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3092, pruned_loss=0.0688, over 2374628.60 frames. utt_duration=1247 frames, utt_pad_proportion=0.0623, over 7624.66 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3293, pruned_loss=0.0944, over 2475841.83 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08214, over 22834.73 utterances.], batch size: 29, lr: 5.40e-04
2022-08-23 10:43:41,782 INFO [train.py:927] (3/8) Epoch 6, batch 6600, giga_loss[loss=0.2834, simple_loss=0.3429, pruned_loss=0.112, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07233, over 212.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3265, pruned_loss=0.09178, over 2475755.46 frames. utt_duration=467 frames, utt_pad_proportion=0.08221, over 21273.84 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3086, pruned_loss=0.06838, over 2378044.50 frames. utt_duration=1250 frames, utt_pad_proportion=0.0617, over 7617.22 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.33, pruned_loss=0.09531, over 2476248.75 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08285, over 23142.26 utterances.], batch size: 212, lr: 5.40e-04
2022-08-23 10:45:23,122 INFO [train.py:927] (3/8) Epoch 6, batch 6650, giga_loss[loss=0.3116, simple_loss=0.3557, pruned_loss=0.1338, over 12363.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3262, pruned_loss=0.09166, over 2475170.66 frames. utt_duration=470.2 frames, utt_pad_proportion=0.08292, over 21122.63 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3082, pruned_loss=0.06817, over 2380763.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.06024, over 7594.06 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3298, pruned_loss=0.09531, over 2475726.77 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08396, over 23011.66 utterances.], batch size: 369, lr: 5.40e-04
2022-08-23 10:47:06,008 INFO [train.py:927] (3/8) Epoch 6, batch 6700, giga_loss[loss=0.2753, simple_loss=0.3418, pruned_loss=0.1044, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03885, over 133.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3268, pruned_loss=0.0918, over 2475525.25 frames. utt_duration=468.3 frames, utt_pad_proportion=0.08168, over 21213.06 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.308, pruned_loss=0.06794, over 2382889.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05928, over 7575.35 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3302, pruned_loss=0.09531, over 2475746.02 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08297, over 22968.17 utterances.], batch size: 133, lr: 5.40e-04
2022-08-23 10:48:49,933 INFO [train.py:927] (3/8) Epoch 6, batch 6750, giga_loss[loss=0.229, simple_loss=0.3116, pruned_loss=0.07314, over 12351.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0305, over 85.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3287, pruned_loss=0.09355, over 2475047.77 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08298, over 21418.28 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3079, pruned_loss=0.06796, over 2384046.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.05859, over 7562.74 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3317, pruned_loss=0.09665, over 2475434.83 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08425, over 23008.70 utterances.], batch size: 85, lr: 5.39e-04
2022-08-23 10:50:32,598 INFO [train.py:927] (3/8) Epoch 6, batch 6800, libri_loss[loss=0.2408, simple_loss=0.3402, pruned_loss=0.07068, over 12313.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01884, over 41.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3297, pruned_loss=0.09323, over 2473888.86 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08667, over 21714.70 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3074, pruned_loss=0.06764, over 2385657.25 frames. utt_duration=1269 frames, utt_pad_proportion=0.05771, over 7530.16 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.333, pruned_loss=0.09658, over 2474784.71 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08788, over 23340.33 utterances.], batch size: 41, lr: 5.39e-04
2022-08-23 10:52:18,911 INFO [train.py:927] (3/8) Epoch 6, batch 6850, giga_loss[loss=0.297, simple_loss=0.3557, pruned_loss=0.1191, over 12363.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04253, over 133.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3292, pruned_loss=0.09227, over 2473417.63 frames. utt_duration=461.2 frames, utt_pad_proportion=0.08325, over 21521.14 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3075, pruned_loss=0.0674, over 2387145.28 frames. utt_duration=1274 frames, utt_pad_proportion=0.05691, over 7505.73 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3321, pruned_loss=0.09562, over 2474352.19 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08482, over 23103.33 utterances.], batch size: 133, lr: 5.39e-04
2022-08-23 10:54:00,626 INFO [train.py:927] (3/8) Epoch 6, batch 6900, libri_loss[loss=0.221, simple_loss=0.3028, pruned_loss=0.06962, over 12182.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005849, over 33.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3291, pruned_loss=0.09182, over 2473177.30 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07846, over 20401.53 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3078, pruned_loss=0.06737, over 2389746.83 frames. utt_duration=1277 frames, utt_pad_proportion=0.05542, over 7492.20 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3319, pruned_loss=0.09532, over 2474312.34 frames. utt_duration=448.9 frames, utt_pad_proportion=0.08082, over 22121.73 utterances.], batch size: 33, lr: 5.39e-04
2022-08-23 10:55:48,572 INFO [train.py:927] (3/8) Epoch 6, batch 6950, giga_loss[loss=0.2679, simple_loss=0.3291, pruned_loss=0.1033, over 12383.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03285, over 122.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3287, pruned_loss=0.09256, over 2473853.47 frames. utt_duration=490.2 frames, utt_pad_proportion=0.08068, over 20248.85 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3076, pruned_loss=0.06742, over 2392323.22 frames. utt_duration=1265 frames, utt_pad_proportion=0.05966, over 7576.34 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3317, pruned_loss=0.09599, over 2474709.60 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08151, over 21901.68 utterances.], batch size: 122, lr: 5.39e-04
2022-08-23 10:57:34,024 INFO [train.py:927] (3/8) Epoch 6, batch 7000, giga_loss[loss=0.2234, simple_loss=0.3059, pruned_loss=0.07041, over 12328.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04623, over 26.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3301, pruned_loss=0.09374, over 2474119.75 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07702, over 20105.85 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3075, pruned_loss=0.06739, over 2393075.88 frames. utt_duration=1266 frames, utt_pad_proportion=0.05918, over 7570.57 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3328, pruned_loss=0.09672, over 2474856.53 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07813, over 21529.75 utterances.], batch size: 26, lr: 5.39e-04
2022-08-23 10:59:15,448 INFO [train.py:927] (3/8) Epoch 6, batch 7050, giga_loss[loss=0.2471, simple_loss=0.3245, pruned_loss=0.0848, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03017, over 97.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3297, pruned_loss=0.09311, over 2474394.60 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07325, over 19947.69 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.307, pruned_loss=0.06713, over 2395974.17 frames. utt_duration=1273 frames, utt_pad_proportion=0.05742, over 7540.47 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3331, pruned_loss=0.09665, over 2475222.61 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07513, over 21555.94 utterances.], batch size: 97, lr: 5.39e-04
2022-08-23 11:00:59,202 INFO [train.py:927] (3/8) Epoch 6, batch 7100, giga_loss[loss=0.2609, simple_loss=0.3342, pruned_loss=0.09376, over 12387.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02964, over 97.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3294, pruned_loss=0.09222, over 2474165.80 frames. utt_duration=504 frames, utt_pad_proportion=0.07195, over 19693.03 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3072, pruned_loss=0.06732, over 2397115.51 frames. utt_duration=1270 frames, utt_pad_proportion=0.05764, over 7559.11 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3321, pruned_loss=0.0952, over 2474838.89 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07356, over 21117.18 utterances.], batch size: 97, lr: 5.39e-04
2022-08-23 11:02:42,687 INFO [train.py:927] (3/8) Epoch 6, batch 7150, giga_loss[loss=0.2475, simple_loss=0.3251, pruned_loss=0.08497, over 12308.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03221, over 51.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3291, pruned_loss=0.09212, over 2475165.57 frames. utt_duration=502 frames, utt_pad_proportion=0.07019, over 19782.82 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.307, pruned_loss=0.06715, over 2399365.74 frames. utt_duration=1276 frames, utt_pad_proportion=0.0566, over 7527.91 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3321, pruned_loss=0.09533, over 2475744.55 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07204, over 21296.43 utterances.], batch size: 51, lr: 5.39e-04
2022-08-23 11:04:27,807 INFO [train.py:927] (3/8) Epoch 6, batch 7200, giga_loss[loss=0.2188, simple_loss=0.3026, pruned_loss=0.06753, over 12382.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02987, over 58.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3282, pruned_loss=0.09218, over 2475728.79 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06878, over 20084.72 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3069, pruned_loss=0.06719, over 2400131.74 frames. utt_duration=1278 frames, utt_pad_proportion=0.05614, over 7521.64 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3309, pruned_loss=0.09489, over 2476184.10 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07049, over 21388.56 utterances.], batch size: 58, lr: 5.39e-04
2022-08-23 11:06:13,537 INFO [train.py:927] (3/8) Epoch 6, batch 7250, giga_loss[loss=0.2831, simple_loss=0.3314, pruned_loss=0.1174, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3238, pruned_loss=0.09029, over 2475074.79 frames. utt_duration=496 frames, utt_pad_proportion=0.07157, over 20019.43 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3069, pruned_loss=0.06728, over 2401427.38 frames. utt_duration=1279 frames, utt_pad_proportion=0.05538, over 7517.15 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3263, pruned_loss=0.09277, over 2475606.54 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07306, over 21260.02 utterances.], batch size: 369, lr: 5.38e-04
2022-08-23 11:07:59,973 INFO [train.py:927] (3/8) Epoch 6, batch 7300, libri_loss[loss=0.2383, simple_loss=0.3343, pruned_loss=0.07111, over 12195.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008206, over 30.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3234, pruned_loss=0.08999, over 2474399.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06614, over 19433.64 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3075, pruned_loss=0.06731, over 2402990.79 frames. utt_duration=1285 frames, utt_pad_proportion=0.05437, over 7488.49 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3251, pruned_loss=0.09246, over 2475069.08 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06808, over 20728.39 utterances.], batch size: 30, lr: 5.38e-04
2022-08-23 11:09:43,393 INFO [train.py:927] (3/8) Epoch 6, batch 7350, giga_loss[loss=0.2251, simple_loss=0.3098, pruned_loss=0.07015, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3236, pruned_loss=0.08798, over 2474667.61 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06931, over 20723.65 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3082, pruned_loss=0.06736, over 2404096.37 frames. utt_duration=1287 frames, utt_pad_proportion=0.05348, over 7480.81 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3247, pruned_loss=0.09028, over 2475452.86 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07093, over 21963.55 utterances.], batch size: 97, lr: 5.38e-04
2022-08-23 11:11:25,675 INFO [train.py:927] (3/8) Epoch 6, batch 7400, libri_loss[loss=0.2169, simple_loss=0.3108, pruned_loss=0.06146, over 12353.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01483, over 41.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.321, pruned_loss=0.08478, over 2475524.04 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06968, over 21622.51 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3078, pruned_loss=0.06739, over 2406211.56 frames. utt_duration=1291 frames, utt_pad_proportion=0.05238, over 7463.65 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3226, pruned_loss=0.08712, over 2476163.57 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07139, over 23020.60 utterances.], batch size: 41, lr: 5.38e-04
2022-08-23 11:13:10,597 INFO [train.py:927] (3/8) Epoch 6, batch 7450, giga_loss[loss=0.2253, simple_loss=0.319, pruned_loss=0.06579, over 12474.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.027, over 55.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3178, pruned_loss=0.08057, over 2475424.97 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07237, over 21507.87 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3079, pruned_loss=0.06741, over 2408462.35 frames. utt_duration=1284 frames, utt_pad_proportion=0.05294, over 7511.23 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3193, pruned_loss=0.08291, over 2476057.16 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07364, over 23038.61 utterances.], batch size: 55, lr: 5.38e-04
2022-08-23 11:14:49,341 INFO [train.py:927] (3/8) Epoch 6, batch 7500, giga_loss[loss=0.2564, simple_loss=0.3209, pruned_loss=0.09592, over 12365.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3172, pruned_loss=0.07896, over 2475877.35 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07233, over 21846.04 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3077, pruned_loss=0.06727, over 2410025.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.0521, over 7507.68 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3188, pruned_loss=0.08121, over 2476467.10 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07366, over 23383.68 utterances.], batch size: 258, lr: 5.38e-04
2022-08-23 11:16:30,359 INFO [train.py:927] (3/8) Epoch 6, batch 7550, giga_loss[loss=0.2133, simple_loss=0.2971, pruned_loss=0.06472, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03108, over 97.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3149, pruned_loss=0.07722, over 2476097.34 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07258, over 22321.26 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3078, pruned_loss=0.06728, over 2410159.77 frames. utt_duration=1286 frames, utt_pad_proportion=0.05189, over 7503.14 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3161, pruned_loss=0.07902, over 2476711.49 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07368, over 23583.67 utterances.], batch size: 97, lr: 5.38e-04
2022-08-23 11:18:09,761 INFO [train.py:927] (3/8) Epoch 6, batch 7600, giga_loss[loss=0.2242, simple_loss=0.3074, pruned_loss=0.07047, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3144, pruned_loss=0.07653, over 2476224.86 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07382, over 23420.41 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3084, pruned_loss=0.06743, over 2411113.65 frames. utt_duration=1278 frames, utt_pad_proportion=0.05301, over 7556.46 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3149, pruned_loss=0.07794, over 2476753.39 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07441, over 24587.36 utterances.], batch size: 85, lr: 5.38e-04
2022-08-23 11:19:53,330 INFO [train.py:927] (3/8) Epoch 6, batch 7650, giga_loss[loss=0.1921, simple_loss=0.2722, pruned_loss=0.05603, over 12346.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1759, over 356.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3121, pruned_loss=0.07472, over 2476406.85 frames. utt_duration=419.9 frames, utt_pad_proportion=0.07285, over 23670.46 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3083, pruned_loss=0.06742, over 2412061.73 frames. utt_duration=1280 frames, utt_pad_proportion=0.05242, over 7549.09 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3127, pruned_loss=0.07597, over 2476855.05 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07358, over 24814.51 utterances.], batch size: 356, lr: 5.38e-04
2022-08-23 11:21:34,099 INFO [train.py:927] (3/8) Epoch 6, batch 7700, giga_loss[loss=0.2189, simple_loss=0.3023, pruned_loss=0.06772, over 12434.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03665, over 123.00 utterances.], tot_loss[loss=0.227, simple_loss=0.309, pruned_loss=0.0725, over 2475988.85 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07076, over 23409.00 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3082, pruned_loss=0.0674, over 2414171.65 frames. utt_duration=1269 frames, utt_pad_proportion=0.05543, over 7618.90 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3097, pruned_loss=0.07374, over 2476742.49 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07075, over 24839.11 utterances.], batch size: 123, lr: 5.38e-04
2022-08-23 11:23:16,824 INFO [train.py:927] (3/8) Epoch 6, batch 7750, giga_loss[loss=0.194, simple_loss=0.2843, pruned_loss=0.0518, over 12356.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3073, pruned_loss=0.07205, over 2476975.18 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06922, over 23791.98 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3079, pruned_loss=0.06741, over 2415136.35 frames. utt_duration=1272 frames, utt_pad_proportion=0.05481, over 7602.66 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.308, pruned_loss=0.07309, over 2477545.72 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06951, over 25139.93 utterances.], batch size: 70, lr: 5.38e-04
2022-08-23 11:25:07,767 INFO [train.py:927] (3/8) Epoch 6, batch 7800, libri_loss[loss=0.2319, simple_loss=0.3062, pruned_loss=0.07877, over 12229.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006334, over 31.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3092, pruned_loss=0.07242, over 2477245.67 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07244, over 24641.19 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3085, pruned_loss=0.06761, over 2417601.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.05353, over 7613.00 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3093, pruned_loss=0.07327, over 2477701.25 frames. utt_duration=378.2 frames, utt_pad_proportion=0.073, over 26307.68 utterances.], batch size: 31, lr: 5.37e-04
2022-08-23 11:27:14,932 INFO [train.py:927] (3/8) Epoch 6, batch 7850, giga_loss[loss=0.2355, simple_loss=0.3136, pruned_loss=0.07872, over 12446.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03545, over 105.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3099, pruned_loss=0.07255, over 2477790.36 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06979, over 25104.19 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3087, pruned_loss=0.06794, over 2418199.58 frames. utt_duration=1273 frames, utt_pad_proportion=0.0531, over 7608.87 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3098, pruned_loss=0.07298, over 2478146.93 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07052, over 26569.57 utterances.], batch size: 105, lr: 5.37e-04
2022-08-23 11:29:07,952 INFO [train.py:927] (3/8) Epoch 6, batch 7900, giga_loss[loss=0.1908, simple_loss=0.2858, pruned_loss=0.0479, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02754, over 48.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3076, pruned_loss=0.0706, over 2477561.88 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06822, over 25034.08 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3083, pruned_loss=0.06775, over 2419493.28 frames. utt_duration=1278 frames, utt_pad_proportion=0.05211, over 7581.95 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3079, pruned_loss=0.0712, over 2477980.05 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06922, over 26625.63 utterances.], batch size: 48, lr: 5.37e-04
2022-08-23 11:31:15,029 INFO [train.py:927] (3/8) Epoch 6, batch 7950, giga_loss[loss=0.2043, simple_loss=0.2891, pruned_loss=0.0598, over 12476.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 86.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3041, pruned_loss=0.06871, over 2477298.31 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06912, over 24989.60 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3082, pruned_loss=0.0677, over 2420589.20 frames. utt_duration=1277 frames, utt_pad_proportion=0.05163, over 7588.32 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3044, pruned_loss=0.06927, over 2477939.45 frames. utt_duration=373.3 frames, utt_pad_proportion=0.0701, over 26650.10 utterances.], batch size: 86, lr: 5.37e-04
2022-08-23 11:33:06,442 INFO [train.py:927] (3/8) Epoch 6, batch 8000, giga_loss[loss=0.251, simple_loss=0.3364, pruned_loss=0.08279, over 12427.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04895, over 147.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3031, pruned_loss=0.06771, over 2477699.33 frames. utt_duration=396 frames, utt_pad_proportion=0.06764, over 25106.57 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3081, pruned_loss=0.0677, over 2421383.06 frames. utt_duration=1279 frames, utt_pad_proportion=0.05137, over 7584.56 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3033, pruned_loss=0.06816, over 2478257.36 frames. utt_duration=373 frames, utt_pad_proportion=0.06862, over 26668.47 utterances.], batch size: 147, lr: 5.37e-04
2022-08-23 11:35:21,006 INFO [train.py:927] (3/8) Epoch 6, batch 8050, giga_loss[loss=0.1775, simple_loss=0.2713, pruned_loss=0.04182, over 12322.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02644, over 74.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3038, pruned_loss=0.06742, over 2477234.35 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06988, over 25944.10 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3084, pruned_loss=0.0677, over 2421459.15 frames. utt_duration=1279 frames, utt_pad_proportion=0.05117, over 7579.63 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3037, pruned_loss=0.06777, over 2477874.34 frames. utt_duration=364.8 frames, utt_pad_proportion=0.07061, over 27262.85 utterances.], batch size: 74, lr: 5.37e-04
2022-08-23 11:37:20,081 INFO [train.py:927] (3/8) Epoch 6, batch 8100, giga_loss[loss=0.1958, simple_loss=0.2855, pruned_loss=0.05309, over 12419.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03948, over 133.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3032, pruned_loss=0.06716, over 2476999.94 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07095, over 25516.17 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3088, pruned_loss=0.0678, over 2422430.19 frames. utt_duration=1272 frames, utt_pad_proportion=0.05401, over 7628.12 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3026, pruned_loss=0.06731, over 2478100.35 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07091, over 27015.61 utterances.], batch size: 133, lr: 5.37e-04
2022-08-23 11:39:17,598 INFO [train.py:927] (3/8) Epoch 6, batch 8150, libri_loss[loss=0.2054, simple_loss=0.2917, pruned_loss=0.05955, over 12211.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.00741, over 31.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3054, pruned_loss=0.06686, over 2477281.38 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06909, over 25062.09 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3085, pruned_loss=0.06771, over 2424318.68 frames. utt_duration=1270 frames, utt_pad_proportion=0.05368, over 7644.09 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.305, pruned_loss=0.06706, over 2478427.43 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06944, over 26891.77 utterances.], batch size: 31, lr: 5.37e-04
2022-08-23 11:41:20,687 INFO [train.py:927] (3/8) Epoch 6, batch 8200, giga_loss[loss=0.2154, simple_loss=0.3097, pruned_loss=0.0605, over 12353.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.034, over 51.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3056, pruned_loss=0.06557, over 2477504.05 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06879, over 24679.84 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3084, pruned_loss=0.06772, over 2425400.39 frames. utt_duration=1271 frames, utt_pad_proportion=0.05317, over 7643.35 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3053, pruned_loss=0.0657, over 2478395.90 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06927, over 26415.99 utterances.], batch size: 51, lr: 5.37e-04
2022-08-23 11:43:22,871 INFO [train.py:927] (3/8) Epoch 6, batch 8250, libri_loss[loss=0.2621, simple_loss=0.3482, pruned_loss=0.088, over 12431.00 frames. utt_duration=419.3 frames, utt_pad_proportion=0.3469, over 119.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3051, pruned_loss=0.06534, over 2477607.26 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06933, over 24345.51 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3085, pruned_loss=0.06792, over 2426868.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.05688, over 7708.80 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3047, pruned_loss=0.06518, over 2478626.60 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06876, over 26219.77 utterances.], batch size: 119, lr: 5.37e-04
2022-08-23 11:45:51,439 INFO [train.py:927] (3/8) Epoch 6, batch 8300, giga_loss[loss=0.2206, simple_loss=0.2997, pruned_loss=0.07074, over 12335.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03409, over 51.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3053, pruned_loss=0.06635, over 2477111.38 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06861, over 23779.80 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3085, pruned_loss=0.06798, over 2428531.32 frames. utt_duration=1251 frames, utt_pad_proportion=0.0603, over 7771.81 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3049, pruned_loss=0.0661, over 2477785.05 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06731, over 25661.21 utterances.], batch size: 51, lr: 5.36e-04
2022-08-23 11:47:56,782 INFO [train.py:927] (3/8) Epoch 6, batch 8350, giga_loss[loss=0.2063, simple_loss=0.286, pruned_loss=0.06328, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03442, over 40.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3026, pruned_loss=0.06594, over 2477616.77 frames. utt_duration=413.2 frames, utt_pad_proportion=0.071, over 24051.61 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3084, pruned_loss=0.06793, over 2429891.18 frames. utt_duration=1252 frames, utt_pad_proportion=0.05942, over 7770.66 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3022, pruned_loss=0.06576, over 2478014.60 frames. utt_duration=383.5 frames, utt_pad_proportion=0.0701, over 25925.23 utterances.], batch size: 40, lr: 5.36e-04
2022-08-23 11:50:03,057 INFO [train.py:927] (3/8) Epoch 6, batch 8400, giga_loss[loss=0.238, simple_loss=0.3171, pruned_loss=0.07945, over 12377.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04034, over 113.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3016, pruned_loss=0.06533, over 2477532.66 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07516, over 25216.07 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3092, pruned_loss=0.06791, over 2430106.71 frames. utt_duration=1255 frames, utt_pad_proportion=0.05876, over 7753.20 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3005, pruned_loss=0.06517, over 2478301.48 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07445, over 26940.21 utterances.], batch size: 113, lr: 5.36e-04
2022-08-23 11:52:04,256 INFO [train.py:927] (3/8) Epoch 6, batch 8450, giga_loss[loss=0.2197, simple_loss=0.3002, pruned_loss=0.0696, over 12387.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03691, over 113.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3025, pruned_loss=0.06625, over 2477532.40 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07217, over 24889.36 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3088, pruned_loss=0.06773, over 2430458.51 frames. utt_duration=1260 frames, utt_pad_proportion=0.05794, over 7723.37 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3019, pruned_loss=0.06623, over 2478649.43 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07203, over 26573.49 utterances.], batch size: 113, lr: 5.36e-04
2022-08-23 11:54:04,751 INFO [train.py:927] (3/8) Epoch 6, batch 8500, giga_loss[loss=0.2438, simple_loss=0.3228, pruned_loss=0.08238, over 12380.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06742, over 211.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3024, pruned_loss=0.06693, over 2477638.29 frames. utt_duration=403.2 frames, utt_pad_proportion=0.07314, over 24651.32 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3087, pruned_loss=0.06775, over 2431760.88 frames. utt_duration=1251 frames, utt_pad_proportion=0.06083, over 7784.27 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3017, pruned_loss=0.06685, over 2478849.64 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07228, over 26491.23 utterances.], batch size: 211, lr: 5.36e-04
2022-08-23 11:56:19,662 INFO [train.py:927] (3/8) Epoch 6, batch 8550, giga_loss[loss=0.2375, simple_loss=0.3236, pruned_loss=0.07576, over 12404.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02654, over 85.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3038, pruned_loss=0.06694, over 2477789.23 frames. utt_duration=408.6 frames, utt_pad_proportion=0.07163, over 24329.55 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.309, pruned_loss=0.06786, over 2433085.19 frames. utt_duration=1242 frames, utt_pad_proportion=0.06323, over 7845.95 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3028, pruned_loss=0.06675, over 2479005.83 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07053, over 26287.69 utterances.], batch size: 85, lr: 5.36e-04
2022-08-23 11:58:35,312 INFO [train.py:927] (3/8) Epoch 6, batch 8600, giga_loss[loss=0.2006, simple_loss=0.2839, pruned_loss=0.05868, over 12408.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.033, over 105.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3015, pruned_loss=0.0656, over 2476660.28 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07032, over 23987.23 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3085, pruned_loss=0.06748, over 2433594.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.06187, over 7800.13 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3011, pruned_loss=0.06574, over 2478362.79 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06998, over 26052.28 utterances.], batch size: 105, lr: 5.36e-04
2022-08-23 12:00:38,675 INFO [train.py:927] (3/8) Epoch 6, batch 8650, giga_loss[loss=0.2228, simple_loss=0.3059, pruned_loss=0.06983, over 12434.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2978, pruned_loss=0.06498, over 2477259.41 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07244, over 24493.88 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3086, pruned_loss=0.06754, over 2434082.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.06175, over 7817.06 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2972, pruned_loss=0.06503, over 2478546.53 frames. utt_duration=378.7 frames, utt_pad_proportion=0.07212, over 26260.06 utterances.], batch size: 122, lr: 5.36e-04
2022-08-23 12:02:31,633 INFO [train.py:927] (3/8) Epoch 6, batch 8700, giga_loss[loss=0.2128, simple_loss=0.296, pruned_loss=0.06485, over 12376.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02838, over 91.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2982, pruned_loss=0.06554, over 2476869.35 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07138, over 24482.22 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3079, pruned_loss=0.06738, over 2435132.99 frames. utt_duration=1243 frames, utt_pad_proportion=0.06338, over 7844.72 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2979, pruned_loss=0.0656, over 2478888.07 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07092, over 26647.22 utterances.], batch size: 91, lr: 5.36e-04
2022-08-23 12:04:34,166 INFO [train.py:927] (3/8) Epoch 6, batch 8750, giga_loss[loss=0.2147, simple_loss=0.31, pruned_loss=0.05966, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03546, over 105.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2972, pruned_loss=0.06444, over 2477287.35 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07232, over 25029.90 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3079, pruned_loss=0.06735, over 2435673.24 frames. utt_duration=1244 frames, utt_pad_proportion=0.06276, over 7844.01 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2968, pruned_loss=0.06449, over 2478967.08 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07211, over 26980.58 utterances.], batch size: 105, lr: 5.36e-04
2022-08-23 12:06:45,881 INFO [train.py:927] (3/8) Epoch 6, batch 8800, giga_loss[loss=0.2019, simple_loss=0.2888, pruned_loss=0.05745, over 12398.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.212, simple_loss=0.296, pruned_loss=0.06406, over 2477292.96 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06892, over 24566.12 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3076, pruned_loss=0.06734, over 2436253.95 frames. utt_duration=1248 frames, utt_pad_proportion=0.06163, over 7820.92 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2956, pruned_loss=0.06404, over 2479255.89 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06935, over 26619.00 utterances.], batch size: 133, lr: 5.36e-04
2022-08-23 12:08:53,835 INFO [train.py:927] (3/8) Epoch 6, batch 8850, giga_loss[loss=0.2609, simple_loss=0.3203, pruned_loss=0.1007, over 12416.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09976, over 257.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2961, pruned_loss=0.06387, over 2477923.04 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06898, over 24441.75 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3082, pruned_loss=0.06766, over 2437322.65 frames. utt_duration=1249 frames, utt_pad_proportion=0.06048, over 7816.48 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.295, pruned_loss=0.0635, over 2479473.21 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06968, over 26448.81 utterances.], batch size: 257, lr: 5.35e-04
2022-08-23 12:10:51,385 INFO [train.py:927] (3/8) Epoch 6, batch 8900, giga_loss[loss=0.1837, simple_loss=0.2681, pruned_loss=0.04966, over 12483.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03126, over 43.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2953, pruned_loss=0.0633, over 2478457.75 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06739, over 24287.36 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3081, pruned_loss=0.06768, over 2437841.50 frames. utt_duration=1252 frames, utt_pad_proportion=0.05982, over 7796.36 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2943, pruned_loss=0.06293, over 2479763.22 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06825, over 26125.38 utterances.], batch size: 43, lr: 5.35e-04
2022-08-23 12:12:50,894 INFO [train.py:927] (3/8) Epoch 6, batch 8950, libri_loss[loss=0.1775, simple_loss=0.2587, pruned_loss=0.04809, over 12192.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03599, over 27.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2976, pruned_loss=0.06376, over 2478319.23 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06965, over 24747.24 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.309, pruned_loss=0.06834, over 2439181.59 frames. utt_duration=1232 frames, utt_pad_proportion=0.06697, over 7931.58 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2955, pruned_loss=0.0627, over 2479646.91 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06843, over 26739.30 utterances.], batch size: 27, lr: 5.35e-04
2022-08-23 12:14:46,336 INFO [train.py:927] (3/8) Epoch 6, batch 9000, giga_loss[loss=0.2222, simple_loss=0.3022, pruned_loss=0.07106, over 12386.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.03012, over 85.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2987, pruned_loss=0.06411, over 2477250.90 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06867, over 24332.67 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3085, pruned_loss=0.06809, over 2440268.37 frames. utt_duration=1236 frames, utt_pad_proportion=0.06475, over 7905.28 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2971, pruned_loss=0.06328, over 2479101.87 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06844, over 26766.92 utterances.], batch size: 85, lr: 5.35e-04
2022-08-23 12:14:46,337 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 12:14:59,975 INFO [train.py:967] (3/8) 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 12:16:59,377 INFO [train.py:927] (3/8) Epoch 6, batch 9050, giga_loss[loss=0.2019, simple_loss=0.2747, pruned_loss=0.06456, over 12364.00 frames. utt_duration=143 frames, utt_pad_proportion=0.1587, over 349.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2977, pruned_loss=0.06326, over 2477648.00 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06941, over 25143.61 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3082, pruned_loss=0.06788, over 2441199.17 frames. utt_duration=1238 frames, utt_pad_proportion=0.06353, over 7898.67 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2964, pruned_loss=0.0627, over 2479120.26 frames. utt_duration=362.4 frames, utt_pad_proportion=0.06949, over 27457.70 utterances.], batch size: 349, lr: 5.35e-04
2022-08-23 12:18:55,928 INFO [train.py:927] (3/8) Epoch 6, batch 9100, giga_loss[loss=0.1866, simple_loss=0.2667, pruned_loss=0.05325, over 12448.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03794, over 43.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.297, pruned_loss=0.06308, over 2476992.97 frames. utt_duration=409 frames, utt_pad_proportion=0.06626, over 24297.62 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3079, pruned_loss=0.06772, over 2441560.29 frames. utt_duration=1243 frames, utt_pad_proportion=0.0621, over 7866.21 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2959, pruned_loss=0.06263, over 2478778.75 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06701, over 26625.54 utterances.], batch size: 43, lr: 5.35e-04
2022-08-23 12:21:00,686 INFO [train.py:927] (3/8) Epoch 6, batch 9150, libri_loss[loss=0.1755, simple_loss=0.2678, pruned_loss=0.04163, over 12222.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03516, over 27.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2965, pruned_loss=0.06271, over 2476588.40 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06882, over 24793.83 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3077, pruned_loss=0.06751, over 2441668.40 frames. utt_duration=1247 frames, utt_pad_proportion=0.06153, over 7843.31 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2957, pruned_loss=0.06247, over 2478375.36 frames. utt_duration=370 frames, utt_pad_proportion=0.06939, over 26880.34 utterances.], batch size: 27, lr: 5.35e-04
2022-08-23 12:23:00,041 INFO [train.py:927] (3/8) Epoch 6, batch 9200, giga_loss[loss=0.2416, simple_loss=0.3225, pruned_loss=0.08036, over 12396.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2974, pruned_loss=0.06305, over 2476837.39 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06489, over 23905.25 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3079, pruned_loss=0.06749, over 2441922.61 frames. utt_duration=1248 frames, utt_pad_proportion=0.06106, over 7838.87 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2965, pruned_loss=0.06284, over 2478333.03 frames. utt_duration=387 frames, utt_pad_proportion=0.06576, over 25698.68 utterances.], batch size: 91, lr: 5.35e-04
2022-08-23 12:24:58,380 INFO [train.py:927] (3/8) Epoch 6, batch 9250, giga_loss[loss=0.2321, simple_loss=0.3211, pruned_loss=0.07154, over 12387.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.035, over 122.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3006, pruned_loss=0.06435, over 2476393.68 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06638, over 24075.13 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3081, pruned_loss=0.06759, over 2442396.04 frames. utt_duration=1249 frames, utt_pad_proportion=0.0603, over 7832.05 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2995, pruned_loss=0.064, over 2477930.53 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06718, over 25852.99 utterances.], batch size: 122, lr: 5.35e-04
2022-08-23 12:27:16,901 INFO [train.py:927] (3/8) Epoch 6, batch 9300, giga_loss[loss=0.2019, simple_loss=0.2937, pruned_loss=0.05508, over 12402.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2994, pruned_loss=0.06395, over 2477150.55 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06557, over 23845.75 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3074, pruned_loss=0.06734, over 2442994.51 frames. utt_duration=1254 frames, utt_pad_proportion=0.05945, over 7800.67 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.299, pruned_loss=0.06384, over 2478447.26 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06655, over 25584.96 utterances.], batch size: 133, lr: 5.35e-04
2022-08-23 12:29:17,096 INFO [train.py:927] (3/8) Epoch 6, batch 9350, giga_loss[loss=0.2326, simple_loss=0.3137, pruned_loss=0.07577, over 12391.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03942, over 113.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2993, pruned_loss=0.06431, over 2477754.16 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06276, over 24046.87 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3073, pruned_loss=0.06735, over 2443642.94 frames. utt_duration=1254 frames, utt_pad_proportion=0.05861, over 7801.58 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.299, pruned_loss=0.06415, over 2478834.62 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06395, over 25726.65 utterances.], batch size: 113, lr: 5.34e-04
2022-08-23 12:31:20,628 INFO [train.py:927] (3/8) Epoch 6, batch 9400, giga_loss[loss=0.173, simple_loss=0.2645, pruned_loss=0.04072, over 12479.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.027, over 75.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2977, pruned_loss=0.06419, over 2477581.57 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06639, over 24061.30 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3073, pruned_loss=0.06731, over 2444414.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.05763, over 7801.91 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2971, pruned_loss=0.06401, over 2478809.95 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06751, over 25954.59 utterances.], batch size: 75, lr: 5.34e-04
2022-08-23 12:33:17,264 INFO [train.py:927] (3/8) Epoch 6, batch 9450, giga_loss[loss=0.1925, simple_loss=0.2877, pruned_loss=0.04867, over 12357.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2975, pruned_loss=0.06377, over 2477250.22 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06821, over 24375.73 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3069, pruned_loss=0.06717, over 2445001.06 frames. utt_duration=1259 frames, utt_pad_proportion=0.05645, over 7778.12 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2972, pruned_loss=0.06369, over 2478596.59 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06938, over 26356.69 utterances.], batch size: 70, lr: 5.34e-04
2022-08-23 12:35:16,809 INFO [train.py:927] (3/8) Epoch 6, batch 9500, giga_loss[loss=0.1857, simple_loss=0.2839, pruned_loss=0.04375, over 12349.00 frames. utt_duration=707 frames, utt_pad_proportion=0.02751, over 70.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2976, pruned_loss=0.06204, over 2476494.89 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06859, over 23739.67 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3066, pruned_loss=0.06698, over 2446028.02 frames. utt_duration=1263 frames, utt_pad_proportion=0.0552, over 7753.05 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2973, pruned_loss=0.06205, over 2477480.34 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06996, over 25780.04 utterances.], batch size: 70, lr: 5.34e-04
2022-08-23 12:37:34,456 INFO [train.py:927] (3/8) Epoch 6, batch 9550, giga_loss[loss=0.2056, simple_loss=0.2942, pruned_loss=0.05851, over 12401.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05199, over 161.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2984, pruned_loss=0.06186, over 2476912.20 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06732, over 23811.09 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3065, pruned_loss=0.06689, over 2446128.07 frames. utt_duration=1266 frames, utt_pad_proportion=0.05455, over 7739.83 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2981, pruned_loss=0.06188, over 2478006.07 frames. utt_duration=387.9 frames, utt_pad_proportion=0.0687, over 25634.39 utterances.], batch size: 161, lr: 5.34e-04
2022-08-23 12:39:40,639 INFO [train.py:927] (3/8) Epoch 6, batch 9600, giga_loss[loss=0.1939, simple_loss=0.286, pruned_loss=0.05089, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05846, over 182.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.299, pruned_loss=0.06236, over 2477174.72 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06562, over 24688.63 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3067, pruned_loss=0.06707, over 2446482.57 frames. utt_duration=1266 frames, utt_pad_proportion=0.05344, over 7736.60 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2984, pruned_loss=0.06207, over 2478601.03 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06721, over 26621.80 utterances.], batch size: 182, lr: 5.34e-04
2022-08-23 12:41:53,582 INFO [train.py:927] (3/8) Epoch 6, batch 9650, giga_loss[loss=0.249, simple_loss=0.3171, pruned_loss=0.09039, over 12408.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09679, over 256.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2997, pruned_loss=0.06242, over 2477719.63 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06562, over 25146.24 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3066, pruned_loss=0.06692, over 2447389.49 frames. utt_duration=1270 frames, utt_pad_proportion=0.0524, over 7717.41 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2991, pruned_loss=0.06221, over 2478718.06 frames. utt_duration=367.2 frames, utt_pad_proportion=0.06719, over 27089.13 utterances.], batch size: 256, lr: 5.34e-04
2022-08-23 12:44:10,178 INFO [train.py:927] (3/8) Epoch 6, batch 9700, giga_loss[loss=0.2222, simple_loss=0.3106, pruned_loss=0.06692, over 12444.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04921, over 161.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.3013, pruned_loss=0.0632, over 2476602.38 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06771, over 24726.86 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3062, pruned_loss=0.06681, over 2447916.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05496, over 7753.78 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3011, pruned_loss=0.06301, over 2478024.85 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06844, over 26900.73 utterances.], batch size: 161, lr: 5.34e-04
2022-08-23 12:46:26,805 INFO [train.py:927] (3/8) Epoch 6, batch 9750, giga_loss[loss=0.1992, simple_loss=0.2906, pruned_loss=0.05387, over 12444.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.3006, pruned_loss=0.06356, over 2477519.52 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06535, over 24339.18 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3062, pruned_loss=0.06701, over 2448993.84 frames. utt_duration=1253 frames, utt_pad_proportion=0.05891, over 7829.43 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.3003, pruned_loss=0.06317, over 2478477.84 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06526, over 26456.75 utterances.], batch size: 105, lr: 5.34e-04
2022-08-23 12:48:30,452 INFO [train.py:927] (3/8) Epoch 6, batch 9800, giga_loss[loss=0.2027, simple_loss=0.2962, pruned_loss=0.0546, over 12457.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04801, over 161.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2997, pruned_loss=0.06293, over 2478128.51 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06708, over 24689.23 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3064, pruned_loss=0.06707, over 2449532.51 frames. utt_duration=1251 frames, utt_pad_proportion=0.05891, over 7841.77 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2992, pruned_loss=0.06251, over 2478786.03 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06695, over 26586.87 utterances.], batch size: 161, lr: 5.34e-04
2022-08-23 12:50:30,307 INFO [train.py:927] (3/8) Epoch 6, batch 9850, libri_loss[loss=0.1971, simple_loss=0.2905, pruned_loss=0.05188, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006287, over 31.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.3011, pruned_loss=0.06361, over 2477939.63 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06786, over 24450.71 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3066, pruned_loss=0.067, over 2450159.78 frames. utt_duration=1243 frames, utt_pad_proportion=0.06178, over 7891.04 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.3004, pruned_loss=0.06324, over 2478771.42 frames. utt_duration=376 frames, utt_pad_proportion=0.06708, over 26449.49 utterances.], batch size: 31, lr: 5.34e-04
2022-08-23 12:52:18,995 INFO [train.py:927] (3/8) Epoch 6, batch 9900, giga_loss[loss=0.2, simple_loss=0.2822, pruned_loss=0.05892, over 12417.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03585, over 105.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3004, pruned_loss=0.06379, over 2477247.07 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06418, over 23891.56 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3064, pruned_loss=0.06695, over 2450183.98 frames. utt_duration=1245 frames, utt_pad_proportion=0.06159, over 7879.59 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3, pruned_loss=0.06353, over 2477999.81 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06383, over 25538.24 utterances.], batch size: 105, lr: 5.33e-04
2022-08-23 12:54:11,695 INFO [train.py:927] (3/8) Epoch 6, batch 9950, giga_loss[loss=0.2299, simple_loss=0.3107, pruned_loss=0.07453, over 12379.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06772, over 212.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2998, pruned_loss=0.06418, over 2476782.90 frames. utt_duration=424.8 frames, utt_pad_proportion=0.0639, over 23389.42 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3062, pruned_loss=0.06703, over 2450740.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.06055, over 7856.85 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2995, pruned_loss=0.06382, over 2477474.40 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06396, over 25086.00 utterances.], batch size: 212, lr: 5.33e-04
2022-08-23 12:55:54,658 INFO [train.py:927] (3/8) Epoch 6, batch 10000, giga_loss[loss=0.2203, simple_loss=0.317, pruned_loss=0.06181, over 12391.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02646, over 70.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3074, pruned_loss=0.06812, over 2475964.72 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06541, over 22337.94 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3064, pruned_loss=0.06719, over 2451279.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.0595, over 7852.47 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3068, pruned_loss=0.06766, over 2476591.12 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06572, over 24035.61 utterances.], batch size: 70, lr: 5.33e-04
2022-08-23 12:57:38,047 INFO [train.py:927] (3/8) Epoch 6, batch 10050, giga_loss[loss=0.1842, simple_loss=0.2697, pruned_loss=0.04934, over 12445.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03331, over 123.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3075, pruned_loss=0.06929, over 2475715.98 frames. utt_duration=451.6 frames, utt_pad_proportion=0.06731, over 21990.24 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3059, pruned_loss=0.06691, over 2451834.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.05856, over 7818.59 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3076, pruned_loss=0.06922, over 2476251.00 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06777, over 23688.85 utterances.], batch size: 123, lr: 5.33e-04
2022-08-23 12:59:20,892 INFO [train.py:927] (3/8) Epoch 6, batch 10100, giga_loss[loss=0.1806, simple_loss=0.2694, pruned_loss=0.04595, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3012, pruned_loss=0.0667, over 2475620.27 frames. utt_duration=469 frames, utt_pad_proportion=0.06647, over 21172.56 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3062, pruned_loss=0.06689, over 2452412.59 frames. utt_duration=1257 frames, utt_pad_proportion=0.0579, over 7811.37 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3009, pruned_loss=0.06665, over 2475829.84 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06714, over 22707.41 utterances.], batch size: 146, lr: 5.33e-04
2022-08-23 13:01:02,203 INFO [train.py:927] (3/8) Epoch 6, batch 10150, giga_loss[loss=0.1845, simple_loss=0.2634, pruned_loss=0.05279, over 12415.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.03599, over 123.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.293, pruned_loss=0.06377, over 2475585.44 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06601, over 20504.57 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3058, pruned_loss=0.06663, over 2452715.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05662, over 7780.32 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2928, pruned_loss=0.06392, over 2476122.38 frames. utt_duration=449 frames, utt_pad_proportion=0.06708, over 22124.14 utterances.], batch size: 123, lr: 5.33e-04
2022-08-23 13:02:43,319 INFO [train.py:927] (3/8) Epoch 6, batch 10200, giga_loss[loss=0.1689, simple_loss=0.2441, pruned_loss=0.04688, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02906, over 45.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2864, pruned_loss=0.06174, over 2475160.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07075, over 20880.94 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3058, pruned_loss=0.06667, over 2452769.98 frames. utt_duration=1263 frames, utt_pad_proportion=0.05599, over 7777.63 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2861, pruned_loss=0.06177, over 2475837.88 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07158, over 22343.14 utterances.], batch size: 45, lr: 5.33e-04
2022-08-23 13:04:25,710 INFO [train.py:927] (3/8) Epoch 6, batch 10250, giga_loss[loss=0.1878, simple_loss=0.2698, pruned_loss=0.05292, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03869, over 123.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2817, pruned_loss=0.06008, over 2475266.84 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07246, over 21061.26 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3057, pruned_loss=0.06664, over 2452982.28 frames. utt_duration=1262 frames, utt_pad_proportion=0.0559, over 7783.79 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2813, pruned_loss=0.06008, over 2475820.18 frames. utt_duration=445.1 frames, utt_pad_proportion=0.0731, over 22318.15 utterances.], batch size: 123, lr: 5.33e-04
2022-08-23 13:06:08,780 INFO [train.py:927] (3/8) Epoch 6, batch 10300, giga_loss[loss=0.1907, simple_loss=0.2756, pruned_loss=0.05291, over 12421.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03633, over 113.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2775, pruned_loss=0.05806, over 2475522.70 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07062, over 20553.31 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3065, pruned_loss=0.0668, over 2453432.60 frames. utt_duration=1263 frames, utt_pad_proportion=0.05521, over 7777.11 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.276, pruned_loss=0.05777, over 2475957.93 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07157, over 21793.09 utterances.], batch size: 113, lr: 5.33e-04
2022-08-23 13:07:51,562 INFO [train.py:927] (3/8) Epoch 6, batch 10350, giga_loss[loss=0.1915, simple_loss=0.2675, pruned_loss=0.05781, over 12379.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04174, over 133.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2724, pruned_loss=0.05594, over 2475286.95 frames. utt_duration=500.7 frames, utt_pad_proportion=0.0675, over 19831.74 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3058, pruned_loss=0.06658, over 2453864.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.05435, over 7751.82 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2711, pruned_loss=0.0557, over 2475724.83 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06881, over 21120.27 utterances.], batch size: 133, lr: 5.33e-04
2022-08-23 13:09:35,324 INFO [train.py:927] (3/8) Epoch 6, batch 10400, giga_loss[loss=0.17, simple_loss=0.2488, pruned_loss=0.04562, over 12260.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02605, over 54.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2681, pruned_loss=0.0545, over 2474515.16 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06531, over 19266.15 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3062, pruned_loss=0.06686, over 2454161.89 frames. utt_duration=1268 frames, utt_pad_proportion=0.05338, over 7750.00 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.266, pruned_loss=0.05381, over 2475080.58 frames. utt_duration=483.2 frames, utt_pad_proportion=0.06691, over 20552.61 utterances.], batch size: 54, lr: 5.32e-04
2022-08-23 13:11:17,965 INFO [train.py:927] (3/8) Epoch 6, batch 10450, giga_loss[loss=0.186, simple_loss=0.2738, pruned_loss=0.04909, over 12416.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03414, over 75.00 utterances.], tot_loss[loss=0.192, simple_loss=0.271, pruned_loss=0.05646, over 2474354.28 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06928, over 19597.27 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3063, pruned_loss=0.0669, over 2454285.79 frames. utt_duration=1269 frames, utt_pad_proportion=0.05275, over 7745.51 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2685, pruned_loss=0.05562, over 2475121.52 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07061, over 20875.08 utterances.], batch size: 75, lr: 5.32e-04
2022-08-23 13:13:01,454 INFO [train.py:927] (3/8) Epoch 6, batch 10500, libri_loss[loss=0.253, simple_loss=0.3665, pruned_loss=0.06981, over 12184.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01099, over 39.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2851, pruned_loss=0.06343, over 2473398.52 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06745, over 19661.36 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3069, pruned_loss=0.06686, over 2454241.28 frames. utt_duration=1272 frames, utt_pad_proportion=0.0518, over 7726.06 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2819, pruned_loss=0.06269, over 2474540.36 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06906, over 20986.15 utterances.], batch size: 39, lr: 5.32e-04
2022-08-23 13:14:49,190 INFO [train.py:927] (3/8) Epoch 6, batch 10550, giga_loss[loss=0.2734, simple_loss=0.3438, pruned_loss=0.1015, over 12364.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06546, over 183.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2934, pruned_loss=0.06639, over 2473765.58 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06491, over 19805.06 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3069, pruned_loss=0.06694, over 2454467.97 frames. utt_duration=1270 frames, utt_pad_proportion=0.05208, over 7741.06 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2906, pruned_loss=0.06571, over 2474715.97 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06631, over 20998.59 utterances.], batch size: 183, lr: 5.32e-04
2022-08-23 13:16:33,806 INFO [train.py:927] (3/8) Epoch 6, batch 10600, giga_loss[loss=0.2226, simple_loss=0.3094, pruned_loss=0.06794, over 12359.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.298, pruned_loss=0.06811, over 2473966.09 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07048, over 20894.36 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3069, pruned_loss=0.06694, over 2454467.97 frames. utt_duration=1270 frames, utt_pad_proportion=0.05208, over 7741.06 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2958, pruned_loss=0.06758, over 2474705.79 frames. utt_duration=455.1 frames, utt_pad_proportion=0.0713, over 21823.30 utterances.], batch size: 70, lr: 5.32e-04
2022-08-23 13:18:19,063 INFO [train.py:927] (3/8) Epoch 6, batch 10650, giga_loss[loss=0.2557, simple_loss=0.3357, pruned_loss=0.08783, over 12319.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03245, over 70.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3023, pruned_loss=0.07058, over 2474067.16 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06562, over 20006.20 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3065, pruned_loss=0.06681, over 2454570.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.05153, over 7722.07 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3009, pruned_loss=0.07035, over 2474838.03 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06673, over 20942.73 utterances.], batch size: 70, lr: 5.32e-04
2022-08-23 13:19:59,168 INFO [train.py:927] (3/8) Epoch 6, batch 10700, giga_loss[loss=0.244, simple_loss=0.3246, pruned_loss=0.08169, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03603, over 105.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3073, pruned_loss=0.07288, over 2474056.53 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06458, over 19368.92 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3064, pruned_loss=0.06697, over 2454693.51 frames. utt_duration=1276 frames, utt_pad_proportion=0.05062, over 7702.23 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3062, pruned_loss=0.07266, over 2474990.97 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06596, over 20398.92 utterances.], batch size: 105, lr: 5.32e-04
2022-08-23 13:21:42,250 INFO [train.py:927] (3/8) Epoch 6, batch 10750, giga_loss[loss=0.2662, simple_loss=0.3396, pruned_loss=0.09643, over 12442.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04087, over 146.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3108, pruned_loss=0.07338, over 2473882.25 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06288, over 18819.36 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3076, pruned_loss=0.06736, over 2454919.08 frames. utt_duration=1272 frames, utt_pad_proportion=0.05075, over 7725.98 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3089, pruned_loss=0.07296, over 2474763.48 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06415, over 19824.82 utterances.], batch size: 146, lr: 5.32e-04
2022-08-23 13:23:25,135 INFO [train.py:927] (3/8) Epoch 6, batch 10800, giga_loss[loss=0.2085, simple_loss=0.301, pruned_loss=0.05795, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02966, over 45.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3121, pruned_loss=0.07244, over 2474172.48 frames. utt_duration=554 frames, utt_pad_proportion=0.05863, over 17912.72 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3078, pruned_loss=0.06728, over 2455585.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.0496, over 7708.39 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3105, pruned_loss=0.07235, over 2474773.39 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06044, over 19030.39 utterances.], batch size: 45, lr: 5.32e-04
2022-08-23 13:25:06,631 INFO [train.py:927] (3/8) Epoch 6, batch 10850, giga_loss[loss=0.2277, simple_loss=0.313, pruned_loss=0.07113, over 12354.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.02857, over 62.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3114, pruned_loss=0.07155, over 2473706.53 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06079, over 17776.54 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3075, pruned_loss=0.06705, over 2455930.00 frames. utt_duration=1273 frames, utt_pad_proportion=0.0504, over 7727.61 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3105, pruned_loss=0.0718, over 2474363.09 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06203, over 18927.84 utterances.], batch size: 62, lr: 5.32e-04
2022-08-23 13:26:50,139 INFO [train.py:927] (3/8) Epoch 6, batch 10900, giga_loss[loss=0.3062, simple_loss=0.3619, pruned_loss=0.1252, over 12377.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05974, over 182.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3133, pruned_loss=0.07472, over 2472732.41 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05879, over 17475.12 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3071, pruned_loss=0.06666, over 2456313.23 frames. utt_duration=1280 frames, utt_pad_proportion=0.04935, over 7684.38 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3131, pruned_loss=0.07547, over 2473382.89 frames. utt_duration=530 frames, utt_pad_proportion=0.06041, over 18719.84 utterances.], batch size: 182, lr: 5.32e-04
2022-08-23 13:28:35,929 INFO [train.py:927] (3/8) Epoch 6, batch 10950, giga_loss[loss=0.2246, simple_loss=0.2976, pruned_loss=0.07577, over 12378.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07458, over 212.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3141, pruned_loss=0.07711, over 2473543.12 frames. utt_duration=546 frames, utt_pad_proportion=0.06182, over 18169.52 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3066, pruned_loss=0.06648, over 2456502.16 frames. utt_duration=1284 frames, utt_pad_proportion=0.04905, over 7664.58 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3145, pruned_loss=0.07794, over 2474038.56 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06303, over 19252.06 utterances.], batch size: 212, lr: 5.31e-04
2022-08-23 13:30:18,695 INFO [train.py:927] (3/8) Epoch 6, batch 11000, giga_loss[loss=0.2299, simple_loss=0.3116, pruned_loss=0.07414, over 12360.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0348, over 104.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3115, pruned_loss=0.07593, over 2472775.82 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05871, over 17026.50 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3058, pruned_loss=0.06639, over 2456728.44 frames. utt_duration=1287 frames, utt_pad_proportion=0.04891, over 7642.17 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3126, pruned_loss=0.07698, over 2473494.72 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06008, over 18223.74 utterances.], batch size: 104, lr: 5.31e-04
2022-08-23 13:32:05,758 INFO [train.py:927] (3/8) Epoch 6, batch 11050, giga_loss[loss=0.2024, simple_loss=0.2879, pruned_loss=0.05841, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3084, pruned_loss=0.07395, over 2473657.52 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06094, over 17156.91 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3058, pruned_loss=0.06644, over 2456811.80 frames. utt_duration=1289 frames, utt_pad_proportion=0.04874, over 7634.96 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3094, pruned_loss=0.07476, over 2474219.97 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06199, over 18147.63 utterances.], batch size: 113, lr: 5.31e-04
2022-08-23 13:33:51,500 INFO [train.py:927] (3/8) Epoch 6, batch 11100, giga_loss[loss=0.1973, simple_loss=0.2802, pruned_loss=0.05724, over 12271.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02726, over 54.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3042, pruned_loss=0.07157, over 2473140.88 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06029, over 16972.72 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3059, pruned_loss=0.06635, over 2457126.90 frames. utt_duration=1292 frames, utt_pad_proportion=0.04785, over 7615.33 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3048, pruned_loss=0.07247, over 2473752.62 frames. utt_duration=550.1 frames, utt_pad_proportion=0.0616, over 18036.39 utterances.], batch size: 54, lr: 5.31e-04
2022-08-23 13:35:37,192 INFO [train.py:927] (3/8) Epoch 6, batch 11150, giga_loss[loss=0.2086, simple_loss=0.2992, pruned_loss=0.05901, over 12434.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03284, over 75.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3017, pruned_loss=0.07013, over 2473605.84 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06791, over 17967.56 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3067, pruned_loss=0.06633, over 2457421.02 frames. utt_duration=1295 frames, utt_pad_proportion=0.04713, over 7600.08 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3014, pruned_loss=0.07095, over 2474105.92 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06895, over 19017.56 utterances.], batch size: 75, lr: 5.31e-04
2022-08-23 13:37:18,433 INFO [train.py:927] (3/8) Epoch 6, batch 11200, libri_loss[loss=0.225, simple_loss=0.3126, pruned_loss=0.06868, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006099, over 32.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3013, pruned_loss=0.07016, over 2473488.98 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06921, over 18498.43 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3067, pruned_loss=0.06635, over 2457905.76 frames. utt_duration=1299 frames, utt_pad_proportion=0.04603, over 7578.29 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.301, pruned_loss=0.0709, over 2473877.85 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07057, over 19656.52 utterances.], batch size: 32, lr: 5.31e-04
2022-08-23 13:39:01,575 INFO [train.py:927] (3/8) Epoch 6, batch 11250, giga_loss[loss=0.1903, simple_loss=0.2678, pruned_loss=0.05636, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03938, over 33.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2977, pruned_loss=0.06898, over 2473107.50 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06617, over 17912.92 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3066, pruned_loss=0.06626, over 2458137.04 frames. utt_duration=1299 frames, utt_pad_proportion=0.04575, over 7575.55 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2975, pruned_loss=0.06967, over 2473349.40 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06759, over 18917.36 utterances.], batch size: 33, lr: 5.31e-04
2022-08-23 13:40:41,861 INFO [train.py:927] (3/8) Epoch 6, batch 11300, giga_loss[loss=0.183, simple_loss=0.2714, pruned_loss=0.04732, over 12412.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03422, over 75.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2944, pruned_loss=0.06793, over 2472793.38 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06473, over 17739.78 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3062, pruned_loss=0.06626, over 2458436.64 frames. utt_duration=1303 frames, utt_pad_proportion=0.04479, over 7553.61 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2942, pruned_loss=0.06857, over 2473182.61 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06649, over 18879.44 utterances.], batch size: 75, lr: 5.31e-04
2022-08-23 13:42:22,572 INFO [train.py:927] (3/8) Epoch 6, batch 11350, giga_loss[loss=0.1973, simple_loss=0.2688, pruned_loss=0.06287, over 12359.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04581, over 34.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2918, pruned_loss=0.06675, over 2472142.51 frames. utt_duration=597.6 frames, utt_pad_proportion=0.06045, over 16589.16 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3062, pruned_loss=0.06628, over 2458741.45 frames. utt_duration=1304 frames, utt_pad_proportion=0.04326, over 7553.04 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.291, pruned_loss=0.06726, over 2472793.71 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06317, over 17960.35 utterances.], batch size: 34, lr: 5.31e-04
2022-08-23 13:44:05,007 INFO [train.py:927] (3/8) Epoch 6, batch 11400, giga_loss[loss=0.2147, simple_loss=0.2915, pruned_loss=0.069, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2883, pruned_loss=0.06572, over 2472479.90 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05669, over 16053.24 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.306, pruned_loss=0.06632, over 2458809.04 frames. utt_duration=1307 frames, utt_pad_proportion=0.04296, over 7531.86 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2876, pruned_loss=0.06607, over 2473120.31 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05936, over 17274.08 utterances.], batch size: 133, lr: 5.31e-04
2022-08-23 13:45:47,602 INFO [train.py:927] (3/8) Epoch 6, batch 11450, giga_loss[loss=0.174, simple_loss=0.256, pruned_loss=0.04594, over 12412.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.0279, over 58.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2862, pruned_loss=0.06485, over 2473025.13 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05909, over 16191.42 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3064, pruned_loss=0.06637, over 2458811.18 frames. utt_duration=1309 frames, utt_pad_proportion=0.04263, over 7523.56 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2851, pruned_loss=0.06508, over 2473652.09 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06127, over 17240.64 utterances.], batch size: 58, lr: 5.31e-04
2022-08-23 13:47:30,856 INFO [train.py:927] (3/8) Epoch 6, batch 11500, giga_loss[loss=0.2121, simple_loss=0.2893, pruned_loss=0.06742, over 12407.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02898, over 62.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.287, pruned_loss=0.06543, over 2472302.82 frames. utt_duration=600 frames, utt_pad_proportion=0.06205, over 16522.14 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3063, pruned_loss=0.0663, over 2458870.73 frames. utt_duration=1312 frames, utt_pad_proportion=0.04183, over 7507.57 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2859, pruned_loss=0.06564, over 2473066.43 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06404, over 17567.84 utterances.], batch size: 62, lr: 5.30e-04
2022-08-23 13:49:13,719 INFO [train.py:927] (3/8) Epoch 6, batch 11550, giga_loss[loss=0.2285, simple_loss=0.2981, pruned_loss=0.0794, over 12340.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03057, over 51.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2926, pruned_loss=0.06896, over 2471980.06 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06204, over 16675.85 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3063, pruned_loss=0.06637, over 2458745.99 frames. utt_duration=1313 frames, utt_pad_proportion=0.04117, over 7499.52 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2913, pruned_loss=0.06906, over 2472932.08 frames. utt_duration=561.2 frames, utt_pad_proportion=0.064, over 17672.74 utterances.], batch size: 51, lr: 5.30e-04
2022-08-23 13:50:57,874 INFO [train.py:927] (3/8) Epoch 6, batch 11600, libri_loss[loss=0.2484, simple_loss=0.3277, pruned_loss=0.08455, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01429, over 40.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.2982, pruned_loss=0.07179, over 2471681.39 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06905, over 17385.40 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3061, pruned_loss=0.0663, over 2459081.32 frames. utt_duration=1317 frames, utt_pad_proportion=0.04042, over 7479.95 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.297, pruned_loss=0.07202, over 2472477.92 frames. utt_duration=537.6 frames, utt_pad_proportion=0.07069, over 18447.58 utterances.], batch size: 40, lr: 5.30e-04
2022-08-23 13:52:41,521 INFO [train.py:927] (3/8) Epoch 6, batch 11650, giga_loss[loss=0.2868, simple_loss=0.3602, pruned_loss=0.1067, over 12418.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03496, over 123.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3042, pruned_loss=0.07376, over 2472349.56 frames. utt_duration=564 frames, utt_pad_proportion=0.06678, over 17580.52 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.306, pruned_loss=0.06628, over 2459146.06 frames. utt_duration=1318 frames, utt_pad_proportion=0.04013, over 7472.19 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3033, pruned_loss=0.07399, over 2473015.94 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06836, over 18505.62 utterances.], batch size: 123, lr: 5.30e-04
2022-08-23 13:54:24,229 INFO [train.py:927] (3/8) Epoch 6, batch 11700, giga_loss[loss=0.2015, simple_loss=0.2854, pruned_loss=0.05885, over 12361.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04255, over 133.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3074, pruned_loss=0.07426, over 2471292.68 frames. utt_duration=541.4 frames, utt_pad_proportion=0.07092, over 18307.79 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.307, pruned_loss=0.06649, over 2459215.20 frames. utt_duration=1316 frames, utt_pad_proportion=0.04, over 7484.96 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3057, pruned_loss=0.07436, over 2471930.89 frames. utt_duration=517.2 frames, utt_pad_proportion=0.0722, over 19173.89 utterances.], batch size: 133, lr: 5.30e-04
2022-08-23 13:56:06,516 INFO [train.py:927] (3/8) Epoch 6, batch 11750, giga_loss[loss=0.2349, simple_loss=0.3211, pruned_loss=0.07439, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06398, over 183.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3067, pruned_loss=0.07294, over 2471394.30 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06813, over 18164.11 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3065, pruned_loss=0.06627, over 2459226.01 frames. utt_duration=1321 frames, utt_pad_proportion=0.03952, over 7457.00 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3059, pruned_loss=0.07338, over 2472167.58 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06964, over 19117.03 utterances.], batch size: 183, lr: 5.30e-04
2022-08-23 13:57:47,819 INFO [train.py:927] (3/8) Epoch 6, batch 11800, giga_loss[loss=0.1856, simple_loss=0.2684, pruned_loss=0.05144, over 12214.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.0356, over 28.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3077, pruned_loss=0.07327, over 2471426.69 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06549, over 18167.29 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3062, pruned_loss=0.06625, over 2459561.53 frames. utt_duration=1324 frames, utt_pad_proportion=0.03894, over 7438.02 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3073, pruned_loss=0.07374, over 2471948.36 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06716, over 19121.54 utterances.], batch size: 28, lr: 5.30e-04
2022-08-23 13:59:30,686 INFO [train.py:927] (3/8) Epoch 6, batch 11850, giga_loss[loss=0.2218, simple_loss=0.3043, pruned_loss=0.06961, over 12349.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3084, pruned_loss=0.07358, over 2471280.78 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06765, over 18046.49 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3056, pruned_loss=0.06601, over 2459591.23 frames. utt_duration=1329 frames, utt_pad_proportion=0.03765, over 7411.91 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3088, pruned_loss=0.0745, over 2472166.82 frames. utt_duration=513.9 frames, utt_pad_proportion=0.0698, over 19297.06 utterances.], batch size: 85, lr: 5.30e-04
2022-08-23 14:01:14,053 INFO [train.py:927] (3/8) Epoch 6, batch 11900, giga_loss[loss=0.257, simple_loss=0.3289, pruned_loss=0.09251, over 12365.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03559, over 132.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3107, pruned_loss=0.07598, over 2471765.86 frames. utt_duration=564 frames, utt_pad_proportion=0.07001, over 17578.13 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3059, pruned_loss=0.06663, over 2460310.41 frames. utt_duration=1318 frames, utt_pad_proportion=0.04096, over 7476.63 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3109, pruned_loss=0.07661, over 2472422.37 frames. utt_duration=520.4 frames, utt_pad_proportion=0.07122, over 19057.29 utterances.], batch size: 132, lr: 5.30e-04
2022-08-23 14:02:58,756 INFO [train.py:927] (3/8) Epoch 6, batch 11950, giga_loss[loss=0.2119, simple_loss=0.298, pruned_loss=0.06293, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02731, over 48.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3129, pruned_loss=0.07718, over 2472222.97 frames. utt_duration=553.9 frames, utt_pad_proportion=0.07006, over 17901.43 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3067, pruned_loss=0.06683, over 2460606.55 frames. utt_duration=1317 frames, utt_pad_proportion=0.04039, over 7481.08 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3124, pruned_loss=0.07767, over 2472690.47 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07141, over 19254.39 utterances.], batch size: 48, lr: 5.30e-04
2022-08-23 14:04:42,969 INFO [train.py:927] (3/8) Epoch 6, batch 12000, libri_loss[loss=0.1943, simple_loss=0.2835, pruned_loss=0.05248, over 12451.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005347, over 35.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3127, pruned_loss=0.07622, over 2471193.02 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06761, over 16914.40 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3061, pruned_loss=0.06654, over 2460915.85 frames. utt_duration=1322 frames, utt_pad_proportion=0.03978, over 7456.27 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.313, pruned_loss=0.07713, over 2471525.54 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06937, over 18248.27 utterances.], batch size: 35, lr: 5.30e-04
2022-08-23 14:04:42,970 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 14:04:56,467 INFO [train.py:967] (3/8) 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 14:06:41,542 INFO [train.py:927] (3/8) Epoch 6, batch 12050, giga_loss[loss=0.2359, simple_loss=0.3137, pruned_loss=0.07905, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02832, over 45.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3128, pruned_loss=0.07654, over 2471944.11 frames. utt_duration=602.6 frames, utt_pad_proportion=0.06262, over 16449.09 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.306, pruned_loss=0.06648, over 2460989.30 frames. utt_duration=1323 frames, utt_pad_proportion=0.03948, over 7447.72 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3132, pruned_loss=0.07739, over 2472228.44 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06456, over 17582.32 utterances.], batch size: 45, lr: 5.29e-04
2022-08-23 14:08:23,586 INFO [train.py:927] (3/8) Epoch 6, batch 12100, giga_loss[loss=0.2217, simple_loss=0.3022, pruned_loss=0.07062, over 12429.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02331, over 48.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3116, pruned_loss=0.0763, over 2471225.24 frames. utt_duration=610.4 frames, utt_pad_proportion=0.06175, over 16232.46 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3061, pruned_loss=0.06645, over 2461166.69 frames. utt_duration=1325 frames, utt_pad_proportion=0.03901, over 7436.83 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.07717, over 2471476.06 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06372, over 17307.28 utterances.], batch size: 48, lr: 5.29e-04
2022-08-23 14:10:06,128 INFO [train.py:927] (3/8) Epoch 6, batch 12150, giga_loss[loss=0.241, simple_loss=0.3189, pruned_loss=0.08157, over 12403.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02542, over 48.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3124, pruned_loss=0.07678, over 2471681.00 frames. utt_duration=632.3 frames, utt_pad_proportion=0.05706, over 15672.82 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3068, pruned_loss=0.06672, over 2461200.31 frames. utt_duration=1324 frames, utt_pad_proportion=0.03867, over 7443.25 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3122, pruned_loss=0.07735, over 2471980.39 frames. utt_duration=596.1 frames, utt_pad_proportion=0.0592, over 16629.51 utterances.], batch size: 48, lr: 5.29e-04
2022-08-23 14:11:49,755 INFO [train.py:927] (3/8) Epoch 6, batch 12200, giga_loss[loss=0.2347, simple_loss=0.3191, pruned_loss=0.07517, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05133, over 161.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3121, pruned_loss=0.07611, over 2471850.84 frames. utt_duration=619.1 frames, utt_pad_proportion=0.06047, over 16010.06 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3068, pruned_loss=0.06671, over 2461451.49 frames. utt_duration=1325 frames, utt_pad_proportion=0.03821, over 7437.62 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3119, pruned_loss=0.07671, over 2471996.57 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06224, over 16879.96 utterances.], batch size: 161, lr: 5.29e-04
2022-08-23 14:13:30,892 INFO [train.py:927] (3/8) Epoch 6, batch 12250, giga_loss[loss=0.2367, simple_loss=0.3111, pruned_loss=0.08116, over 12331.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03392, over 51.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3104, pruned_loss=0.0752, over 2472056.69 frames. utt_duration=620.3 frames, utt_pad_proportion=0.06268, over 15980.28 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3069, pruned_loss=0.06671, over 2461798.52 frames. utt_duration=1330 frames, utt_pad_proportion=0.0374, over 7410.84 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3104, pruned_loss=0.07592, over 2472135.59 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06454, over 16928.30 utterances.], batch size: 51, lr: 5.29e-04
2022-08-23 14:15:10,658 INFO [train.py:927] (3/8) Epoch 6, batch 12300, giga_loss[loss=0.2347, simple_loss=0.3107, pruned_loss=0.07932, over 12415.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07612, over 213.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.308, pruned_loss=0.07427, over 2472398.34 frames. utt_duration=596.4 frames, utt_pad_proportion=0.06862, over 16623.37 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3071, pruned_loss=0.06685, over 2461799.70 frames. utt_duration=1328 frames, utt_pad_proportion=0.03735, over 7422.66 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3078, pruned_loss=0.07476, over 2472564.45 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06996, over 17447.74 utterances.], batch size: 213, lr: 5.29e-04
2022-08-23 14:16:53,617 INFO [train.py:927] (3/8) Epoch 6, batch 12350, giga_loss[loss=0.2105, simple_loss=0.2875, pruned_loss=0.06679, over 12261.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02813, over 54.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3068, pruned_loss=0.07404, over 2471793.86 frames. utt_duration=605 frames, utt_pad_proportion=0.06788, over 16382.19 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3068, pruned_loss=0.06676, over 2462039.39 frames. utt_duration=1315 frames, utt_pad_proportion=0.04172, over 7496.52 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3069, pruned_loss=0.07467, over 2471944.51 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06768, over 17174.07 utterances.], batch size: 54, lr: 5.29e-04
2022-08-23 14:18:36,349 INFO [train.py:927] (3/8) Epoch 6, batch 12400, giga_loss[loss=0.2415, simple_loss=0.3092, pruned_loss=0.08694, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07233, over 212.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.304, pruned_loss=0.07286, over 2471566.22 frames. utt_duration=617.3 frames, utt_pad_proportion=0.06221, over 16055.38 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3067, pruned_loss=0.06671, over 2461989.43 frames. utt_duration=1315 frames, utt_pad_proportion=0.0413, over 7495.06 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3041, pruned_loss=0.07349, over 2471860.54 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06259, over 16792.84 utterances.], batch size: 212, lr: 5.29e-04
2022-08-23 14:20:17,811 INFO [train.py:927] (3/8) Epoch 6, batch 12450, giga_loss[loss=0.186, simple_loss=0.2675, pruned_loss=0.05227, over 12213.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04046, over 28.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.2995, pruned_loss=0.07059, over 2470993.75 frames. utt_duration=619.8 frames, utt_pad_proportion=0.06021, over 15985.10 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.307, pruned_loss=0.06696, over 2462015.73 frames. utt_duration=1314 frames, utt_pad_proportion=0.0413, over 7505.05 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.2993, pruned_loss=0.07091, over 2471285.52 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06068, over 16632.66 utterances.], batch size: 28, lr: 5.29e-04
2022-08-23 14:22:02,388 INFO [train.py:927] (3/8) Epoch 6, batch 12500, giga_loss[loss=0.2429, simple_loss=0.3303, pruned_loss=0.07778, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03937, over 133.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3006, pruned_loss=0.07135, over 2471851.85 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06199, over 16905.44 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3072, pruned_loss=0.06724, over 2462170.39 frames. utt_duration=1316 frames, utt_pad_proportion=0.04039, over 7495.10 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3001, pruned_loss=0.07146, over 2472179.90 frames. utt_duration=561.8 frames, utt_pad_proportion=0.0628, over 17649.40 utterances.], batch size: 133, lr: 5.29e-04
2022-08-23 14:23:51,998 INFO [train.py:927] (3/8) Epoch 6, batch 12550, giga_loss[loss=0.2114, simple_loss=0.2985, pruned_loss=0.06217, over 12414.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02506, over 70.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3026, pruned_loss=0.07182, over 2472212.74 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06177, over 17221.45 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3075, pruned_loss=0.0675, over 2462602.35 frames. utt_duration=1319 frames, utt_pad_proportion=0.0393, over 7475.48 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3017, pruned_loss=0.07184, over 2472446.48 frames. utt_duration=545 frames, utt_pad_proportion=0.06316, over 18197.82 utterances.], batch size: 70, lr: 5.29e-04
2022-08-23 14:25:33,329 INFO [train.py:927] (3/8) Epoch 6, batch 12600, giga_loss[loss=0.2331, simple_loss=0.3174, pruned_loss=0.07441, over 12396.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07339, over 212.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3034, pruned_loss=0.07166, over 2472787.62 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06188, over 18135.14 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3071, pruned_loss=0.06737, over 2462613.33 frames. utt_duration=1321 frames, utt_pad_proportion=0.03893, over 7464.39 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.303, pruned_loss=0.07186, over 2473111.30 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06317, over 19058.32 utterances.], batch size: 212, lr: 5.28e-04
2022-08-23 14:27:12,972 INFO [train.py:927] (3/8) Epoch 6, batch 12650, giga_loss[loss=0.2021, simple_loss=0.2849, pruned_loss=0.05962, over 12381.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3017, pruned_loss=0.07032, over 2472559.65 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06307, over 17916.35 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.307, pruned_loss=0.06736, over 2462566.46 frames. utt_duration=1324 frames, utt_pad_proportion=0.03821, over 7448.83 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3013, pruned_loss=0.07057, over 2473111.26 frames. utt_duration=523.1 frames, utt_pad_proportion=0.0646, over 18964.22 utterances.], batch size: 62, lr: 5.28e-04
2022-08-23 14:28:54,070 INFO [train.py:927] (3/8) Epoch 6, batch 12700, giga_loss[loss=0.2439, simple_loss=0.319, pruned_loss=0.08441, over 12353.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03318, over 62.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3027, pruned_loss=0.07115, over 2472451.47 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06192, over 17727.01 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3075, pruned_loss=0.06775, over 2462644.27 frames. utt_duration=1323 frames, utt_pad_proportion=0.03763, over 7451.83 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3019, pruned_loss=0.07106, over 2472984.73 frames. utt_duration=529.3 frames, utt_pad_proportion=0.0636, over 18742.29 utterances.], batch size: 62, lr: 5.28e-04
2022-08-23 14:30:34,081 INFO [train.py:927] (3/8) Epoch 6, batch 12750, giga_loss[loss=0.2226, simple_loss=0.3005, pruned_loss=0.07238, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03453, over 80.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3061, pruned_loss=0.07249, over 2472324.34 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05792, over 17294.39 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3082, pruned_loss=0.06814, over 2462992.06 frames. utt_duration=1328 frames, utt_pad_proportion=0.03639, over 7427.02 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3046, pruned_loss=0.07223, over 2472839.32 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06031, over 18554.42 utterances.], batch size: 80, lr: 5.28e-04
2022-08-23 14:32:14,294 INFO [train.py:927] (3/8) Epoch 6, batch 12800, giga_loss[loss=0.2174, simple_loss=0.3069, pruned_loss=0.06399, over 12343.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3054, pruned_loss=0.07152, over 2472852.26 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05386, over 16659.86 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3076, pruned_loss=0.06801, over 2463054.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.03569, over 7412.42 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3047, pruned_loss=0.07154, over 2473521.16 frames. utt_duration=551.5 frames, utt_pad_proportion=0.0566, over 17989.70 utterances.], batch size: 62, lr: 5.28e-04
2022-08-23 14:33:57,300 INFO [train.py:927] (3/8) Epoch 6, batch 12850, libri_loss[loss=0.298, simple_loss=0.3595, pruned_loss=0.1182, over 12419.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02162, over 43.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.307, pruned_loss=0.07265, over 2472618.97 frames. utt_duration=607.4 frames, utt_pad_proportion=0.05259, over 16324.68 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3078, pruned_loss=0.06861, over 2462933.76 frames. utt_duration=1320 frames, utt_pad_proportion=0.03914, over 7469.30 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3061, pruned_loss=0.07223, over 2473550.40 frames. utt_duration=563 frames, utt_pad_proportion=0.05393, over 17621.86 utterances.], batch size: 43, lr: 5.28e-04
2022-08-23 14:35:38,349 INFO [train.py:927] (3/8) Epoch 6, batch 12900, giga_loss[loss=0.23, simple_loss=0.3156, pruned_loss=0.07219, over 12350.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03673, over 122.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.307, pruned_loss=0.07306, over 2472456.27 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05156, over 16716.99 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3079, pruned_loss=0.06902, over 2462513.78 frames. utt_duration=1323 frames, utt_pad_proportion=0.03858, over 7452.03 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3063, pruned_loss=0.07244, over 2473746.69 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05296, over 17924.85 utterances.], batch size: 122, lr: 5.28e-04
2022-08-23 14:37:17,480 INFO [train.py:927] (3/8) Epoch 6, batch 12950, giga_loss[loss=0.226, simple_loss=0.3139, pruned_loss=0.06904, over 12360.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04045, over 145.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3045, pruned_loss=0.07207, over 2473104.55 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05294, over 16536.42 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3082, pruned_loss=0.06934, over 2462662.01 frames. utt_duration=1315 frames, utt_pad_proportion=0.03975, over 7501.41 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3036, pruned_loss=0.07137, over 2474201.67 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05373, over 17618.82 utterances.], batch size: 145, lr: 5.28e-04
2022-08-23 14:38:56,411 INFO [train.py:927] (3/8) Epoch 6, batch 13000, giga_loss[loss=0.2399, simple_loss=0.32, pruned_loss=0.07988, over 12410.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02394, over 66.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3046, pruned_loss=0.07111, over 2473941.36 frames. utt_duration=577.2 frames, utt_pad_proportion=0.05676, over 17188.24 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3086, pruned_loss=0.06966, over 2462834.66 frames. utt_duration=1317 frames, utt_pad_proportion=0.03921, over 7488.94 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3034, pruned_loss=0.0703, over 2474937.45 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05752, over 18273.64 utterances.], batch size: 66, lr: 5.28e-04
2022-08-23 14:40:37,586 INFO [train.py:927] (3/8) Epoch 6, batch 13050, giga_loss[loss=0.2176, simple_loss=0.2819, pruned_loss=0.0767, over 12143.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03876, over 33.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3046, pruned_loss=0.07188, over 2474178.48 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06377, over 17930.84 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3086, pruned_loss=0.07008, over 2462977.23 frames. utt_duration=1309 frames, utt_pad_proportion=0.0429, over 7535.62 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3036, pruned_loss=0.07091, over 2475221.85 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06297, over 19067.91 utterances.], batch size: 33, lr: 5.28e-04
2022-08-23 14:42:19,049 INFO [train.py:927] (3/8) Epoch 6, batch 13100, giga_loss[loss=0.2115, simple_loss=0.2868, pruned_loss=0.06807, over 12378.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3037, pruned_loss=0.07241, over 2473916.37 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06387, over 18267.35 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3088, pruned_loss=0.07029, over 2463193.83 frames. utt_duration=1310 frames, utt_pad_proportion=0.04238, over 7529.61 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3026, pruned_loss=0.07149, over 2474703.89 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06349, over 19298.57 utterances.], batch size: 62, lr: 5.27e-04
2022-08-23 14:43:59,405 INFO [train.py:927] (3/8) Epoch 6, batch 13150, giga_loss[loss=0.217, simple_loss=0.2895, pruned_loss=0.07228, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3021, pruned_loss=0.07243, over 2474624.38 frames. utt_duration=549.6 frames, utt_pad_proportion=0.0616, over 18059.33 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3087, pruned_loss=0.07063, over 2463392.96 frames. utt_duration=1313 frames, utt_pad_proportion=0.04158, over 7511.57 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3012, pruned_loss=0.07142, over 2475325.35 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06187, over 19146.12 utterances.], batch size: 97, lr: 5.27e-04
2022-08-23 14:45:38,274 INFO [train.py:927] (3/8) Epoch 6, batch 13200, giga_loss[loss=0.2644, simple_loss=0.3256, pruned_loss=0.1016, over 12355.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.2999, pruned_loss=0.07144, over 2474199.55 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05834, over 17988.32 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.309, pruned_loss=0.07084, over 2463373.86 frames. utt_duration=1310 frames, utt_pad_proportion=0.04196, over 7530.95 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2988, pruned_loss=0.07047, over 2474978.62 frames. utt_duration=521.9 frames, utt_pad_proportion=0.05875, over 19025.19 utterances.], batch size: 258, lr: 5.27e-04
2022-08-23 14:47:20,360 INFO [train.py:927] (3/8) Epoch 6, batch 13250, giga_loss[loss=0.2175, simple_loss=0.2913, pruned_loss=0.07191, over 12366.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 365.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2973, pruned_loss=0.07014, over 2474290.36 frames. utt_duration=564.3 frames, utt_pad_proportion=0.0572, over 17584.44 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3095, pruned_loss=0.0712, over 2463506.24 frames. utt_duration=1312 frames, utt_pad_proportion=0.04159, over 7519.18 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2957, pruned_loss=0.06904, over 2475093.66 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05786, over 18695.37 utterances.], batch size: 365, lr: 5.27e-04
2022-08-23 14:49:00,813 INFO [train.py:927] (3/8) Epoch 6, batch 13300, giga_loss[loss=0.2184, simple_loss=0.3036, pruned_loss=0.06656, over 12382.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03475, over 122.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.2988, pruned_loss=0.07018, over 2474699.42 frames. utt_duration=555 frames, utt_pad_proportion=0.05627, over 17884.26 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3102, pruned_loss=0.07155, over 2463447.92 frames. utt_duration=1314 frames, utt_pad_proportion=0.04112, over 7506.45 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2966, pruned_loss=0.06896, over 2475558.77 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05708, over 18920.03 utterances.], batch size: 122, lr: 5.27e-04
2022-08-23 14:50:40,664 INFO [train.py:927] (3/8) Epoch 6, batch 13350, giga_loss[loss=0.2263, simple_loss=0.2992, pruned_loss=0.07669, over 12319.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02866, over 79.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3015, pruned_loss=0.07148, over 2474180.14 frames. utt_duration=576.7 frames, utt_pad_proportion=0.0555, over 17205.68 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3105, pruned_loss=0.07184, over 2463518.54 frames. utt_duration=1315 frames, utt_pad_proportion=0.0406, over 7504.46 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2994, pruned_loss=0.07023, over 2474985.95 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05653, over 18206.31 utterances.], batch size: 79, lr: 5.27e-04
2022-08-23 14:52:21,103 INFO [train.py:927] (3/8) Epoch 6, batch 13400, libri_loss[loss=0.2053, simple_loss=0.2871, pruned_loss=0.06182, over 12121.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006794, over 32.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3033, pruned_loss=0.0722, over 2473809.93 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05298, over 16826.05 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3103, pruned_loss=0.07194, over 2463567.75 frames. utt_duration=1318 frames, utt_pad_proportion=0.03986, over 7483.07 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3016, pruned_loss=0.0711, over 2474672.73 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05435, over 17865.84 utterances.], batch size: 32, lr: 5.27e-04
2022-08-23 14:54:06,570 INFO [train.py:927] (3/8) Epoch 6, batch 13450, giga_loss[loss=0.2975, simple_loss=0.3621, pruned_loss=0.1164, over 12256.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3092, pruned_loss=0.07679, over 2473289.58 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05642, over 16934.96 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3106, pruned_loss=0.07238, over 2463757.85 frames. utt_duration=1318 frames, utt_pad_proportion=0.0394, over 7484.04 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3074, pruned_loss=0.07554, over 2474038.95 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05759, over 17964.26 utterances.], batch size: 54, lr: 5.27e-04
2022-08-23 14:55:47,322 INFO [train.py:927] (3/8) Epoch 6, batch 13500, giga_loss[loss=0.2794, simple_loss=0.3517, pruned_loss=0.1036, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03109, over 42.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3157, pruned_loss=0.08055, over 2473527.85 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05393, over 17249.98 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3108, pruned_loss=0.07245, over 2463611.50 frames. utt_duration=1317 frames, utt_pad_proportion=0.03956, over 7492.69 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3142, pruned_loss=0.07965, over 2474482.45 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05508, over 18285.91 utterances.], batch size: 42, lr: 5.27e-04
2022-08-23 14:57:31,037 INFO [train.py:927] (3/8) Epoch 6, batch 13550, giga_loss[loss=0.251, simple_loss=0.3343, pruned_loss=0.08384, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.02929, over 58.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3245, pruned_loss=0.08724, over 2473940.89 frames. utt_duration=547.5 frames, utt_pad_proportion=0.0553, over 18122.71 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3116, pruned_loss=0.07293, over 2463860.43 frames. utt_duration=1314 frames, utt_pad_proportion=0.03953, over 7510.23 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3228, pruned_loss=0.08626, over 2474618.31 frames. utt_duration=521 frames, utt_pad_proportion=0.0562, over 19054.97 utterances.], batch size: 58, lr: 5.27e-04
2022-08-23 14:59:15,885 INFO [train.py:927] (3/8) Epoch 6, batch 13600, giga_loss[loss=0.2596, simple_loss=0.3307, pruned_loss=0.09425, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3278, pruned_loss=0.09054, over 2474478.63 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06178, over 18743.65 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3109, pruned_loss=0.07287, over 2463653.69 frames. utt_duration=1318 frames, utt_pad_proportion=0.03914, over 7483.24 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3272, pruned_loss=0.09008, over 2475386.82 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06242, over 19697.03 utterances.], batch size: 80, lr: 5.27e-04
2022-08-23 15:01:04,185 INFO [train.py:927] (3/8) Epoch 6, batch 13650, giga_loss[loss=0.2647, simple_loss=0.3331, pruned_loss=0.0981, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03311, over 43.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3322, pruned_loss=0.09584, over 2475250.70 frames. utt_duration=492 frames, utt_pad_proportion=0.07616, over 20185.45 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3107, pruned_loss=0.07297, over 2464031.51 frames. utt_duration=1315 frames, utt_pad_proportion=0.03922, over 7501.18 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3326, pruned_loss=0.09605, over 2475987.67 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07644, over 21332.40 utterances.], batch size: 43, lr: 5.26e-04
2022-08-23 15:02:51,702 INFO [train.py:927] (3/8) Epoch 6, batch 13700, giga_loss[loss=0.3159, simple_loss=0.3688, pruned_loss=0.1315, over 12367.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04653, over 146.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3379, pruned_loss=0.1006, over 2475267.22 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07824, over 20718.87 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3109, pruned_loss=0.07323, over 2464292.39 frames. utt_duration=1316 frames, utt_pad_proportion=0.03846, over 7499.46 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3389, pruned_loss=0.1014, over 2476012.02 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07903, over 22073.08 utterances.], batch size: 146, lr: 5.26e-04
2022-08-23 15:04:41,013 INFO [train.py:927] (3/8) Epoch 6, batch 13750, libri_loss[loss=0.2246, simple_loss=0.3301, pruned_loss=0.05952, over 12484.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006895, over 36.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3402, pruned_loss=0.1034, over 2475311.27 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0747, over 21225.53 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3112, pruned_loss=0.07327, over 2464506.07 frames. utt_duration=1318 frames, utt_pad_proportion=0.03804, over 7487.04 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3411, pruned_loss=0.1044, over 2475846.62 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0758, over 22497.34 utterances.], batch size: 36, lr: 5.26e-04
2022-08-23 15:06:25,039 INFO [train.py:927] (3/8) Epoch 6, batch 13800, giga_loss[loss=0.3063, simple_loss=0.368, pruned_loss=0.1223, over 12447.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03545, over 105.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3414, pruned_loss=0.1041, over 2474918.48 frames. utt_duration=444.9 frames, utt_pad_proportion=0.0804, over 22325.00 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3108, pruned_loss=0.07328, over 2464535.50 frames. utt_duration=1322 frames, utt_pad_proportion=0.03754, over 7464.51 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3429, pruned_loss=0.1054, over 2475520.65 frames. utt_duration=420.9 frames, utt_pad_proportion=0.08129, over 23607.33 utterances.], batch size: 105, lr: 5.26e-04
2022-08-23 15:08:06,789 INFO [train.py:927] (3/8) Epoch 6, batch 13850, giga_loss[loss=0.2255, simple_loss=0.3088, pruned_loss=0.07111, over 12336.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03327, over 62.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3414, pruned_loss=0.1038, over 2475154.55 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07795, over 22480.41 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3109, pruned_loss=0.07362, over 2464420.90 frames. utt_duration=1324 frames, utt_pad_proportion=0.03687, over 7451.09 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3432, pruned_loss=0.1052, over 2475979.71 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07925, over 23865.87 utterances.], batch size: 62, lr: 5.26e-04
2022-08-23 15:09:55,220 INFO [train.py:927] (3/8) Epoch 6, batch 13900, giga_loss[loss=0.2143, simple_loss=0.311, pruned_loss=0.05881, over 12413.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04279, over 31.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3395, pruned_loss=0.1011, over 2475042.61 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07498, over 22486.96 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3108, pruned_loss=0.07376, over 2464278.20 frames. utt_duration=1322 frames, utt_pad_proportion=0.03729, over 7463.06 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3417, pruned_loss=0.1028, over 2476064.87 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07633, over 23915.39 utterances.], batch size: 31, lr: 5.26e-04
2022-08-23 15:11:39,912 INFO [train.py:927] (3/8) Epoch 6, batch 13950, giga_loss[loss=0.2311, simple_loss=0.3095, pruned_loss=0.07631, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02635, over 45.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3357, pruned_loss=0.09783, over 2474215.14 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07358, over 21609.06 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3107, pruned_loss=0.074, over 2464261.45 frames. utt_duration=1306 frames, utt_pad_proportion=0.0431, over 7556.76 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3382, pruned_loss=0.09962, over 2475299.69 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07358, over 23055.25 utterances.], batch size: 45, lr: 5.26e-04
2022-08-23 15:13:24,885 INFO [train.py:927] (3/8) Epoch 6, batch 14000, giga_loss[loss=0.2673, simple_loss=0.3347, pruned_loss=0.09994, over 12390.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07014, over 212.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3336, pruned_loss=0.09615, over 2474159.26 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07465, over 21321.41 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3111, pruned_loss=0.07421, over 2464397.14 frames. utt_duration=1308 frames, utt_pad_proportion=0.04244, over 7545.70 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3357, pruned_loss=0.0978, over 2475100.59 frames. utt_duration=437 frames, utt_pad_proportion=0.07497, over 22728.24 utterances.], batch size: 212, lr: 5.26e-04
2022-08-23 15:15:18,041 INFO [train.py:927] (3/8) Epoch 6, batch 14050, giga_loss[loss=0.2378, simple_loss=0.3267, pruned_loss=0.07442, over 12107.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04554, over 33.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3322, pruned_loss=0.09483, over 2474344.21 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07653, over 21151.45 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3116, pruned_loss=0.07471, over 2464656.29 frames. utt_duration=1295 frames, utt_pad_proportion=0.04716, over 7623.70 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3338, pruned_loss=0.09598, over 2474992.19 frames. utt_duration=443.8 frames, utt_pad_proportion=0.0756, over 22379.13 utterances.], batch size: 33, lr: 5.26e-04
2022-08-23 15:17:05,681 INFO [train.py:927] (3/8) Epoch 6, batch 14100, giga_loss[loss=0.27, simple_loss=0.3431, pruned_loss=0.09851, over 12431.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03286, over 75.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3333, pruned_loss=0.0929, over 2474679.37 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07165, over 20634.44 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3116, pruned_loss=0.07487, over 2464698.95 frames. utt_duration=1296 frames, utt_pad_proportion=0.0468, over 7617.46 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3346, pruned_loss=0.09384, over 2475238.67 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07132, over 21720.34 utterances.], batch size: 75, lr: 5.26e-04
2022-08-23 15:18:53,092 INFO [train.py:927] (3/8) Epoch 6, batch 14150, giga_loss[loss=0.2427, simple_loss=0.313, pruned_loss=0.08623, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0376, over 40.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3315, pruned_loss=0.09177, over 2474679.33 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06821, over 20021.77 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3115, pruned_loss=0.07516, over 2464783.44 frames. utt_duration=1301 frames, utt_pad_proportion=0.04589, over 7589.22 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3334, pruned_loss=0.0928, over 2475360.78 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0686, over 21306.80 utterances.], batch size: 40, lr: 5.26e-04
2022-08-23 15:20:39,980 INFO [train.py:927] (3/8) Epoch 6, batch 14200, giga_loss[loss=0.2684, simple_loss=0.3364, pruned_loss=0.1002, over 12285.00 frames. utt_duration=848.6 frames, utt_pad_proportion=0.03788, over 58.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.33, pruned_loss=0.09149, over 2474608.84 frames. utt_duration=507.3 frames, utt_pad_proportion=0.071, over 19568.87 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3118, pruned_loss=0.07549, over 2465000.96 frames. utt_duration=1298 frames, utt_pad_proportion=0.04597, over 7607.28 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3316, pruned_loss=0.09242, over 2475190.16 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07139, over 20853.31 utterances.], batch size: 58, lr: 5.26e-04
2022-08-23 15:22:27,259 INFO [train.py:927] (3/8) Epoch 6, batch 14250, giga_loss[loss=0.2756, simple_loss=0.355, pruned_loss=0.09813, over 12392.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03544, over 80.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3281, pruned_loss=0.09037, over 2474269.73 frames. utt_duration=501.1 frames, utt_pad_proportion=0.0743, over 19805.34 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3118, pruned_loss=0.07555, over 2464923.92 frames. utt_duration=1299 frames, utt_pad_proportion=0.04546, over 7597.19 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3296, pruned_loss=0.09125, over 2474942.27 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07477, over 20998.55 utterances.], batch size: 80, lr: 5.25e-04
2022-08-23 15:24:09,483 INFO [train.py:927] (3/8) Epoch 6, batch 14300, libri_loss[loss=0.2204, simple_loss=0.2978, pruned_loss=0.07153, over 12121.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006082, over 32.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3277, pruned_loss=0.0895, over 2474498.24 frames. utt_duration=488.1 frames, utt_pad_proportion=0.0753, over 20336.17 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3119, pruned_loss=0.0756, over 2464811.89 frames. utt_duration=1301 frames, utt_pad_proportion=0.04501, over 7586.24 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3291, pruned_loss=0.09036, over 2475287.47 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07592, over 21481.66 utterances.], batch size: 32, lr: 5.25e-04
2022-08-23 15:25:55,195 INFO [train.py:927] (3/8) Epoch 6, batch 14350, libri_loss[loss=0.2946, simple_loss=0.3631, pruned_loss=0.1131, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01353, over 40.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3274, pruned_loss=0.08986, over 2474854.55 frames. utt_duration=485 frames, utt_pad_proportion=0.07285, over 20472.93 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3122, pruned_loss=0.07592, over 2464846.72 frames. utt_duration=1303 frames, utt_pad_proportion=0.04436, over 7572.70 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3284, pruned_loss=0.09049, over 2475599.70 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07382, over 21615.67 utterances.], batch size: 40, lr: 5.25e-04
2022-08-23 15:27:38,487 INFO [train.py:927] (3/8) Epoch 6, batch 14400, giga_loss[loss=0.2204, simple_loss=0.2881, pruned_loss=0.07631, over 12463.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03269, over 43.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3257, pruned_loss=0.08928, over 2474680.21 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06744, over 19870.38 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3121, pruned_loss=0.07613, over 2464850.34 frames. utt_duration=1306 frames, utt_pad_proportion=0.04368, over 7559.64 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3269, pruned_loss=0.08989, over 2475487.41 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06892, over 21069.42 utterances.], batch size: 43, lr: 5.25e-04
2022-08-23 15:29:25,287 INFO [train.py:927] (3/8) Epoch 6, batch 14450, giga_loss[loss=0.2458, simple_loss=0.3193, pruned_loss=0.0862, over 12412.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3241, pruned_loss=0.08865, over 2474361.95 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06793, over 19746.98 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3118, pruned_loss=0.07615, over 2464364.32 frames. utt_duration=1311 frames, utt_pad_proportion=0.0429, over 7529.95 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3256, pruned_loss=0.08939, over 2475682.97 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06951, over 21013.89 utterances.], batch size: 80, lr: 5.25e-04
2022-08-23 15:31:09,079 INFO [train.py:927] (3/8) Epoch 6, batch 14500, libri_loss[loss=0.2661, simple_loss=0.3406, pruned_loss=0.09583, over 12335.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01635, over 41.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3238, pruned_loss=0.0889, over 2474206.40 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06619, over 19661.63 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3123, pruned_loss=0.0765, over 2464406.81 frames. utt_duration=1304 frames, utt_pad_proportion=0.04309, over 7566.47 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3249, pruned_loss=0.08952, over 2475499.75 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06774, over 20983.24 utterances.], batch size: 41, lr: 5.25e-04
2022-08-23 15:32:58,810 INFO [train.py:927] (3/8) Epoch 6, batch 14550, giga_loss[loss=0.2493, simple_loss=0.3277, pruned_loss=0.08539, over 12279.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02659, over 54.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3239, pruned_loss=0.08847, over 2474136.80 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07183, over 20100.40 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3122, pruned_loss=0.07654, over 2464654.36 frames. utt_duration=1306 frames, utt_pad_proportion=0.04264, over 7558.07 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.325, pruned_loss=0.08907, over 2475074.92 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07296, over 21305.42 utterances.], batch size: 54, lr: 5.25e-04
2022-08-23 15:34:41,413 INFO [train.py:927] (3/8) Epoch 6, batch 14600, giga_loss[loss=0.2254, simple_loss=0.2982, pruned_loss=0.0763, over 12146.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03656, over 33.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3245, pruned_loss=0.0886, over 2473462.24 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07343, over 19730.01 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3127, pruned_loss=0.07688, over 2464708.59 frames. utt_duration=1295 frames, utt_pad_proportion=0.04375, over 7619.38 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3254, pruned_loss=0.08923, over 2474530.06 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07439, over 21148.79 utterances.], batch size: 33, lr: 5.25e-04
2022-08-23 15:36:26,833 INFO [train.py:927] (3/8) Epoch 6, batch 14650, giga_loss[loss=0.2567, simple_loss=0.3283, pruned_loss=0.0926, over 12405.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03839, over 113.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.327, pruned_loss=0.09102, over 2473636.33 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07268, over 20061.57 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3126, pruned_loss=0.07702, over 2464635.69 frames. utt_duration=1300 frames, utt_pad_proportion=0.04276, over 7590.93 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3282, pruned_loss=0.09183, over 2474881.12 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07407, over 21626.16 utterances.], batch size: 113, lr: 5.25e-04
2022-08-23 15:38:11,501 INFO [train.py:927] (3/8) Epoch 6, batch 14700, giga_loss[loss=0.2488, simple_loss=0.3225, pruned_loss=0.08751, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3278, pruned_loss=0.0928, over 2474592.49 frames. utt_duration=482 frames, utt_pad_proportion=0.07082, over 20597.27 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3129, pruned_loss=0.07745, over 2464942.60 frames. utt_duration=1300 frames, utt_pad_proportion=0.04204, over 7592.27 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3288, pruned_loss=0.09336, over 2475513.02 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07244, over 22135.64 utterances.], batch size: 133, lr: 5.25e-04
2022-08-23 15:39:57,177 INFO [train.py:927] (3/8) Epoch 6, batch 14750, giga_loss[loss=0.2319, simple_loss=0.3074, pruned_loss=0.07821, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03092, over 43.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3295, pruned_loss=0.09437, over 2475175.67 frames. utt_duration=461 frames, utt_pad_proportion=0.07535, over 21545.85 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07732, over 2464873.88 frames. utt_duration=1302 frames, utt_pad_proportion=0.04192, over 7582.31 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3305, pruned_loss=0.09502, over 2476007.03 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07641, over 22824.10 utterances.], batch size: 43, lr: 5.25e-04
2022-08-23 15:41:39,607 INFO [train.py:927] (3/8) Epoch 6, batch 14800, giga_loss[loss=0.239, simple_loss=0.3146, pruned_loss=0.08172, over 12340.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03007, over 91.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3288, pruned_loss=0.09227, over 2474321.13 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07357, over 21238.29 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3139, pruned_loss=0.07776, over 2464465.19 frames. utt_duration=1303 frames, utt_pad_proportion=0.04169, over 7576.85 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3288, pruned_loss=0.09265, over 2475547.55 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07474, over 22508.48 utterances.], batch size: 91, lr: 5.24e-04
2022-08-23 15:43:26,817 INFO [train.py:927] (3/8) Epoch 6, batch 14850, giga_loss[loss=0.2254, simple_loss=0.3032, pruned_loss=0.07378, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03017, over 97.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3261, pruned_loss=0.09089, over 2473615.97 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07507, over 20492.26 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3142, pruned_loss=0.07803, over 2464074.37 frames. utt_duration=1295 frames, utt_pad_proportion=0.04539, over 7617.87 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3264, pruned_loss=0.09151, over 2475398.32 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07514, over 22050.10 utterances.], batch size: 97, lr: 5.24e-04
2022-08-23 15:45:10,444 INFO [train.py:927] (3/8) Epoch 6, batch 14900, giga_loss[loss=0.253, simple_loss=0.3424, pruned_loss=0.08183, over 12383.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02751, over 70.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3254, pruned_loss=0.09071, over 2473766.36 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07513, over 20204.43 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.07833, over 2464046.27 frames. utt_duration=1285 frames, utt_pad_proportion=0.04888, over 7681.78 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3258, pruned_loss=0.09118, over 2475361.95 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07438, over 21611.24 utterances.], batch size: 70, lr: 5.24e-04
2022-08-23 15:46:58,358 INFO [train.py:927] (3/8) Epoch 6, batch 14950, giga_loss[loss=0.2708, simple_loss=0.3509, pruned_loss=0.09536, over 12431.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07582, over 213.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3283, pruned_loss=0.09048, over 2473374.85 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07406, over 20104.18 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3142, pruned_loss=0.07845, over 2463672.13 frames. utt_duration=1283 frames, utt_pad_proportion=0.04862, over 7688.99 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3291, pruned_loss=0.0911, over 2475283.06 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07389, over 21575.63 utterances.], batch size: 213, lr: 5.24e-04
2022-08-23 15:48:42,235 INFO [train.py:927] (3/8) Epoch 6, batch 15000, libri_loss[loss=0.2443, simple_loss=0.3064, pruned_loss=0.09109, over 12144.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004932, over 32.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3299, pruned_loss=0.09115, over 2473540.43 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07689, over 20467.82 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3142, pruned_loss=0.07864, over 2463343.73 frames. utt_duration=1284 frames, utt_pad_proportion=0.04807, over 7681.65 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3308, pruned_loss=0.09163, over 2475523.83 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07693, over 21826.13 utterances.], batch size: 32, lr: 5.24e-04
2022-08-23 15:48:42,236 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 15:48:56,174 INFO [train.py:967] (3/8) 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 15:50:39,642 INFO [train.py:927] (3/8) Epoch 6, batch 15050, giga_loss[loss=0.2972, simple_loss=0.3569, pruned_loss=0.1188, over 12405.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3293, pruned_loss=0.09181, over 2473591.72 frames. utt_duration=491.8 frames, utt_pad_proportion=0.08332, over 20178.58 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3143, pruned_loss=0.07891, over 2463555.17 frames. utt_duration=1275 frames, utt_pad_proportion=0.05126, over 7735.24 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3303, pruned_loss=0.09228, over 2475270.58 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0824, over 21564.46 utterances.], batch size: 183, lr: 5.24e-04
2022-08-23 15:52:23,480 INFO [train.py:927] (3/8) Epoch 6, batch 15100, giga_loss[loss=0.2789, simple_loss=0.3475, pruned_loss=0.1051, over 12360.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03294, over 104.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3287, pruned_loss=0.09228, over 2473861.85 frames. utt_duration=483.3 frames, utt_pad_proportion=0.08274, over 20538.26 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.07896, over 2463549.02 frames. utt_duration=1279 frames, utt_pad_proportion=0.05065, over 7710.71 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3299, pruned_loss=0.09286, over 2475400.13 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08244, over 21895.74 utterances.], batch size: 104, lr: 5.24e-04
2022-08-23 15:54:04,420 INFO [train.py:927] (3/8) Epoch 6, batch 15150, giga_loss[loss=0.2742, simple_loss=0.3385, pruned_loss=0.105, over 12417.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06206, over 183.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3264, pruned_loss=0.09154, over 2474249.97 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07818, over 19427.54 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.07883, over 2463561.21 frames. utt_duration=1283 frames, utt_pad_proportion=0.05011, over 7692.14 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.328, pruned_loss=0.09227, over 2475587.68 frames. utt_duration=480.4 frames, utt_pad_proportion=0.0785, over 20673.90 utterances.], batch size: 183, lr: 5.24e-04
2022-08-23 15:55:49,087 INFO [train.py:927] (3/8) Epoch 6, batch 15200, giga_loss[loss=0.26, simple_loss=0.3265, pruned_loss=0.09677, over 12349.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3271, pruned_loss=0.09289, over 2474149.75 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07902, over 20045.69 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.314, pruned_loss=0.07929, over 2463341.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.05017, over 7703.31 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3283, pruned_loss=0.09331, over 2475582.78 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07939, over 21232.56 utterances.], batch size: 97, lr: 5.24e-04
2022-08-23 15:57:30,150 INFO [train.py:927] (3/8) Epoch 6, batch 15250, giga_loss[loss=0.2396, simple_loss=0.31, pruned_loss=0.0846, over 12378.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3254, pruned_loss=0.09261, over 2473606.11 frames. utt_duration=494.4 frames, utt_pad_proportion=0.08078, over 20072.94 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3137, pruned_loss=0.07964, over 2463565.82 frames. utt_duration=1289 frames, utt_pad_proportion=0.04883, over 7653.58 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3271, pruned_loss=0.09322, over 2475067.43 frames. utt_duration=458.4 frames, utt_pad_proportion=0.08183, over 21665.97 utterances.], batch size: 133, lr: 5.24e-04
2022-08-23 15:59:11,178 INFO [train.py:927] (3/8) Epoch 6, batch 15300, giga_loss[loss=0.3356, simple_loss=0.3752, pruned_loss=0.148, over 12376.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3278, pruned_loss=0.09366, over 2474175.74 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07964, over 20332.36 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3138, pruned_loss=0.07983, over 2463786.33 frames. utt_duration=1287 frames, utt_pad_proportion=0.04856, over 7665.02 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3294, pruned_loss=0.09427, over 2475382.04 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08086, over 21864.21 utterances.], batch size: 258, lr: 5.24e-04
2022-08-23 16:00:56,017 INFO [train.py:927] (3/8) Epoch 6, batch 15350, giga_loss[loss=0.2341, simple_loss=0.3239, pruned_loss=0.07211, over 12349.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3286, pruned_loss=0.09395, over 2474581.23 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07731, over 19920.84 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3144, pruned_loss=0.0804, over 2463927.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.04798, over 7665.07 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3294, pruned_loss=0.09409, over 2475550.54 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07881, over 21301.62 utterances.], batch size: 97, lr: 5.23e-04
2022-08-23 16:02:37,802 INFO [train.py:927] (3/8) Epoch 6, batch 15400, giga_loss[loss=0.261, simple_loss=0.3456, pruned_loss=0.08815, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03744, over 113.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.331, pruned_loss=0.09286, over 2475052.69 frames. utt_duration=504 frames, utt_pad_proportion=0.0769, over 19699.75 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.315, pruned_loss=0.0809, over 2464209.39 frames. utt_duration=1276 frames, utt_pad_proportion=0.05257, over 7736.73 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3314, pruned_loss=0.09271, over 2475707.69 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07688, over 20885.37 utterances.], batch size: 113, lr: 5.23e-04
2022-08-23 16:04:21,503 INFO [train.py:927] (3/8) Epoch 6, batch 15450, giga_loss[loss=0.2283, simple_loss=0.3119, pruned_loss=0.07237, over 12414.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03381, over 80.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3333, pruned_loss=0.09394, over 2475478.27 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07281, over 19490.90 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3149, pruned_loss=0.08089, over 2464352.96 frames. utt_duration=1279 frames, utt_pad_proportion=0.05177, over 7717.15 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.334, pruned_loss=0.09406, over 2476051.64 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07341, over 20661.06 utterances.], batch size: 80, lr: 5.23e-04
2022-08-23 16:06:01,355 INFO [train.py:927] (3/8) Epoch 6, batch 15500, giga_loss[loss=0.2576, simple_loss=0.3289, pruned_loss=0.09315, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02576, over 48.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3338, pruned_loss=0.0958, over 2474469.37 frames. utt_duration=518 frames, utt_pad_proportion=0.07161, over 19162.25 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3143, pruned_loss=0.08108, over 2464344.11 frames. utt_duration=1284 frames, utt_pad_proportion=0.0506, over 7684.96 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3359, pruned_loss=0.09646, over 2475523.57 frames. utt_duration=478 frames, utt_pad_proportion=0.0729, over 20778.09 utterances.], batch size: 48, lr: 5.23e-04
2022-08-23 16:07:44,143 INFO [train.py:927] (3/8) Epoch 6, batch 15550, giga_loss[loss=0.2201, simple_loss=0.312, pruned_loss=0.06414, over 12338.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03116, over 70.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3344, pruned_loss=0.09613, over 2474282.46 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07857, over 20221.08 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3146, pruned_loss=0.08126, over 2464482.30 frames. utt_duration=1282 frames, utt_pad_proportion=0.05035, over 7696.18 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3365, pruned_loss=0.09697, over 2475337.73 frames. utt_duration=453.8 frames, utt_pad_proportion=0.0794, over 21889.03 utterances.], batch size: 70, lr: 5.23e-04
2022-08-23 16:09:27,148 INFO [train.py:927] (3/8) Epoch 6, batch 15600, giga_loss[loss=0.2396, simple_loss=0.3252, pruned_loss=0.07705, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04004, over 31.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3332, pruned_loss=0.09308, over 2473870.91 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07806, over 19704.12 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3149, pruned_loss=0.08146, over 2464545.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05444, over 7767.34 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3352, pruned_loss=0.09401, over 2474965.07 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07785, over 21376.73 utterances.], batch size: 31, lr: 5.23e-04
2022-08-23 16:11:08,889 INFO [train.py:927] (3/8) Epoch 6, batch 15650, giga_loss[loss=0.2692, simple_loss=0.3449, pruned_loss=0.09677, over 12452.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03083, over 55.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3345, pruned_loss=0.09386, over 2474306.11 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07906, over 20162.96 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3156, pruned_loss=0.08182, over 2464586.28 frames. utt_duration=1269 frames, utt_pad_proportion=0.05427, over 7777.95 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3359, pruned_loss=0.09449, over 2475299.64 frames. utt_duration=457.9 frames, utt_pad_proportion=0.079, over 21691.76 utterances.], batch size: 55, lr: 5.23e-04
2022-08-23 16:12:52,057 INFO [train.py:927] (3/8) Epoch 6, batch 15700, giga_loss[loss=0.2719, simple_loss=0.3313, pruned_loss=0.1062, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03852, over 113.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3332, pruned_loss=0.0942, over 2474509.38 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07739, over 20299.05 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3155, pruned_loss=0.082, over 2464492.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05328, over 7746.83 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3347, pruned_loss=0.09481, over 2475607.08 frames. utt_duration=455 frames, utt_pad_proportion=0.07794, over 21837.06 utterances.], batch size: 113, lr: 5.23e-04
2022-08-23 16:14:34,126 INFO [train.py:927] (3/8) Epoch 6, batch 15750, giga_loss[loss=0.2276, simple_loss=0.3085, pruned_loss=0.07332, over 12472.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3309, pruned_loss=0.0933, over 2474250.45 frames. utt_duration=480.7 frames, utt_pad_proportion=0.08171, over 20652.72 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3153, pruned_loss=0.082, over 2464267.68 frames. utt_duration=1276 frames, utt_pad_proportion=0.05212, over 7732.66 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3329, pruned_loss=0.0942, over 2475677.53 frames. utt_duration=445 frames, utt_pad_proportion=0.08255, over 22328.91 utterances.], batch size: 55, lr: 5.23e-04
2022-08-23 16:16:15,860 INFO [train.py:927] (3/8) Epoch 6, batch 15800, giga_loss[loss=0.3071, simple_loss=0.3599, pruned_loss=0.1272, over 12388.00 frames. utt_duration=191.3 frames, utt_pad_proportion=0.1141, over 261.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3297, pruned_loss=0.09327, over 2474764.21 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07689, over 20750.26 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3151, pruned_loss=0.08193, over 2464296.34 frames. utt_duration=1278 frames, utt_pad_proportion=0.05174, over 7723.33 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3315, pruned_loss=0.09413, over 2475954.30 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07805, over 22187.10 utterances.], batch size: 261, lr: 5.23e-04
2022-08-23 16:17:57,080 INFO [train.py:927] (3/8) Epoch 6, batch 15850, giga_loss[loss=0.1747, simple_loss=0.268, pruned_loss=0.04072, over 12413.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04247, over 26.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3264, pruned_loss=0.09014, over 2475136.40 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07908, over 21769.51 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3153, pruned_loss=0.08203, over 2464440.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.05152, over 7723.71 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3277, pruned_loss=0.09076, over 2475982.14 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07997, over 22957.77 utterances.], batch size: 26, lr: 5.23e-04
2022-08-23 16:19:45,043 INFO [train.py:927] (3/8) Epoch 6, batch 15900, giga_loss[loss=0.2998, simple_loss=0.3568, pruned_loss=0.1214, over 12422.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05259, over 162.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3252, pruned_loss=0.08958, over 2475662.89 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07877, over 22312.82 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3154, pruned_loss=0.08203, over 2464459.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.05121, over 7704.52 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3263, pruned_loss=0.09014, over 2476409.66 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07962, over 23398.41 utterances.], batch size: 162, lr: 5.22e-04
2022-08-23 16:21:30,825 INFO [train.py:927] (3/8) Epoch 6, batch 15950, giga_loss[loss=0.2544, simple_loss=0.3325, pruned_loss=0.08812, over 12447.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03788, over 123.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3228, pruned_loss=0.08875, over 2475278.62 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07672, over 21835.77 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3156, pruned_loss=0.08205, over 2464593.02 frames. utt_duration=1281 frames, utt_pad_proportion=0.05096, over 7706.88 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3237, pruned_loss=0.08926, over 2475894.09 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07769, over 22879.70 utterances.], batch size: 123, lr: 5.22e-04
2022-08-23 16:23:13,350 INFO [train.py:927] (3/8) Epoch 6, batch 16000, giga_loss[loss=0.2274, simple_loss=0.3239, pruned_loss=0.06546, over 12402.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02447, over 66.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3238, pruned_loss=0.0884, over 2475040.30 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07089, over 20617.37 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3153, pruned_loss=0.082, over 2464391.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.05004, over 7676.51 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3249, pruned_loss=0.08901, over 2475977.12 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07241, over 21780.95 utterances.], batch size: 66, lr: 5.22e-04
2022-08-23 16:24:56,209 INFO [train.py:927] (3/8) Epoch 6, batch 16050, giga_loss[loss=0.235, simple_loss=0.3002, pruned_loss=0.08496, over 12421.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04063, over 37.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3234, pruned_loss=0.08848, over 2474756.99 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07075, over 20553.13 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3154, pruned_loss=0.08237, over 2464454.60 frames. utt_duration=1286 frames, utt_pad_proportion=0.04922, over 7676.17 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3244, pruned_loss=0.0888, over 2475746.26 frames. utt_duration=455 frames, utt_pad_proportion=0.07244, over 21836.51 utterances.], batch size: 37, lr: 5.22e-04
2022-08-23 16:26:39,858 INFO [train.py:927] (3/8) Epoch 6, batch 16100, giga_loss[loss=0.29, simple_loss=0.3531, pruned_loss=0.1135, over 12391.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06353, over 183.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3246, pruned_loss=0.0896, over 2473968.84 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07181, over 19906.74 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3158, pruned_loss=0.08284, over 2464323.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05262, over 7737.82 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3252, pruned_loss=0.0896, over 2475111.14 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07243, over 21170.35 utterances.], batch size: 183, lr: 5.22e-04
2022-08-23 16:28:23,486 INFO [train.py:927] (3/8) Epoch 6, batch 16150, giga_loss[loss=0.2754, simple_loss=0.3463, pruned_loss=0.1022, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06398, over 183.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3272, pruned_loss=0.09218, over 2474713.95 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07431, over 20568.46 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3156, pruned_loss=0.08272, over 2464657.50 frames. utt_duration=1281 frames, utt_pad_proportion=0.05182, over 7703.32 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3282, pruned_loss=0.09253, over 2475640.72 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07505, over 21997.40 utterances.], batch size: 183, lr: 5.22e-04
2022-08-23 16:30:13,972 INFO [train.py:927] (3/8) Epoch 6, batch 16200, giga_loss[loss=0.3439, simple_loss=0.3953, pruned_loss=0.1463, over 12369.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3285, pruned_loss=0.09268, over 2475043.33 frames. utt_duration=468 frames, utt_pad_proportion=0.07852, over 21220.08 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3155, pruned_loss=0.08255, over 2464491.16 frames. utt_duration=1284 frames, utt_pad_proportion=0.05109, over 7688.44 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3296, pruned_loss=0.09328, over 2476104.96 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07919, over 22594.27 utterances.], batch size: 258, lr: 5.22e-04
2022-08-23 16:31:57,541 INFO [train.py:927] (3/8) Epoch 6, batch 16250, giga_loss[loss=0.2621, simple_loss=0.3215, pruned_loss=0.1013, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03299, over 42.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3295, pruned_loss=0.09313, over 2475275.41 frames. utt_duration=455.4 frames, utt_pad_proportion=0.08023, over 21809.91 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3158, pruned_loss=0.08278, over 2464713.59 frames. utt_duration=1284 frames, utt_pad_proportion=0.04999, over 7684.63 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3305, pruned_loss=0.09373, over 2476261.28 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08135, over 23373.22 utterances.], batch size: 42, lr: 5.22e-04
2022-08-23 16:33:43,611 INFO [train.py:927] (3/8) Epoch 6, batch 16300, giga_loss[loss=0.3423, simple_loss=0.3762, pruned_loss=0.1542, over 12333.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.207, over 370.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3277, pruned_loss=0.09249, over 2474543.15 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08244, over 21832.18 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3153, pruned_loss=0.08243, over 2464587.67 frames. utt_duration=1287 frames, utt_pad_proportion=0.04977, over 7670.50 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3293, pruned_loss=0.09359, over 2475784.29 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08354, over 23557.99 utterances.], batch size: 370, lr: 5.22e-04
2022-08-23 16:35:26,874 INFO [train.py:927] (3/8) Epoch 6, batch 16350, giga_loss[loss=0.315, simple_loss=0.3502, pruned_loss=0.1399, over 12363.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2057, over 370.00 utterances.], tot_loss[loss=0.256, simple_loss=0.327, pruned_loss=0.09249, over 2475037.56 frames. utt_duration=453.2 frames, utt_pad_proportion=0.0819, over 21914.04 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3157, pruned_loss=0.08251, over 2464967.81 frames. utt_duration=1287 frames, utt_pad_proportion=0.0492, over 7670.44 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.328, pruned_loss=0.09341, over 2475814.62 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08309, over 23471.14 utterances.], batch size: 370, lr: 5.22e-04
2022-08-23 16:37:08,129 INFO [train.py:927] (3/8) Epoch 6, batch 16400, giga_loss[loss=0.2514, simple_loss=0.3231, pruned_loss=0.08981, over 12334.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03368, over 51.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3287, pruned_loss=0.09311, over 2474852.83 frames. utt_duration=452 frames, utt_pad_proportion=0.08306, over 21972.35 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3174, pruned_loss=0.08275, over 2465070.64 frames. utt_duration=1288 frames, utt_pad_proportion=0.04807, over 7663.44 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3283, pruned_loss=0.09393, over 2475663.63 frames. utt_duration=420.4 frames, utt_pad_proportion=0.08459, over 23634.62 utterances.], batch size: 51, lr: 5.22e-04
2022-08-23 16:38:51,368 INFO [train.py:927] (3/8) Epoch 6, batch 16450, giga_loss[loss=0.229, simple_loss=0.2995, pruned_loss=0.07926, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02701, over 48.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3287, pruned_loss=0.09318, over 2474768.68 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07975, over 21372.37 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.08265, over 2464975.61 frames. utt_duration=1291 frames, utt_pad_proportion=0.04727, over 7645.04 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3289, pruned_loss=0.09415, over 2475707.10 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0817, over 23025.22 utterances.], batch size: 48, lr: 5.21e-04
2022-08-23 16:40:35,487 INFO [train.py:927] (3/8) Epoch 6, batch 16500, giga_loss[loss=0.2517, simple_loss=0.3227, pruned_loss=0.09033, over 12347.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03211, over 51.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3281, pruned_loss=0.09302, over 2474254.95 frames. utt_duration=467.1 frames, utt_pad_proportion=0.08125, over 21254.08 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3173, pruned_loss=0.08271, over 2464910.53 frames. utt_duration=1293 frames, utt_pad_proportion=0.04676, over 7636.43 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3283, pruned_loss=0.09386, over 2475166.93 frames. utt_duration=437 frames, utt_pad_proportion=0.08298, over 22731.89 utterances.], batch size: 51, lr: 5.21e-04
2022-08-23 16:42:24,527 INFO [train.py:927] (3/8) Epoch 6, batch 16550, libri_loss[loss=0.2357, simple_loss=0.3104, pruned_loss=0.08055, over 12308.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00701, over 36.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3286, pruned_loss=0.09388, over 2474532.41 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08664, over 21991.75 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3173, pruned_loss=0.08285, over 2465174.05 frames. utt_duration=1280 frames, utt_pad_proportion=0.05035, over 7715.54 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3291, pruned_loss=0.09478, over 2475331.04 frames. utt_duration=421.6 frames, utt_pad_proportion=0.0871, over 23568.91 utterances.], batch size: 36, lr: 5.21e-04
2022-08-23 16:44:09,446 INFO [train.py:927] (3/8) Epoch 6, batch 16600, giga_loss[loss=0.2565, simple_loss=0.3402, pruned_loss=0.08646, over 12381.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03135, over 51.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3303, pruned_loss=0.09509, over 2474039.26 frames. utt_duration=441.3 frames, utt_pad_proportion=0.08579, over 22498.83 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3173, pruned_loss=0.0829, over 2465112.24 frames. utt_duration=1280 frames, utt_pad_proportion=0.05, over 7713.42 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3307, pruned_loss=0.09585, over 2474775.38 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08639, over 23867.37 utterances.], batch size: 51, lr: 5.21e-04
2022-08-23 16:45:52,801 INFO [train.py:927] (3/8) Epoch 6, batch 16650, giga_loss[loss=0.2477, simple_loss=0.3291, pruned_loss=0.08317, over 12407.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04485, over 26.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3307, pruned_loss=0.09535, over 2473659.56 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08363, over 22105.03 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.317, pruned_loss=0.08283, over 2465068.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.04959, over 7708.57 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3316, pruned_loss=0.09627, over 2474486.47 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08456, over 23521.73 utterances.], batch size: 26, lr: 5.21e-04
2022-08-23 16:47:35,917 INFO [train.py:927] (3/8) Epoch 6, batch 16700, giga_loss[loss=0.2497, simple_loss=0.3286, pruned_loss=0.08537, over 12420.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05518, over 162.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.331, pruned_loss=0.09619, over 2473646.96 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08309, over 22194.90 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3164, pruned_loss=0.08263, over 2465297.75 frames. utt_duration=1290 frames, utt_pad_proportion=0.04822, over 7655.70 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.333, pruned_loss=0.09766, over 2474468.70 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08464, over 23998.41 utterances.], batch size: 162, lr: 5.21e-04
2022-08-23 16:49:19,301 INFO [train.py:927] (3/8) Epoch 6, batch 16750, giga_loss[loss=0.2281, simple_loss=0.3071, pruned_loss=0.07461, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02813, over 48.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3296, pruned_loss=0.09389, over 2474260.89 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07723, over 20757.52 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3159, pruned_loss=0.08234, over 2465645.38 frames. utt_duration=1295 frames, utt_pad_proportion=0.04715, over 7627.37 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.332, pruned_loss=0.0957, over 2474841.59 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07957, over 22621.82 utterances.], batch size: 48, lr: 5.21e-04
2022-08-23 16:51:02,322 INFO [train.py:927] (3/8) Epoch 6, batch 16800, libri_loss[loss=0.2611, simple_loss=0.3334, pruned_loss=0.09436, over 12397.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.0122, over 41.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3283, pruned_loss=0.09251, over 2474048.02 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07098, over 19984.05 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3159, pruned_loss=0.08241, over 2465597.26 frames. utt_duration=1297 frames, utt_pad_proportion=0.04646, over 7612.02 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3305, pruned_loss=0.09408, over 2474719.51 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07375, over 21707.94 utterances.], batch size: 41, lr: 5.21e-04
2022-08-23 16:52:45,934 INFO [train.py:927] (3/8) Epoch 6, batch 16850, giga_loss[loss=0.2707, simple_loss=0.3377, pruned_loss=0.1019, over 12341.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03024, over 91.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3293, pruned_loss=0.09327, over 2475020.49 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07133, over 20075.00 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3158, pruned_loss=0.08271, over 2465798.52 frames. utt_duration=1302 frames, utt_pad_proportion=0.04544, over 7581.99 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3314, pruned_loss=0.09453, over 2475604.11 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07405, over 21823.33 utterances.], batch size: 91, lr: 5.21e-04
2022-08-23 16:54:32,747 INFO [train.py:927] (3/8) Epoch 6, batch 16900, libri_loss[loss=0.272, simple_loss=0.3338, pruned_loss=0.1051, over 12322.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006164, over 36.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3296, pruned_loss=0.0944, over 2474752.87 frames. utt_duration=490 frames, utt_pad_proportion=0.07331, over 20262.08 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3159, pruned_loss=0.08296, over 2465930.58 frames. utt_duration=1304 frames, utt_pad_proportion=0.04455, over 7573.57 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3315, pruned_loss=0.09544, over 2475304.80 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07582, over 21951.88 utterances.], batch size: 36, lr: 5.21e-04
2022-08-23 16:56:18,818 INFO [train.py:927] (3/8) Epoch 6, batch 16950, giga_loss[loss=0.2403, simple_loss=0.3266, pruned_loss=0.07697, over 12367.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04065, over 113.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3298, pruned_loss=0.09421, over 2474457.05 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07265, over 20019.91 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3157, pruned_loss=0.08279, over 2465536.91 frames. utt_duration=1308 frames, utt_pad_proportion=0.04403, over 7550.23 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3318, pruned_loss=0.0954, over 2475398.20 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07505, over 21603.75 utterances.], batch size: 113, lr: 5.21e-04
2022-08-23 16:58:00,178 INFO [train.py:927] (3/8) Epoch 6, batch 17000, giga_loss[loss=0.2492, simple_loss=0.322, pruned_loss=0.08821, over 12366.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3312, pruned_loss=0.09503, over 2474597.92 frames. utt_duration=479 frames, utt_pad_proportion=0.07921, over 20730.05 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3161, pruned_loss=0.08308, over 2465906.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.04862, over 7650.57 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3329, pruned_loss=0.09607, over 2475307.49 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07951, over 22301.84 utterances.], batch size: 97, lr: 5.21e-04
2022-08-23 16:59:41,781 INFO [train.py:927] (3/8) Epoch 6, batch 17050, giga_loss[loss=0.2185, simple_loss=0.3064, pruned_loss=0.06536, over 12444.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3301, pruned_loss=0.09352, over 2474911.04 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07572, over 20252.88 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3159, pruned_loss=0.08299, over 2465894.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.04923, over 7682.07 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3319, pruned_loss=0.0947, over 2475708.10 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07631, over 21829.47 utterances.], batch size: 75, lr: 5.20e-04
2022-08-23 17:01:28,440 INFO [train.py:927] (3/8) Epoch 6, batch 17100, giga_loss[loss=0.24, simple_loss=0.3096, pruned_loss=0.08526, over 12387.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03283, over 80.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3288, pruned_loss=0.09266, over 2474309.82 frames. utt_duration=491 frames, utt_pad_proportion=0.07498, over 20220.23 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3157, pruned_loss=0.08311, over 2465785.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.04944, over 7683.35 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3307, pruned_loss=0.09368, over 2475206.17 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07562, over 21704.99 utterances.], batch size: 80, lr: 5.20e-04
2022-08-23 17:03:12,062 INFO [train.py:927] (3/8) Epoch 6, batch 17150, giga_loss[loss=0.2819, simple_loss=0.3473, pruned_loss=0.1083, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05417, over 162.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3265, pruned_loss=0.09172, over 2474081.80 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07455, over 20373.94 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3156, pruned_loss=0.08286, over 2465760.07 frames. utt_duration=1288 frames, utt_pad_proportion=0.04905, over 7664.22 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3283, pruned_loss=0.09287, over 2474946.00 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07531, over 21736.79 utterances.], batch size: 162, lr: 5.20e-04
2022-08-23 17:04:57,298 INFO [train.py:927] (3/8) Epoch 6, batch 17200, giga_loss[loss=0.27, simple_loss=0.3276, pruned_loss=0.1062, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03194, over 42.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3245, pruned_loss=0.09124, over 2474004.99 frames. utt_duration=493 frames, utt_pad_proportion=0.07205, over 20135.31 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3156, pruned_loss=0.08298, over 2466133.16 frames. utt_duration=1288 frames, utt_pad_proportion=0.04897, over 7667.98 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3262, pruned_loss=0.09227, over 2474575.77 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0731, over 21572.91 utterances.], batch size: 42, lr: 5.20e-04
2022-08-23 17:06:42,329 INFO [train.py:927] (3/8) Epoch 6, batch 17250, giga_loss[loss=0.2174, simple_loss=0.2822, pruned_loss=0.07627, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03877, over 31.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3238, pruned_loss=0.09084, over 2474967.60 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07243, over 20816.19 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3158, pruned_loss=0.08326, over 2466411.76 frames. utt_duration=1285 frames, utt_pad_proportion=0.04912, over 7683.76 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3251, pruned_loss=0.09155, over 2475327.96 frames. utt_duration=447.9 frames, utt_pad_proportion=0.0733, over 22181.30 utterances.], batch size: 31, lr: 5.20e-04
2022-08-23 17:08:27,603 INFO [train.py:927] (3/8) Epoch 6, batch 17300, giga_loss[loss=0.2314, simple_loss=0.3197, pruned_loss=0.07155, over 12464.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03145, over 92.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3222, pruned_loss=0.08734, over 2474815.07 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07155, over 21393.71 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3161, pruned_loss=0.08349, over 2466634.42 frames. utt_duration=1282 frames, utt_pad_proportion=0.04908, over 7708.21 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08783, over 2475082.18 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07249, over 22753.96 utterances.], batch size: 92, lr: 5.20e-04
2022-08-23 17:10:13,110 INFO [train.py:927] (3/8) Epoch 6, batch 17350, giga_loss[loss=0.1971, simple_loss=0.2736, pruned_loss=0.06031, over 12377.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.318, pruned_loss=0.08319, over 2474786.77 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07607, over 21940.60 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3154, pruned_loss=0.08319, over 2466618.37 frames. utt_duration=1275 frames, utt_pad_proportion=0.05247, over 7749.02 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08391, over 2475387.47 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07578, over 23573.30 utterances.], batch size: 366, lr: 5.20e-04
2022-08-23 17:11:57,139 INFO [train.py:927] (3/8) Epoch 6, batch 17400, giga_loss[loss=0.2263, simple_loss=0.3199, pruned_loss=0.06638, over 12416.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03694, over 113.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3163, pruned_loss=0.07998, over 2475514.70 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07807, over 22915.92 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3156, pruned_loss=0.08332, over 2467091.92 frames. utt_duration=1264 frames, utt_pad_proportion=0.05606, over 7816.78 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3173, pruned_loss=0.08042, over 2475757.95 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07706, over 24495.19 utterances.], batch size: 113, lr: 5.20e-04
2022-08-23 17:13:42,960 INFO [train.py:927] (3/8) Epoch 6, batch 17450, giga_loss[loss=0.218, simple_loss=0.3008, pruned_loss=0.06755, over 12387.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07386, over 212.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3175, pruned_loss=0.07881, over 2475390.92 frames. utt_duration=432.5 frames, utt_pad_proportion=0.0738, over 22969.83 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3169, pruned_loss=0.08333, over 2467239.50 frames. utt_duration=1266 frames, utt_pad_proportion=0.0554, over 7804.56 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3172, pruned_loss=0.07911, over 2475587.87 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07349, over 24432.81 utterances.], batch size: 212, lr: 5.20e-04
2022-08-23 17:15:24,369 INFO [train.py:927] (3/8) Epoch 6, batch 17500, libri_loss[loss=0.264, simple_loss=0.3294, pruned_loss=0.09933, over 12376.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009671, over 38.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.314, pruned_loss=0.07647, over 2475946.75 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07199, over 22750.05 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3163, pruned_loss=0.08315, over 2467398.66 frames. utt_duration=1272 frames, utt_pad_proportion=0.05395, over 7766.12 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3143, pruned_loss=0.07666, over 2476289.32 frames. utt_duration=405 frames, utt_pad_proportion=0.07244, over 24545.91 utterances.], batch size: 38, lr: 5.20e-04
2022-08-23 17:17:07,473 INFO [train.py:927] (3/8) Epoch 6, batch 17550, giga_loss[loss=0.2222, simple_loss=0.3071, pruned_loss=0.06866, over 12342.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03368, over 97.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.313, pruned_loss=0.07583, over 2475825.52 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07014, over 22748.34 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3162, pruned_loss=0.08319, over 2467354.33 frames. utt_duration=1276 frames, utt_pad_proportion=0.05289, over 7746.12 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3134, pruned_loss=0.07578, over 2476336.19 frames. utt_duration=405 frames, utt_pad_proportion=0.07105, over 24546.73 utterances.], batch size: 97, lr: 5.20e-04
2022-08-23 17:18:51,060 INFO [train.py:927] (3/8) Epoch 6, batch 17600, libri_loss[loss=0.2717, simple_loss=0.3337, pruned_loss=0.1048, over 12318.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005644, over 36.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3108, pruned_loss=0.07427, over 2475856.09 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06994, over 23361.94 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3161, pruned_loss=0.08342, over 2467559.95 frames. utt_duration=1277 frames, utt_pad_proportion=0.05189, over 7740.87 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3109, pruned_loss=0.07375, over 2476344.22 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07113, over 25308.95 utterances.], batch size: 36, lr: 5.19e-04
2022-08-23 17:20:34,916 INFO [train.py:927] (3/8) Epoch 6, batch 17650, giga_loss[loss=0.2112, simple_loss=0.2959, pruned_loss=0.06328, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3064, pruned_loss=0.07191, over 2475337.55 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06969, over 23778.33 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3154, pruned_loss=0.08316, over 2467275.30 frames. utt_duration=1284 frames, utt_pad_proportion=0.05032, over 7692.46 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3068, pruned_loss=0.07129, over 2476356.29 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07131, over 26081.69 utterances.], batch size: 105, lr: 5.19e-04
2022-08-23 17:22:22,118 INFO [train.py:927] (3/8) Epoch 6, batch 17700, giga_loss[loss=0.201, simple_loss=0.2903, pruned_loss=0.0559, over 12462.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03611, over 105.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3043, pruned_loss=0.07136, over 2475432.71 frames. utt_duration=396.7 frames, utt_pad_proportion=0.07548, over 25052.16 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3154, pruned_loss=0.08316, over 2467029.29 frames. utt_duration=1286 frames, utt_pad_proportion=0.04996, over 7679.58 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3046, pruned_loss=0.07075, over 2476547.40 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07645, over 27039.00 utterances.], batch size: 105, lr: 5.19e-04
2022-08-23 17:24:16,500 INFO [train.py:927] (3/8) Epoch 6, batch 17750, giga_loss[loss=0.2425, simple_loss=0.3302, pruned_loss=0.07741, over 12387.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3062, pruned_loss=0.07108, over 2476026.55 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07292, over 24456.62 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3157, pruned_loss=0.08332, over 2467049.73 frames. utt_duration=1286 frames, utt_pad_proportion=0.04952, over 7684.03 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.306, pruned_loss=0.07024, over 2477047.49 frames. utt_duration=377.7 frames, utt_pad_proportion=0.07414, over 26333.67 utterances.], batch size: 133, lr: 5.19e-04
2022-08-23 17:26:24,505 INFO [train.py:927] (3/8) Epoch 6, batch 17800, giga_loss[loss=0.1905, simple_loss=0.2723, pruned_loss=0.05436, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03819, over 40.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3054, pruned_loss=0.06979, over 2476026.46 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0708, over 24008.35 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3156, pruned_loss=0.0833, over 2466753.78 frames. utt_duration=1288 frames, utt_pad_proportion=0.04917, over 7671.24 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3052, pruned_loss=0.06902, over 2477182.88 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07207, over 25647.09 utterances.], batch size: 40, lr: 5.19e-04
2022-08-23 17:28:28,410 INFO [train.py:927] (3/8) Epoch 6, batch 17850, giga_loss[loss=0.2089, simple_loss=0.3029, pruned_loss=0.05748, over 12352.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3036, pruned_loss=0.06808, over 2476223.18 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07007, over 24383.99 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3153, pruned_loss=0.08319, over 2466599.84 frames. utt_duration=1290 frames, utt_pad_proportion=0.0486, over 7658.25 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3035, pruned_loss=0.06739, over 2477397.85 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07133, over 25910.82 utterances.], batch size: 70, lr: 5.19e-04
2022-08-23 17:30:35,087 INFO [train.py:927] (3/8) Epoch 6, batch 17900, libri_loss[loss=0.2295, simple_loss=0.303, pruned_loss=0.07806, over 12481.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007074, over 36.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3012, pruned_loss=0.06722, over 2476709.35 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06661, over 24380.97 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3147, pruned_loss=0.08305, over 2466871.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.04757, over 7623.91 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3013, pruned_loss=0.06639, over 2477664.98 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06821, over 26095.34 utterances.], batch size: 36, lr: 5.19e-04
2022-08-23 17:32:26,376 INFO [train.py:927] (3/8) Epoch 6, batch 17950, giga_loss[loss=0.2265, simple_loss=0.3124, pruned_loss=0.07028, over 12403.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.02933, over 122.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3004, pruned_loss=0.0676, over 2476185.65 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06946, over 24460.32 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.315, pruned_loss=0.08343, over 2467021.06 frames. utt_duration=1287 frames, utt_pad_proportion=0.05092, over 7678.93 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2997, pruned_loss=0.06592, over 2477248.59 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06983, over 26491.56 utterances.], batch size: 122, lr: 5.19e-04
2022-08-23 17:34:33,103 INFO [train.py:927] (3/8) Epoch 6, batch 18000, giga_loss[loss=0.185, simple_loss=0.2795, pruned_loss=0.04521, over 12331.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03233, over 58.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3012, pruned_loss=0.06728, over 2476128.83 frames. utt_duration=412 frames, utt_pad_proportion=0.06935, over 24113.62 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3142, pruned_loss=0.08314, over 2466969.90 frames. utt_duration=1296 frames, utt_pad_proportion=0.04984, over 7625.01 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3009, pruned_loss=0.06566, over 2477343.43 frames. utt_duration=377.4 frames, utt_pad_proportion=0.0701, over 26347.45 utterances.], batch size: 58, lr: 5.19e-04
2022-08-23 17:34:33,104 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 17:34:46,678 INFO [train.py:967] (3/8) 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 17:36:55,991 INFO [train.py:927] (3/8) Epoch 6, batch 18050, giga_loss[loss=0.2208, simple_loss=0.3078, pruned_loss=0.06695, over 12411.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04085, over 105.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2999, pruned_loss=0.06658, over 2476051.43 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06822, over 23671.83 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3151, pruned_loss=0.08361, over 2467228.94 frames. utt_duration=1294 frames, utt_pad_proportion=0.04916, over 7633.88 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2984, pruned_loss=0.06437, over 2477034.48 frames. utt_duration=383.6 frames, utt_pad_proportion=0.0693, over 25912.27 utterances.], batch size: 105, lr: 5.19e-04
2022-08-23 17:38:56,074 INFO [train.py:927] (3/8) Epoch 6, batch 18100, giga_loss[loss=0.228, simple_loss=0.3093, pruned_loss=0.07333, over 12383.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.0949, over 255.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3039, pruned_loss=0.06795, over 2476608.65 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07107, over 24987.76 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3152, pruned_loss=0.08378, over 2466860.42 frames. utt_duration=1301 frames, utt_pad_proportion=0.04824, over 7593.39 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3022, pruned_loss=0.06558, over 2477972.67 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07202, over 27267.80 utterances.], batch size: 255, lr: 5.19e-04
2022-08-23 17:41:00,114 INFO [train.py:927] (3/8) Epoch 6, batch 18150, giga_loss[loss=0.2087, simple_loss=0.3034, pruned_loss=0.05702, over 12420.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03608, over 105.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3044, pruned_loss=0.06623, over 2476676.73 frames. utt_duration=401.3 frames, utt_pad_proportion=0.0698, over 24764.38 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3151, pruned_loss=0.08362, over 2466747.06 frames. utt_duration=1300 frames, utt_pad_proportion=0.04749, over 7596.55 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3028, pruned_loss=0.06404, over 2478118.37 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07103, over 27046.16 utterances.], batch size: 105, lr: 5.19e-04
2022-08-23 17:43:09,100 INFO [train.py:927] (3/8) Epoch 6, batch 18200, giga_loss[loss=0.1877, simple_loss=0.269, pruned_loss=0.05317, over 12207.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03084, over 39.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3044, pruned_loss=0.06624, over 2477328.05 frames. utt_duration=392.5 frames, utt_pad_proportion=0.07161, over 25326.20 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3148, pruned_loss=0.08354, over 2466783.53 frames. utt_duration=1305 frames, utt_pad_proportion=0.04681, over 7571.79 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3033, pruned_loss=0.06425, over 2478615.87 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07271, over 27489.69 utterances.], batch size: 39, lr: 5.18e-04
2022-08-23 17:45:31,622 INFO [train.py:927] (3/8) Epoch 6, batch 18250, giga_loss[loss=0.2225, simple_loss=0.3017, pruned_loss=0.07161, over 12415.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06939, over 212.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3037, pruned_loss=0.06649, over 2476738.44 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06981, over 24466.85 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3147, pruned_loss=0.08374, over 2466747.99 frames. utt_duration=1293 frames, utt_pad_proportion=0.05045, over 7638.25 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3026, pruned_loss=0.06432, over 2478048.06 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0701, over 26531.47 utterances.], batch size: 212, lr: 5.18e-04
2022-08-23 17:47:32,014 INFO [train.py:927] (3/8) Epoch 6, batch 18300, giga_loss[loss=0.199, simple_loss=0.2908, pruned_loss=0.05365, over 12411.00 frames. utt_duration=663 frames, utt_pad_proportion=0.03355, over 75.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3006, pruned_loss=0.06579, over 2477373.27 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07238, over 24347.10 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3137, pruned_loss=0.08316, over 2466628.15 frames. utt_duration=1301 frames, utt_pad_proportion=0.04893, over 7595.47 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.3002, pruned_loss=0.06384, over 2478981.71 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07299, over 26748.68 utterances.], batch size: 75, lr: 5.18e-04
2022-08-23 17:49:40,365 INFO [train.py:927] (3/8) Epoch 6, batch 18350, giga_loss[loss=0.2131, simple_loss=0.3003, pruned_loss=0.06297, over 12427.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07693, over 213.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2983, pruned_loss=0.0651, over 2477887.95 frames. utt_duration=392.8 frames, utt_pad_proportion=0.0762, over 25310.48 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3135, pruned_loss=0.08306, over 2466659.23 frames. utt_duration=1301 frames, utt_pad_proportion=0.04817, over 7591.57 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2979, pruned_loss=0.06325, over 2479362.42 frames. utt_duration=360.6 frames, utt_pad_proportion=0.07668, over 27591.89 utterances.], batch size: 213, lr: 5.18e-04
2022-08-23 17:51:43,806 INFO [train.py:927] (3/8) Epoch 6, batch 18400, giga_loss[loss=0.2199, simple_loss=0.2926, pruned_loss=0.07364, over 12386.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3004, pruned_loss=0.06563, over 2477981.44 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07171, over 24320.34 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.313, pruned_loss=0.08268, over 2466730.82 frames. utt_duration=1301 frames, utt_pad_proportion=0.04808, over 7592.32 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3001, pruned_loss=0.06401, over 2479387.71 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07266, over 26615.55 utterances.], batch size: 105, lr: 5.18e-04
2022-08-23 17:53:37,140 INFO [train.py:927] (3/8) Epoch 6, batch 18450, giga_loss[loss=0.1985, simple_loss=0.2909, pruned_loss=0.05303, over 12367.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03157, over 62.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2996, pruned_loss=0.06614, over 2477913.63 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07214, over 24307.15 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3126, pruned_loss=0.08244, over 2466684.10 frames. utt_duration=1300 frames, utt_pad_proportion=0.04782, over 7598.21 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2993, pruned_loss=0.06452, over 2479451.05 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07317, over 26692.19 utterances.], batch size: 62, lr: 5.18e-04
2022-08-23 17:55:44,708 INFO [train.py:927] (3/8) Epoch 6, batch 18500, giga_loss[loss=0.2177, simple_loss=0.3148, pruned_loss=0.06034, over 12408.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03308, over 122.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3005, pruned_loss=0.06627, over 2477954.35 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07189, over 24731.81 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3125, pruned_loss=0.08247, over 2466930.87 frames. utt_duration=1300 frames, utt_pad_proportion=0.04721, over 7599.13 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3001, pruned_loss=0.06457, over 2479216.45 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07307, over 27027.97 utterances.], batch size: 122, lr: 5.18e-04
2022-08-23 17:58:12,495 INFO [train.py:927] (3/8) Epoch 6, batch 18550, giga_loss[loss=0.1956, simple_loss=0.2765, pruned_loss=0.05736, over 12216.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03223, over 39.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3013, pruned_loss=0.06624, over 2477437.09 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06788, over 23876.09 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3124, pruned_loss=0.08236, over 2466966.94 frames. utt_duration=1301 frames, utt_pad_proportion=0.04551, over 7592.84 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3004, pruned_loss=0.06414, over 2478981.05 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06997, over 26605.53 utterances.], batch size: 39, lr: 5.18e-04
2022-08-23 18:00:16,262 INFO [train.py:927] (3/8) Epoch 6, batch 18600, giga_loss[loss=0.1958, simple_loss=0.2776, pruned_loss=0.05704, over 12388.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02661, over 85.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2977, pruned_loss=0.06541, over 2478103.79 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06869, over 24271.82 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3126, pruned_loss=0.08248, over 2467158.44 frames. utt_duration=1289 frames, utt_pad_proportion=0.04998, over 7667.80 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2965, pruned_loss=0.06318, over 2479450.78 frames. utt_duration=370.9 frames, utt_pad_proportion=0.06937, over 26827.00 utterances.], batch size: 85, lr: 5.18e-04
2022-08-23 18:02:11,519 INFO [train.py:927] (3/8) Epoch 6, batch 18650, giga_loss[loss=0.2341, simple_loss=0.3192, pruned_loss=0.07452, over 12423.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03149, over 80.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2956, pruned_loss=0.06459, over 2477916.30 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06958, over 24524.80 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3126, pruned_loss=0.08258, over 2467268.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.05441, over 7736.89 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2944, pruned_loss=0.06249, over 2479024.34 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06893, over 26709.22 utterances.], batch size: 80, lr: 5.18e-04
2022-08-23 18:04:10,612 INFO [train.py:927] (3/8) Epoch 6, batch 18700, giga_loss[loss=0.1953, simple_loss=0.2869, pruned_loss=0.05181, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04507, over 146.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2955, pruned_loss=0.06441, over 2478095.70 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07134, over 24989.83 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3131, pruned_loss=0.08273, over 2467368.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05748, over 7832.03 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2936, pruned_loss=0.06195, over 2479253.67 frames. utt_duration=365 frames, utt_pad_proportion=0.07013, over 27261.63 utterances.], batch size: 146, lr: 5.18e-04
2022-08-23 18:06:20,000 INFO [train.py:927] (3/8) Epoch 6, batch 18750, giga_loss[loss=0.1949, simple_loss=0.2839, pruned_loss=0.05298, over 12450.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03692, over 133.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2943, pruned_loss=0.06379, over 2478304.32 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07214, over 25292.58 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3129, pruned_loss=0.08264, over 2467465.59 frames. utt_duration=1252 frames, utt_pad_proportion=0.06119, over 7895.72 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2926, pruned_loss=0.06156, over 2479332.54 frames. utt_duration=363.5 frames, utt_pad_proportion=0.07023, over 27370.02 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:08:31,697 INFO [train.py:927] (3/8) Epoch 6, batch 18800, giga_loss[loss=0.2011, simple_loss=0.2919, pruned_loss=0.05522, over 12389.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2935, pruned_loss=0.06307, over 2478243.37 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07205, over 24638.38 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3127, pruned_loss=0.08272, over 2467499.21 frames. utt_duration=1252 frames, utt_pad_proportion=0.06085, over 7895.28 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2919, pruned_loss=0.06081, over 2479262.28 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07065, over 26665.60 utterances.], batch size: 62, lr: 5.17e-04
2022-08-23 18:10:28,311 INFO [train.py:927] (3/8) Epoch 6, batch 18850, giga_loss[loss=0.2158, simple_loss=0.2973, pruned_loss=0.0671, over 12406.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03676, over 105.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2949, pruned_loss=0.06426, over 2478387.50 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07035, over 24240.63 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3138, pruned_loss=0.08319, over 2467295.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.06382, over 7936.65 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2922, pruned_loss=0.06162, over 2479645.99 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06867, over 26202.11 utterances.], batch size: 105, lr: 5.17e-04
2022-08-23 18:12:25,280 INFO [train.py:927] (3/8) Epoch 6, batch 18900, giga_loss[loss=0.2114, simple_loss=0.3105, pruned_loss=0.05616, over 12357.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02964, over 91.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2967, pruned_loss=0.06395, over 2478230.98 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07227, over 25399.18 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3152, pruned_loss=0.08353, over 2467168.90 frames. utt_duration=1246 frames, utt_pad_proportion=0.06318, over 7931.62 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2931, pruned_loss=0.06132, over 2479494.66 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07107, over 27177.00 utterances.], batch size: 91, lr: 5.17e-04
2022-08-23 18:14:23,299 INFO [train.py:927] (3/8) Epoch 6, batch 18950, giga_loss[loss=0.2027, simple_loss=0.2965, pruned_loss=0.05443, over 12390.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03741, over 113.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2992, pruned_loss=0.06459, over 2478555.71 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06705, over 24590.54 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3157, pruned_loss=0.08388, over 2467310.96 frames. utt_duration=1241 frames, utt_pad_proportion=0.06316, over 7964.87 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2956, pruned_loss=0.06188, over 2479631.05 frames. utt_duration=378.8 frames, utt_pad_proportion=0.0664, over 26269.09 utterances.], batch size: 113, lr: 5.17e-04
2022-08-23 18:16:23,114 INFO [train.py:927] (3/8) Epoch 6, batch 19000, giga_loss[loss=0.2004, simple_loss=0.2852, pruned_loss=0.05774, over 12409.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03812, over 113.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2988, pruned_loss=0.06435, over 2478555.43 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06436, over 24153.87 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.316, pruned_loss=0.08411, over 2467614.47 frames. utt_duration=1238 frames, utt_pad_proportion=0.06272, over 7981.54 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2954, pruned_loss=0.06163, over 2479332.06 frames. utt_duration=386 frames, utt_pad_proportion=0.06414, over 25773.28 utterances.], batch size: 113, lr: 5.17e-04
2022-08-23 18:18:22,890 INFO [train.py:927] (3/8) Epoch 6, batch 19050, giga_loss[loss=0.2007, simple_loss=0.2825, pruned_loss=0.05943, over 12442.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03786, over 133.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2966, pruned_loss=0.06319, over 2478883.40 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06121, over 23747.86 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3157, pruned_loss=0.08395, over 2467727.70 frames. utt_duration=1236 frames, utt_pad_proportion=0.06253, over 7997.91 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2938, pruned_loss=0.06081, over 2479579.37 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06127, over 25294.71 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:20:24,727 INFO [train.py:927] (3/8) Epoch 6, batch 19100, giga_loss[loss=0.2288, simple_loss=0.3223, pruned_loss=0.06762, over 12426.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04992, over 161.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2966, pruned_loss=0.0635, over 2478550.11 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06173, over 23377.45 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.315, pruned_loss=0.08368, over 2467796.89 frames. utt_duration=1235 frames, utt_pad_proportion=0.06209, over 8002.36 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2943, pruned_loss=0.06117, over 2479374.44 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06183, over 25092.23 utterances.], batch size: 161, lr: 5.17e-04
2022-08-23 18:22:26,600 INFO [train.py:927] (3/8) Epoch 6, batch 19150, giga_loss[loss=0.2281, simple_loss=0.3052, pruned_loss=0.0755, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02846, over 45.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2972, pruned_loss=0.06384, over 2478617.64 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06046, over 23524.66 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.314, pruned_loss=0.08311, over 2468079.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.06059, over 7941.16 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2957, pruned_loss=0.06184, over 2479372.79 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06105, over 25449.69 utterances.], batch size: 45, lr: 5.17e-04
2022-08-23 18:24:16,333 INFO [train.py:927] (3/8) Epoch 6, batch 19200, giga_loss[loss=0.1928, simple_loss=0.2922, pruned_loss=0.04666, over 12307.00 frames. utt_duration=747.1 frames, utt_pad_proportion=0.03099, over 66.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2997, pruned_loss=0.06473, over 2478536.25 frames. utt_duration=417 frames, utt_pad_proportion=0.06339, over 23842.59 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3144, pruned_loss=0.08309, over 2468231.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.05995, over 7942.30 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2979, pruned_loss=0.0628, over 2479182.30 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06389, over 25676.98 utterances.], batch size: 66, lr: 5.17e-04
2022-08-23 18:26:34,273 INFO [train.py:927] (3/8) Epoch 6, batch 19250, giga_loss[loss=0.2099, simple_loss=0.2935, pruned_loss=0.06317, over 12364.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3003, pruned_loss=0.06501, over 2478528.36 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06362, over 23321.23 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3146, pruned_loss=0.08342, over 2468467.17 frames. utt_duration=1237 frames, utt_pad_proportion=0.06321, over 7994.84 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2982, pruned_loss=0.06266, over 2479112.26 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06306, over 25166.86 utterances.], batch size: 113, lr: 5.17e-04
2022-08-23 18:28:31,646 INFO [train.py:927] (3/8) Epoch 6, batch 19300, giga_loss[loss=0.1869, simple_loss=0.2699, pruned_loss=0.0519, over 12363.00 frames. utt_duration=140.5 frames, utt_pad_proportion=0.1734, over 355.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2982, pruned_loss=0.06475, over 2478206.13 frames. utt_duration=415 frames, utt_pad_proportion=0.0691, over 23955.96 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3138, pruned_loss=0.08306, over 2468256.13 frames. utt_duration=1229 frames, utt_pad_proportion=0.0669, over 8045.95 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2968, pruned_loss=0.0626, over 2479175.86 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06723, over 25896.05 utterances.], batch size: 355, lr: 5.17e-04
2022-08-23 18:30:35,728 INFO [train.py:927] (3/8) Epoch 6, batch 19350, giga_loss[loss=0.2124, simple_loss=0.2821, pruned_loss=0.07135, over 12371.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09876, over 256.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2973, pruned_loss=0.06499, over 2478010.68 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06946, over 24089.37 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3139, pruned_loss=0.08314, over 2468156.76 frames. utt_duration=1215 frames, utt_pad_proportion=0.07093, over 8135.63 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2958, pruned_loss=0.06282, over 2479081.24 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06686, over 25898.89 utterances.], batch size: 256, lr: 5.16e-04
2022-08-23 18:32:35,034 INFO [train.py:927] (3/8) Epoch 6, batch 19400, giga_loss[loss=0.2244, simple_loss=0.3151, pruned_loss=0.06686, over 12381.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02866, over 85.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2973, pruned_loss=0.06478, over 2477189.82 frames. utt_duration=420 frames, utt_pad_proportion=0.06704, over 23661.82 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.314, pruned_loss=0.08326, over 2467800.84 frames. utt_duration=1216 frames, utt_pad_proportion=0.07045, over 8125.11 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2956, pruned_loss=0.06255, over 2478575.99 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06522, over 25469.92 utterances.], batch size: 85, lr: 5.16e-04
2022-08-23 18:34:34,335 INFO [train.py:927] (3/8) Epoch 6, batch 19450, giga_loss[loss=0.1866, simple_loss=0.2873, pruned_loss=0.04289, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02482, over 48.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2972, pruned_loss=0.06313, over 2476521.88 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06636, over 23186.66 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3142, pruned_loss=0.08325, over 2467309.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.0696, over 8089.85 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2955, pruned_loss=0.06107, over 2478214.17 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06514, over 24924.19 utterances.], batch size: 48, lr: 5.16e-04
2022-08-23 18:36:36,305 INFO [train.py:927] (3/8) Epoch 6, batch 19500, giga_loss[loss=0.2307, simple_loss=0.3141, pruned_loss=0.07361, over 12433.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03817, over 133.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2984, pruned_loss=0.06297, over 2476718.49 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06441, over 23385.44 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.314, pruned_loss=0.08328, over 2467171.57 frames. utt_duration=1222 frames, utt_pad_proportion=0.06867, over 8084.54 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2967, pruned_loss=0.06083, over 2478397.23 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06385, over 25129.58 utterances.], batch size: 133, lr: 5.16e-04
2022-08-23 18:38:39,530 INFO [train.py:927] (3/8) Epoch 6, batch 19550, giga_loss[loss=0.2158, simple_loss=0.303, pruned_loss=0.06429, over 12477.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02346, over 80.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2983, pruned_loss=0.06346, over 2477632.70 frames. utt_duration=412 frames, utt_pad_proportion=0.06916, over 24125.63 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.314, pruned_loss=0.08346, over 2467507.28 frames. utt_duration=1217 frames, utt_pad_proportion=0.07127, over 8120.19 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2965, pruned_loss=0.06093, over 2478995.95 frames. utt_duration=382.8 frames, utt_pad_proportion=0.0676, over 25985.61 utterances.], batch size: 80, lr: 5.16e-04
2022-08-23 18:40:56,795 INFO [train.py:927] (3/8) Epoch 6, batch 19600, libri_loss[loss=0.2626, simple_loss=0.3285, pruned_loss=0.0984, over 12195.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005478, over 33.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2992, pruned_loss=0.06312, over 2477329.38 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06597, over 23838.47 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3139, pruned_loss=0.0835, over 2467038.05 frames. utt_duration=1221 frames, utt_pad_proportion=0.07021, over 8089.02 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2976, pruned_loss=0.0607, over 2479041.95 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06521, over 25638.89 utterances.], batch size: 33, lr: 5.16e-04
2022-08-23 18:43:13,854 INFO [train.py:927] (3/8) Epoch 6, batch 19650, giga_loss[loss=0.2095, simple_loss=0.2968, pruned_loss=0.06113, over 12339.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03116, over 51.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.3006, pruned_loss=0.06325, over 2477877.04 frames. utt_duration=421.7 frames, utt_pad_proportion=0.0662, over 23572.63 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3139, pruned_loss=0.08335, over 2467308.94 frames. utt_duration=1223 frames, utt_pad_proportion=0.06939, over 8077.73 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2992, pruned_loss=0.06121, over 2479132.13 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06581, over 25214.86 utterances.], batch size: 51, lr: 5.16e-04
2022-08-23 18:45:29,239 INFO [train.py:927] (3/8) Epoch 6, batch 19700, giga_loss[loss=0.1935, simple_loss=0.2849, pruned_loss=0.05107, over 12380.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.02737, over 62.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2988, pruned_loss=0.06288, over 2478071.97 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06513, over 23352.52 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3138, pruned_loss=0.0834, over 2467398.41 frames. utt_duration=1226 frames, utt_pad_proportion=0.06858, over 8060.67 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06097, over 2479121.72 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06509, over 24857.11 utterances.], batch size: 62, lr: 5.16e-04
2022-08-23 18:47:35,319 INFO [train.py:927] (3/8) Epoch 6, batch 19750, giga_loss[loss=0.2242, simple_loss=0.3097, pruned_loss=0.06933, over 12442.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05659, over 182.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2979, pruned_loss=0.06178, over 2478216.34 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06528, over 23832.03 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3139, pruned_loss=0.08333, over 2467511.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.06781, over 8046.83 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2967, pruned_loss=0.06005, over 2479089.26 frames. utt_duration=394 frames, utt_pad_proportion=0.06544, over 25240.07 utterances.], batch size: 182, lr: 5.16e-04
2022-08-23 18:49:35,776 INFO [train.py:927] (3/8) Epoch 6, batch 19800, giga_loss[loss=0.2286, simple_loss=0.3157, pruned_loss=0.07075, over 12397.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2989, pruned_loss=0.06236, over 2477338.46 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07101, over 24533.67 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3138, pruned_loss=0.08308, over 2467201.08 frames. utt_duration=1230 frames, utt_pad_proportion=0.06681, over 8030.72 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2976, pruned_loss=0.06073, over 2478536.60 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07114, over 26019.38 utterances.], batch size: 113, lr: 5.16e-04
2022-08-23 18:51:26,642 INFO [train.py:927] (3/8) Epoch 6, batch 19850, giga_loss[loss=0.1958, simple_loss=0.2819, pruned_loss=0.05485, over 12394.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03257, over 122.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2988, pruned_loss=0.06254, over 2477548.81 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06906, over 24937.88 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3134, pruned_loss=0.08271, over 2467094.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06579, over 8006.31 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2978, pruned_loss=0.0612, over 2478760.55 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06954, over 26433.59 utterances.], batch size: 122, lr: 5.16e-04
2022-08-23 18:53:22,172 INFO [train.py:927] (3/8) Epoch 6, batch 19900, giga_loss[loss=0.2428, simple_loss=0.31, pruned_loss=0.08783, over 12412.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09992, over 257.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.298, pruned_loss=0.06316, over 2477352.72 frames. utt_duration=390.8 frames, utt_pad_proportion=0.07087, over 25434.10 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3132, pruned_loss=0.0825, over 2466948.17 frames. utt_duration=1236 frames, utt_pad_proportion=0.06478, over 7990.41 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2971, pruned_loss=0.06185, over 2478682.06 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07146, over 27044.00 utterances.], batch size: 257, lr: 5.16e-04
2022-08-23 18:55:03,952 INFO [train.py:927] (3/8) Epoch 6, batch 19950, giga_loss[loss=0.261, simple_loss=0.3377, pruned_loss=0.09211, over 12374.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.068, over 212.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3055, pruned_loss=0.06728, over 2476441.42 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06986, over 24577.14 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3132, pruned_loss=0.08253, over 2466835.80 frames. utt_duration=1237 frames, utt_pad_proportion=0.06436, over 7988.46 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3046, pruned_loss=0.06598, over 2477711.80 frames. utt_duration=381.5 frames, utt_pad_proportion=0.07051, over 26061.94 utterances.], batch size: 212, lr: 5.15e-04
2022-08-23 18:56:48,055 INFO [train.py:927] (3/8) Epoch 6, batch 20000, giga_loss[loss=0.2247, simple_loss=0.3075, pruned_loss=0.07091, over 12448.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03713, over 105.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.307, pruned_loss=0.06861, over 2476294.89 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07231, over 23717.25 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3134, pruned_loss=0.08251, over 2467236.50 frames. utt_duration=1238 frames, utt_pad_proportion=0.06348, over 7981.87 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.306, pruned_loss=0.06733, over 2477103.23 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07304, over 25200.88 utterances.], batch size: 105, lr: 5.15e-04
2022-08-23 18:58:30,272 INFO [train.py:927] (3/8) Epoch 6, batch 20050, giga_loss[loss=0.1656, simple_loss=0.2529, pruned_loss=0.0391, over 12332.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3033, pruned_loss=0.06799, over 2475980.30 frames. utt_duration=435 frames, utt_pad_proportion=0.07436, over 22839.12 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3144, pruned_loss=0.08286, over 2467421.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.06694, over 8078.12 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3014, pruned_loss=0.0663, over 2476697.77 frames. utt_duration=408 frames, utt_pad_proportion=0.07404, over 24356.63 utterances.], batch size: 62, lr: 5.15e-04
2022-08-23 19:00:13,148 INFO [train.py:927] (3/8) Epoch 6, batch 20100, giga_loss[loss=0.1639, simple_loss=0.2423, pruned_loss=0.04274, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0301, over 45.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2956, pruned_loss=0.06573, over 2475148.00 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07242, over 22213.12 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3143, pruned_loss=0.08289, over 2467247.61 frames. utt_duration=1224 frames, utt_pad_proportion=0.06652, over 8070.99 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.294, pruned_loss=0.06415, over 2475986.48 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07244, over 23619.26 utterances.], batch size: 45, lr: 5.15e-04
2022-08-23 19:01:54,277 INFO [train.py:927] (3/8) Epoch 6, batch 20150, giga_loss[loss=0.1635, simple_loss=0.2561, pruned_loss=0.03542, over 12396.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.02884, over 62.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2888, pruned_loss=0.06341, over 2474863.92 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07175, over 21648.13 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3139, pruned_loss=0.08271, over 2467474.90 frames. utt_duration=1229 frames, utt_pad_proportion=0.06566, over 8041.75 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2875, pruned_loss=0.062, over 2475480.48 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07208, over 23031.61 utterances.], batch size: 62, lr: 5.15e-04
2022-08-23 19:03:37,148 INFO [train.py:927] (3/8) Epoch 6, batch 20200, giga_loss[loss=0.1683, simple_loss=0.2463, pruned_loss=0.04517, over 12340.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02967, over 66.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2852, pruned_loss=0.06247, over 2474273.50 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07479, over 21341.47 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3144, pruned_loss=0.08312, over 2467490.91 frames. utt_duration=1216 frames, utt_pad_proportion=0.06939, over 8130.03 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2831, pruned_loss=0.06042, over 2474933.68 frames. utt_duration=436.8 frames, utt_pad_proportion=0.0738, over 22738.06 utterances.], batch size: 66, lr: 5.15e-04
2022-08-23 19:05:19,541 INFO [train.py:927] (3/8) Epoch 6, batch 20250, giga_loss[loss=0.1684, simple_loss=0.2523, pruned_loss=0.04221, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2796, pruned_loss=0.0599, over 2474346.50 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07273, over 21070.53 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3143, pruned_loss=0.08308, over 2467559.60 frames. utt_duration=1218 frames, utt_pad_proportion=0.06876, over 8112.13 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2775, pruned_loss=0.05798, over 2474905.23 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07228, over 22382.59 utterances.], batch size: 91, lr: 5.15e-04
2022-08-23 19:07:02,129 INFO [train.py:927] (3/8) Epoch 6, batch 20300, giga_loss[loss=0.1669, simple_loss=0.2423, pruned_loss=0.04578, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03285, over 85.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2746, pruned_loss=0.05789, over 2474081.47 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07229, over 20415.97 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3145, pruned_loss=0.08314, over 2467415.94 frames. utt_duration=1222 frames, utt_pad_proportion=0.06783, over 8085.13 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.272, pruned_loss=0.05591, over 2474782.58 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07227, over 21704.05 utterances.], batch size: 85, lr: 5.15e-04
2022-08-23 19:08:45,091 INFO [train.py:927] (3/8) Epoch 6, batch 20350, giga_loss[loss=0.161, simple_loss=0.2316, pruned_loss=0.04525, over 12203.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03239, over 39.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.27, pruned_loss=0.05587, over 2474112.08 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07073, over 19766.79 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3147, pruned_loss=0.08335, over 2467609.38 frames. utt_duration=1224 frames, utt_pad_proportion=0.06653, over 8076.83 utterances.], giga_tot_loss[loss=0.1867, simple_loss=0.2667, pruned_loss=0.05335, over 2474673.33 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0713, over 21138.22 utterances.], batch size: 39, lr: 5.15e-04
2022-08-23 19:10:26,025 INFO [train.py:927] (3/8) Epoch 6, batch 20400, giga_loss[loss=0.2359, simple_loss=0.3167, pruned_loss=0.07753, over 12475.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2721, pruned_loss=0.05751, over 2473424.76 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06836, over 19347.22 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3146, pruned_loss=0.08337, over 2467677.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.06517, over 8072.94 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2676, pruned_loss=0.05432, over 2474068.81 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06947, over 20927.49 utterances.], batch size: 55, lr: 5.15e-04
2022-08-23 19:12:08,664 INFO [train.py:927] (3/8) Epoch 6, batch 20450, giga_loss[loss=0.2286, simple_loss=0.3123, pruned_loss=0.07243, over 12425.00 frames. utt_duration=976.1 frames, utt_pad_proportion=0.02684, over 51.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2836, pruned_loss=0.06352, over 2472977.86 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06855, over 19116.10 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3147, pruned_loss=0.08345, over 2467433.45 frames. utt_duration=1226 frames, utt_pad_proportion=0.06422, over 8057.64 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2793, pruned_loss=0.0605, over 2473811.67 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06982, over 20596.50 utterances.], batch size: 51, lr: 5.15e-04
2022-08-23 19:13:48,427 INFO [train.py:927] (3/8) Epoch 6, batch 20500, giga_loss[loss=0.2828, simple_loss=0.3632, pruned_loss=0.1012, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06302, over 183.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2917, pruned_loss=0.06634, over 2472424.17 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06757, over 18991.42 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3151, pruned_loss=0.08347, over 2467401.13 frames. utt_duration=1228 frames, utt_pad_proportion=0.06373, over 8046.10 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2877, pruned_loss=0.06378, over 2473160.99 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06883, over 20268.05 utterances.], batch size: 183, lr: 5.15e-04
2022-08-23 19:15:36,010 INFO [train.py:927] (3/8) Epoch 6, batch 20550, giga_loss[loss=0.2414, simple_loss=0.3146, pruned_loss=0.08409, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02638, over 48.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2958, pruned_loss=0.06736, over 2473048.53 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06375, over 18638.20 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3155, pruned_loss=0.0837, over 2467616.06 frames. utt_duration=1224 frames, utt_pad_proportion=0.06348, over 8076.00 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2918, pruned_loss=0.06473, over 2473552.50 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06508, over 19866.80 utterances.], batch size: 48, lr: 5.14e-04
2022-08-23 19:17:19,163 INFO [train.py:927] (3/8) Epoch 6, batch 20600, giga_loss[loss=0.215, simple_loss=0.3013, pruned_loss=0.06439, over 12370.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02675, over 66.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.2998, pruned_loss=0.06999, over 2473039.19 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06692, over 18730.82 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3155, pruned_loss=0.08379, over 2467846.64 frames. utt_duration=1226 frames, utt_pad_proportion=0.06276, over 8064.77 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.296, pruned_loss=0.06733, over 2473376.61 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06805, over 20058.04 utterances.], batch size: 66, lr: 5.14e-04
2022-08-23 19:19:02,347 INFO [train.py:927] (3/8) Epoch 6, batch 20650, giga_loss[loss=0.226, simple_loss=0.3152, pruned_loss=0.06837, over 12423.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04156, over 26.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3042, pruned_loss=0.07224, over 2473242.40 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07123, over 19145.71 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3152, pruned_loss=0.08362, over 2467571.78 frames. utt_duration=1228 frames, utt_pad_proportion=0.06234, over 8046.18 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3013, pruned_loss=0.07019, over 2473789.49 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07203, over 20300.19 utterances.], batch size: 26, lr: 5.14e-04
2022-08-23 19:20:43,275 INFO [train.py:927] (3/8) Epoch 6, batch 20700, giga_loss[loss=0.2175, simple_loss=0.3018, pruned_loss=0.06659, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03153, over 42.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07289, over 2472794.29 frames. utt_duration=521.3 frames, utt_pad_proportion=0.07688, over 19026.43 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3147, pruned_loss=0.08347, over 2467979.35 frames. utt_duration=1230 frames, utt_pad_proportion=0.06191, over 8037.48 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3049, pruned_loss=0.07116, over 2473003.44 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07747, over 20194.62 utterances.], batch size: 42, lr: 5.14e-04
2022-08-23 19:22:23,622 INFO [train.py:927] (3/8) Epoch 6, batch 20750, giga_loss[loss=0.2493, simple_loss=0.3399, pruned_loss=0.07936, over 12359.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3096, pruned_loss=0.07316, over 2472979.36 frames. utt_duration=542.3 frames, utt_pad_proportion=0.07122, over 18291.03 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3155, pruned_loss=0.08359, over 2467857.10 frames. utt_duration=1239 frames, utt_pad_proportion=0.06055, over 7979.81 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3071, pruned_loss=0.07134, over 2473431.35 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07267, over 19631.28 utterances.], batch size: 62, lr: 5.14e-04
2022-08-23 19:24:08,859 INFO [train.py:927] (3/8) Epoch 6, batch 20800, giga_loss[loss=0.2229, simple_loss=0.3151, pruned_loss=0.06533, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03013, over 55.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3098, pruned_loss=0.07259, over 2473195.53 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06795, over 17505.24 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3151, pruned_loss=0.08345, over 2467578.98 frames. utt_duration=1246 frames, utt_pad_proportion=0.05913, over 7931.09 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3079, pruned_loss=0.07091, over 2473972.96 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07001, over 18947.75 utterances.], batch size: 55, lr: 5.14e-04
2022-08-23 19:25:49,507 INFO [train.py:927] (3/8) Epoch 6, batch 20850, giga_loss[loss=0.2479, simple_loss=0.3263, pruned_loss=0.08479, over 12359.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.312, pruned_loss=0.07492, over 2473128.10 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06578, over 16761.69 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3153, pruned_loss=0.08371, over 2467803.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06257, over 7996.18 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3102, pruned_loss=0.07305, over 2473677.02 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06646, over 18111.80 utterances.], batch size: 97, lr: 5.14e-04
2022-08-23 19:27:34,147 INFO [train.py:927] (3/8) Epoch 6, batch 20900, giga_loss[loss=0.2437, simple_loss=0.3179, pruned_loss=0.08474, over 12386.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.0576, over 162.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3132, pruned_loss=0.07723, over 2473418.54 frames. utt_duration=566.7 frames, utt_pad_proportion=0.07141, over 17505.61 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3151, pruned_loss=0.0837, over 2467881.44 frames. utt_duration=1240 frames, utt_pad_proportion=0.0619, over 7973.34 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3119, pruned_loss=0.07565, over 2473870.04 frames. utt_duration=530 frames, utt_pad_proportion=0.07193, over 18724.32 utterances.], batch size: 162, lr: 5.14e-04
2022-08-23 19:29:19,069 INFO [train.py:927] (3/8) Epoch 6, batch 20950, giga_loss[loss=0.2204, simple_loss=0.3055, pruned_loss=0.0676, over 12425.00 frames. utt_duration=711.5 frames, utt_pad_proportion=0.02399, over 70.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3117, pruned_loss=0.07704, over 2473765.57 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06613, over 17296.86 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3147, pruned_loss=0.08361, over 2468010.03 frames. utt_duration=1246 frames, utt_pad_proportion=0.06057, over 7931.77 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.311, pruned_loss=0.07567, over 2474190.60 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06748, over 18607.75 utterances.], batch size: 70, lr: 5.14e-04
2022-08-23 19:30:58,619 INFO [train.py:927] (3/8) Epoch 6, batch 21000, giga_loss[loss=0.1927, simple_loss=0.2849, pruned_loss=0.0503, over 12309.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03554, over 51.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3104, pruned_loss=0.07598, over 2473618.60 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06518, over 16701.81 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3144, pruned_loss=0.0834, over 2468107.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.06267, over 7943.92 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3099, pruned_loss=0.07469, over 2474169.65 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06556, over 18234.08 utterances.], batch size: 51, lr: 5.14e-04
2022-08-23 19:30:58,620 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 19:31:12,146 INFO [train.py:967] (3/8) 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 19:32:56,558 INFO [train.py:927] (3/8) Epoch 6, batch 21050, giga_loss[loss=0.2197, simple_loss=0.3026, pruned_loss=0.06838, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03292, over 97.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3078, pruned_loss=0.07467, over 2474616.44 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06744, over 17940.95 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3146, pruned_loss=0.08356, over 2468208.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.06747, over 8048.35 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3072, pruned_loss=0.07342, over 2475014.33 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06562, over 19140.27 utterances.], batch size: 97, lr: 5.14e-04
2022-08-23 19:34:40,331 INFO [train.py:927] (3/8) Epoch 6, batch 21100, giga_loss[loss=0.2069, simple_loss=0.2909, pruned_loss=0.06142, over 12332.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03503, over 62.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3035, pruned_loss=0.07299, over 2474248.90 frames. utt_duration=545 frames, utt_pad_proportion=0.06934, over 18209.79 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3143, pruned_loss=0.08351, over 2467967.03 frames. utt_duration=1231 frames, utt_pad_proportion=0.06649, over 8029.14 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.303, pruned_loss=0.07179, over 2474937.58 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06819, over 19416.07 utterances.], batch size: 62, lr: 5.13e-04
2022-08-23 19:36:22,773 INFO [train.py:927] (3/8) Epoch 6, batch 21150, libri_loss[loss=0.2976, simple_loss=0.3769, pruned_loss=0.1092, over 12422.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.0103, over 39.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3024, pruned_loss=0.07276, over 2474455.19 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07814, over 19799.86 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3144, pruned_loss=0.08365, over 2467944.80 frames. utt_duration=1234 frames, utt_pad_proportion=0.0653, over 8006.62 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3016, pruned_loss=0.07144, over 2475172.86 frames. utt_duration=472 frames, utt_pad_proportion=0.07736, over 21041.62 utterances.], batch size: 39, lr: 5.13e-04
2022-08-23 19:38:03,210 INFO [train.py:927] (3/8) Epoch 6, batch 21200, giga_loss[loss=0.196, simple_loss=0.2755, pruned_loss=0.05822, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04732, over 34.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3019, pruned_loss=0.07282, over 2473926.84 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07485, over 19171.74 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.315, pruned_loss=0.08415, over 2467902.86 frames. utt_duration=1226 frames, utt_pad_proportion=0.06836, over 8062.41 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3004, pruned_loss=0.071, over 2474723.12 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07342, over 20420.71 utterances.], batch size: 34, lr: 5.13e-04
2022-08-23 19:39:44,659 INFO [train.py:927] (3/8) Epoch 6, batch 21250, giga_loss[loss=0.1984, simple_loss=0.2803, pruned_loss=0.05821, over 12398.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02588, over 91.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.2991, pruned_loss=0.07187, over 2473576.07 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07836, over 19502.02 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3155, pruned_loss=0.08456, over 2468133.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.07106, over 8134.84 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.2971, pruned_loss=0.06975, over 2474131.47 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07608, over 20692.98 utterances.], batch size: 91, lr: 5.13e-04
2022-08-23 19:41:26,365 INFO [train.py:927] (3/8) Epoch 6, batch 21300, giga_loss[loss=0.1859, simple_loss=0.2613, pruned_loss=0.05529, over 12171.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03252, over 36.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2957, pruned_loss=0.07067, over 2472784.33 frames. utt_duration=546.3 frames, utt_pad_proportion=0.07224, over 18156.44 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3154, pruned_loss=0.08449, over 2468204.34 frames. utt_duration=1216 frames, utt_pad_proportion=0.06976, over 8126.97 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2938, pruned_loss=0.06867, over 2473284.72 frames. utt_duration=511.2 frames, utt_pad_proportion=0.07118, over 19409.57 utterances.], batch size: 36, lr: 5.13e-04
2022-08-23 19:43:06,695 INFO [train.py:927] (3/8) Epoch 6, batch 21350, libri_loss[loss=0.2032, simple_loss=0.2698, pruned_loss=0.06832, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007958, over 30.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2934, pruned_loss=0.06951, over 2473249.80 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06686, over 17469.26 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3155, pruned_loss=0.0845, over 2468520.99 frames. utt_duration=1220 frames, utt_pad_proportion=0.06768, over 8102.54 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2908, pruned_loss=0.0673, over 2473558.22 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06713, over 18910.62 utterances.], batch size: 30, lr: 5.13e-04
2022-08-23 19:44:47,543 INFO [train.py:927] (3/8) Epoch 6, batch 21400, giga_loss[loss=0.1676, simple_loss=0.2401, pruned_loss=0.04754, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2889, pruned_loss=0.06725, over 2472724.80 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06868, over 17281.02 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3151, pruned_loss=0.08426, over 2468546.38 frames. utt_duration=1222 frames, utt_pad_proportion=0.06747, over 8092.03 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2871, pruned_loss=0.06566, over 2472963.29 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06886, over 18458.63 utterances.], batch size: 37, lr: 5.13e-04
2022-08-23 19:46:29,774 INFO [train.py:927] (3/8) Epoch 6, batch 21450, giga_loss[loss=0.2593, simple_loss=0.3359, pruned_loss=0.09134, over 12402.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05631, over 162.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2888, pruned_loss=0.0669, over 2473427.17 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06579, over 17235.99 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3162, pruned_loss=0.08463, over 2468771.70 frames. utt_duration=1218 frames, utt_pad_proportion=0.0674, over 8114.77 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2859, pruned_loss=0.06497, over 2473491.36 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06611, over 18314.84 utterances.], batch size: 162, lr: 5.13e-04
2022-08-23 19:48:15,414 INFO [train.py:927] (3/8) Epoch 6, batch 21500, giga_loss[loss=0.2996, simple_loss=0.3653, pruned_loss=0.117, over 12410.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06796, over 184.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2916, pruned_loss=0.06871, over 2473382.94 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06496, over 17297.54 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3159, pruned_loss=0.08448, over 2468784.79 frames. utt_duration=1223 frames, utt_pad_proportion=0.06614, over 8085.25 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2889, pruned_loss=0.06691, over 2473521.58 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06578, over 18389.04 utterances.], batch size: 184, lr: 5.13e-04
2022-08-23 19:49:56,964 INFO [train.py:927] (3/8) Epoch 6, batch 21550, giga_loss[loss=0.261, simple_loss=0.335, pruned_loss=0.09351, over 12418.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06684, over 184.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2961, pruned_loss=0.07118, over 2473734.14 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06342, over 17292.52 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3151, pruned_loss=0.08399, over 2468553.97 frames. utt_duration=1230 frames, utt_pad_proportion=0.06484, over 8039.30 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2941, pruned_loss=0.06977, over 2474182.21 frames. utt_duration=538 frames, utt_pad_proportion=0.06464, over 18445.32 utterances.], batch size: 184, lr: 5.13e-04
2022-08-23 19:51:39,566 INFO [train.py:927] (3/8) Epoch 6, batch 21600, giga_loss[loss=0.2777, simple_loss=0.3565, pruned_loss=0.09951, over 12377.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.0601, over 182.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3022, pruned_loss=0.07383, over 2474076.54 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06468, over 17967.95 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.315, pruned_loss=0.08408, over 2468422.47 frames. utt_duration=1221 frames, utt_pad_proportion=0.06762, over 8098.38 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07238, over 2474687.65 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06455, over 19061.75 utterances.], batch size: 182, lr: 5.13e-04
2022-08-23 19:53:21,505 INFO [train.py:927] (3/8) Epoch 6, batch 21650, giga_loss[loss=0.2584, simple_loss=0.3337, pruned_loss=0.09152, over 12428.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3091, pruned_loss=0.07742, over 2473964.65 frames. utt_duration=519.7 frames, utt_pad_proportion=0.0744, over 19094.96 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3152, pruned_loss=0.08408, over 2468512.39 frames. utt_duration=1211 frames, utt_pad_proportion=0.07073, over 8162.51 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3072, pruned_loss=0.0761, over 2474473.56 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07262, over 20083.87 utterances.], batch size: 184, lr: 5.13e-04
2022-08-23 19:55:00,504 INFO [train.py:927] (3/8) Epoch 6, batch 21700, giga_loss[loss=0.2036, simple_loss=0.2878, pruned_loss=0.05972, over 12222.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03821, over 28.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3075, pruned_loss=0.07533, over 2473431.77 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07835, over 19841.88 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.315, pruned_loss=0.08356, over 2468795.38 frames. utt_duration=1218 frames, utt_pad_proportion=0.06925, over 8115.37 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.306, pruned_loss=0.07453, over 2473742.43 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07734, over 20959.73 utterances.], batch size: 28, lr: 5.12e-04
2022-08-23 19:56:40,763 INFO [train.py:927] (3/8) Epoch 6, batch 21750, giga_loss[loss=0.2148, simple_loss=0.2987, pruned_loss=0.06551, over 12343.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03077, over 70.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3067, pruned_loss=0.07342, over 2473794.58 frames. utt_duration=528.6 frames, utt_pad_proportion=0.07423, over 18773.39 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.315, pruned_loss=0.08363, over 2469060.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.06871, over 8118.54 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3054, pruned_loss=0.07251, over 2473914.71 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07386, over 19910.84 utterances.], batch size: 70, lr: 5.12e-04
2022-08-23 19:58:24,362 INFO [train.py:927] (3/8) Epoch 6, batch 21800, giga_loss[loss=0.2254, simple_loss=0.3006, pruned_loss=0.07513, over 12397.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02964, over 62.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07463, over 2473271.55 frames. utt_duration=534 frames, utt_pad_proportion=0.07519, over 18577.93 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3147, pruned_loss=0.0837, over 2468852.96 frames. utt_duration=1214 frames, utt_pad_proportion=0.07029, over 8144.77 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.307, pruned_loss=0.07345, over 2473719.86 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07419, over 19844.47 utterances.], batch size: 62, lr: 5.12e-04
2022-08-23 20:00:09,135 INFO [train.py:927] (3/8) Epoch 6, batch 21850, giga_loss[loss=0.2068, simple_loss=0.2912, pruned_loss=0.06117, over 12306.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02923, over 74.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.31, pruned_loss=0.0762, over 2472350.13 frames. utt_duration=553.8 frames, utt_pad_proportion=0.07262, over 17906.90 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3146, pruned_loss=0.08375, over 2468349.33 frames. utt_duration=1214 frames, utt_pad_proportion=0.06932, over 8140.54 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.309, pruned_loss=0.07496, over 2473298.52 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07236, over 19249.56 utterances.], batch size: 74, lr: 5.12e-04
2022-08-23 20:01:51,706 INFO [train.py:927] (3/8) Epoch 6, batch 21900, giga_loss[loss=0.2117, simple_loss=0.2897, pruned_loss=0.06691, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03721, over 37.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3117, pruned_loss=0.07742, over 2473258.72 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06703, over 17889.06 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3146, pruned_loss=0.08353, over 2468552.13 frames. utt_duration=1218 frames, utt_pad_proportion=0.06837, over 8114.80 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3109, pruned_loss=0.07652, over 2473912.27 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06752, over 19164.63 utterances.], batch size: 37, lr: 5.12e-04
2022-08-23 20:03:36,337 INFO [train.py:927] (3/8) Epoch 6, batch 21950, giga_loss[loss=0.2322, simple_loss=0.313, pruned_loss=0.07574, over 12359.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04555, over 37.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3126, pruned_loss=0.07756, over 2473010.36 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06619, over 17499.48 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3146, pruned_loss=0.08338, over 2468463.55 frames. utt_duration=1222 frames, utt_pad_proportion=0.06731, over 8092.64 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3118, pruned_loss=0.07686, over 2473687.07 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06702, over 18698.01 utterances.], batch size: 37, lr: 5.12e-04
2022-08-23 20:05:18,929 INFO [train.py:927] (3/8) Epoch 6, batch 22000, giga_loss[loss=0.212, simple_loss=0.2913, pruned_loss=0.06633, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03085, over 42.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3139, pruned_loss=0.07759, over 2472310.12 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06829, over 17546.78 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3146, pruned_loss=0.08331, over 2468681.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.06677, over 8083.73 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3133, pruned_loss=0.07704, over 2472683.94 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06905, over 18581.10 utterances.], batch size: 42, lr: 5.12e-04
2022-08-23 20:07:02,547 INFO [train.py:927] (3/8) Epoch 6, batch 22050, giga_loss[loss=0.213, simple_loss=0.2958, pruned_loss=0.06507, over 12385.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02958, over 62.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3131, pruned_loss=0.07768, over 2472620.95 frames. utt_duration=567.7 frames, utt_pad_proportion=0.0666, over 17469.39 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3142, pruned_loss=0.08316, over 2468695.24 frames. utt_duration=1230 frames, utt_pad_proportion=0.0653, over 8040.70 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3129, pruned_loss=0.07723, over 2472996.92 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06785, over 18583.47 utterances.], batch size: 62, lr: 5.12e-04
2022-08-23 20:08:46,636 INFO [train.py:927] (3/8) Epoch 6, batch 22100, giga_loss[loss=0.1967, simple_loss=0.2814, pruned_loss=0.05598, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04213, over 34.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3126, pruned_loss=0.0775, over 2472921.58 frames. utt_duration=581.5 frames, utt_pad_proportion=0.0627, over 17055.36 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.314, pruned_loss=0.08302, over 2468412.77 frames. utt_duration=1231 frames, utt_pad_proportion=0.0651, over 8028.49 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3127, pruned_loss=0.07724, over 2473479.55 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06397, over 17977.74 utterances.], batch size: 34, lr: 5.12e-04
2022-08-23 20:10:28,078 INFO [train.py:927] (3/8) Epoch 6, batch 22150, giga_loss[loss=0.2698, simple_loss=0.3451, pruned_loss=0.09723, over 12438.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04207, over 114.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.313, pruned_loss=0.07763, over 2472141.09 frames. utt_duration=598.4 frames, utt_pad_proportion=0.06426, over 16567.29 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3143, pruned_loss=0.08312, over 2468426.02 frames. utt_duration=1232 frames, utt_pad_proportion=0.06434, over 8026.11 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3127, pruned_loss=0.07726, over 2472619.31 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06553, over 17414.98 utterances.], batch size: 114, lr: 5.12e-04
2022-08-23 20:12:12,448 INFO [train.py:927] (3/8) Epoch 6, batch 22200, giga_loss[loss=0.2116, simple_loss=0.2928, pruned_loss=0.06525, over 12443.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02225, over 48.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3137, pruned_loss=0.0775, over 2471594.31 frames. utt_duration=612.8 frames, utt_pad_proportion=0.06313, over 16172.72 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3145, pruned_loss=0.08302, over 2468160.87 frames. utt_duration=1235 frames, utt_pad_proportion=0.06328, over 8005.75 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3134, pruned_loss=0.07713, over 2472295.94 frames. utt_duration=578.5 frames, utt_pad_proportion=0.0647, over 17137.88 utterances.], batch size: 48, lr: 5.12e-04
2022-08-23 20:13:53,963 INFO [train.py:927] (3/8) Epoch 6, batch 22250, giga_loss[loss=0.2097, simple_loss=0.2931, pruned_loss=0.06318, over 12448.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.0419, over 26.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.312, pruned_loss=0.07688, over 2472047.92 frames. utt_duration=599.6 frames, utt_pad_proportion=0.06795, over 16533.01 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3143, pruned_loss=0.08287, over 2468126.15 frames. utt_duration=1235 frames, utt_pad_proportion=0.06319, over 8005.63 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3118, pruned_loss=0.07668, over 2472669.85 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06903, over 17374.11 utterances.], batch size: 26, lr: 5.12e-04
2022-08-23 20:15:37,647 INFO [train.py:927] (3/8) Epoch 6, batch 22300, giga_loss[loss=0.1874, simple_loss=0.2748, pruned_loss=0.05004, over 12377.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04477, over 26.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3101, pruned_loss=0.07651, over 2472020.63 frames. utt_duration=590.4 frames, utt_pad_proportion=0.06731, over 16791.10 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.314, pruned_loss=0.08289, over 2468327.94 frames. utt_duration=1235 frames, utt_pad_proportion=0.06316, over 8003.65 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07617, over 2472433.66 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06824, over 17710.13 utterances.], batch size: 26, lr: 5.11e-04
2022-08-23 20:17:18,526 INFO [train.py:927] (3/8) Epoch 6, batch 22350, giga_loss[loss=0.2224, simple_loss=0.2977, pruned_loss=0.07356, over 12413.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0429, over 146.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3086, pruned_loss=0.07558, over 2472916.06 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06256, over 16730.63 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3142, pruned_loss=0.08274, over 2468373.08 frames. utt_duration=1238 frames, utt_pad_proportion=0.0622, over 7986.70 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3084, pruned_loss=0.07532, over 2473303.18 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06393, over 17640.59 utterances.], batch size: 146, lr: 5.11e-04
2022-08-23 20:18:58,373 INFO [train.py:927] (3/8) Epoch 6, batch 22400, giga_loss[loss=0.2031, simple_loss=0.2865, pruned_loss=0.05985, over 12357.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03282, over 104.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3053, pruned_loss=0.07443, over 2472515.67 frames. utt_duration=580 frames, utt_pad_proportion=0.0661, over 17097.06 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3145, pruned_loss=0.08312, over 2468340.69 frames. utt_duration=1229 frames, utt_pad_proportion=0.06572, over 8046.35 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3047, pruned_loss=0.07375, over 2472942.87 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06574, over 17963.79 utterances.], batch size: 104, lr: 5.11e-04
2022-08-23 20:20:40,392 INFO [train.py:927] (3/8) Epoch 6, batch 22450, giga_loss[loss=0.2231, simple_loss=0.2975, pruned_loss=0.07432, over 12384.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3027, pruned_loss=0.07289, over 2472630.73 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06339, over 17076.22 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3146, pruned_loss=0.08311, over 2468136.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.06495, over 8032.74 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3021, pruned_loss=0.07224, over 2473197.57 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06351, over 17888.22 utterances.], batch size: 91, lr: 5.11e-04
2022-08-23 20:22:18,310 INFO [train.py:927] (3/8) Epoch 6, batch 22500, libri_loss[loss=0.2377, simple_loss=0.3202, pruned_loss=0.07763, over 12386.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009604, over 38.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3015, pruned_loss=0.07172, over 2472298.63 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05832, over 16544.54 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3138, pruned_loss=0.08274, over 2468101.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.06373, over 7983.57 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3012, pruned_loss=0.07122, over 2472893.84 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05912, over 17479.07 utterances.], batch size: 38, lr: 5.11e-04
2022-08-23 20:24:04,215 INFO [train.py:927] (3/8) Epoch 6, batch 22550, giga_loss[loss=0.2223, simple_loss=0.3074, pruned_loss=0.06858, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02916, over 45.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3024, pruned_loss=0.07126, over 2472550.48 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05443, over 16634.09 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3138, pruned_loss=0.08277, over 2468269.49 frames. utt_duration=1240 frames, utt_pad_proportion=0.06302, over 7970.85 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3021, pruned_loss=0.07069, over 2472927.29 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05549, over 17497.23 utterances.], batch size: 45, lr: 5.11e-04
2022-08-23 20:25:42,703 INFO [train.py:927] (3/8) Epoch 6, batch 22600, giga_loss[loss=0.2359, simple_loss=0.3183, pruned_loss=0.07674, over 12383.00 frames. utt_duration=343.1 frames, utt_pad_proportion=0.03898, over 145.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3033, pruned_loss=0.07099, over 2472958.61 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05566, over 17341.43 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3143, pruned_loss=0.08306, over 2468290.67 frames. utt_duration=1242 frames, utt_pad_proportion=0.06199, over 7961.74 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3022, pruned_loss=0.06977, over 2473427.24 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05669, over 18412.35 utterances.], batch size: 145, lr: 5.11e-04
2022-08-23 20:27:23,757 INFO [train.py:927] (3/8) Epoch 6, batch 22650, giga_loss[loss=0.2146, simple_loss=0.2811, pruned_loss=0.07405, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03421, over 39.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.303, pruned_loss=0.07103, over 2473053.32 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05452, over 17575.65 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.314, pruned_loss=0.08291, over 2468257.29 frames. utt_duration=1242 frames, utt_pad_proportion=0.06133, over 7959.08 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.302, pruned_loss=0.06984, over 2473620.07 frames. utt_duration=531 frames, utt_pad_proportion=0.05556, over 18685.47 utterances.], batch size: 39, lr: 5.11e-04
2022-08-23 20:29:05,638 INFO [train.py:927] (3/8) Epoch 6, batch 22700, giga_loss[loss=0.2434, simple_loss=0.3283, pruned_loss=0.07921, over 12402.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03303, over 80.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.304, pruned_loss=0.07165, over 2473618.94 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05452, over 17792.41 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3138, pruned_loss=0.0828, over 2468121.24 frames. utt_duration=1231 frames, utt_pad_proportion=0.06506, over 8028.04 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.303, pruned_loss=0.07043, over 2474340.07 frames. utt_duration=524.3 frames, utt_pad_proportion=0.05389, over 18931.75 utterances.], batch size: 80, lr: 5.11e-04
2022-08-23 20:30:48,873 INFO [train.py:927] (3/8) Epoch 6, batch 22750, giga_loss[loss=0.2372, simple_loss=0.3123, pruned_loss=0.08103, over 12337.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02295, over 45.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3059, pruned_loss=0.07229, over 2473873.25 frames. utt_duration=555.1 frames, utt_pad_proportion=0.05384, over 17875.18 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3142, pruned_loss=0.08303, over 2468352.39 frames. utt_duration=1232 frames, utt_pad_proportion=0.06454, over 8024.77 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3047, pruned_loss=0.071, over 2474269.06 frames. utt_duration=526 frames, utt_pad_proportion=0.05355, over 18869.86 utterances.], batch size: 45, lr: 5.11e-04
2022-08-23 20:32:26,935 INFO [train.py:927] (3/8) Epoch 6, batch 22800, giga_loss[loss=0.2398, simple_loss=0.3261, pruned_loss=0.07676, over 12445.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03517, over 98.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3074, pruned_loss=0.07313, over 2473911.11 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05874, over 17854.18 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3151, pruned_loss=0.08353, over 2468419.63 frames. utt_duration=1219 frames, utt_pad_proportion=0.0681, over 8107.60 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3054, pruned_loss=0.0714, over 2474287.22 frames. utt_duration=528.3 frames, utt_pad_proportion=0.05676, over 18789.13 utterances.], batch size: 98, lr: 5.11e-04
2022-08-23 20:34:07,052 INFO [train.py:927] (3/8) Epoch 6, batch 22850, giga_loss[loss=0.2124, simple_loss=0.2822, pruned_loss=0.07132, over 12192.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.02925, over 36.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3071, pruned_loss=0.07302, over 2473984.24 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05579, over 17451.86 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3146, pruned_loss=0.08336, over 2468261.95 frames. utt_duration=1223 frames, utt_pad_proportion=0.06779, over 8082.58 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3059, pruned_loss=0.07171, over 2474452.26 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0544, over 18284.82 utterances.], batch size: 36, lr: 5.11e-04
2022-08-23 20:35:47,704 INFO [train.py:927] (3/8) Epoch 6, batch 22900, giga_loss[loss=0.2386, simple_loss=0.3037, pruned_loss=0.08678, over 12134.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.0415, over 28.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3058, pruned_loss=0.07278, over 2473391.06 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05399, over 17201.92 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3151, pruned_loss=0.08358, over 2468595.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.06663, over 8086.63 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3043, pruned_loss=0.07129, over 2473577.19 frames. utt_duration=549 frames, utt_pad_proportion=0.05329, over 18072.04 utterances.], batch size: 28, lr: 5.10e-04
2022-08-23 20:37:23,198 INFO [train.py:927] (3/8) Epoch 6, batch 22950, giga_loss[loss=0.2302, simple_loss=0.3005, pruned_loss=0.07994, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03263, over 42.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3044, pruned_loss=0.07207, over 2473555.22 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05399, over 17058.88 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3152, pruned_loss=0.08375, over 2468335.19 frames. utt_duration=1223 frames, utt_pad_proportion=0.06595, over 8080.81 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3028, pruned_loss=0.07043, over 2474037.60 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05353, over 17991.38 utterances.], batch size: 42, lr: 5.10e-04
2022-08-23 20:39:02,688 INFO [train.py:927] (3/8) Epoch 6, batch 23000, giga_loss[loss=0.2109, simple_loss=0.2917, pruned_loss=0.06507, over 12388.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02977, over 58.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3053, pruned_loss=0.07122, over 2472995.50 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05641, over 17404.93 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3153, pruned_loss=0.08366, over 2468151.59 frames. utt_duration=1226 frames, utt_pad_proportion=0.0652, over 8061.71 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3038, pruned_loss=0.06984, over 2473576.67 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0562, over 18280.44 utterances.], batch size: 58, lr: 5.10e-04
2022-08-23 20:40:41,807 INFO [train.py:927] (3/8) Epoch 6, batch 23050, giga_loss[loss=0.2272, simple_loss=0.3011, pruned_loss=0.07662, over 12346.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03362, over 62.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3038, pruned_loss=0.07118, over 2472982.09 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05554, over 17119.78 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.315, pruned_loss=0.0835, over 2468343.47 frames. utt_duration=1231 frames, utt_pad_proportion=0.06454, over 8032.92 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3028, pruned_loss=0.07006, over 2473336.42 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05564, over 17960.08 utterances.], batch size: 62, lr: 5.10e-04
2022-08-23 20:42:22,966 INFO [train.py:927] (3/8) Epoch 6, batch 23100, giga_loss[loss=0.1849, simple_loss=0.2744, pruned_loss=0.04766, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3033, pruned_loss=0.07222, over 2473207.39 frames. utt_duration=578.7 frames, utt_pad_proportion=0.0559, over 17138.51 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3155, pruned_loss=0.08398, over 2468584.53 frames. utt_duration=1215 frames, utt_pad_proportion=0.06907, over 8138.12 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3015, pruned_loss=0.07038, over 2473475.37 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05386, over 18097.23 utterances.], batch size: 75, lr: 5.10e-04
2022-08-23 20:44:03,855 INFO [train.py:927] (3/8) Epoch 6, batch 23150, giga_loss[loss=0.1845, simple_loss=0.2632, pruned_loss=0.05288, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02811, over 42.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3012, pruned_loss=0.07176, over 2473824.53 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05814, over 17298.81 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3158, pruned_loss=0.08422, over 2468863.32 frames. utt_duration=1193 frames, utt_pad_proportion=0.07644, over 8291.29 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2993, pruned_loss=0.06995, over 2473862.98 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05334, over 18036.85 utterances.], batch size: 42, lr: 5.10e-04
2022-08-23 20:45:42,917 INFO [train.py:927] (3/8) Epoch 6, batch 23200, giga_loss[loss=0.19, simple_loss=0.2656, pruned_loss=0.05721, over 12256.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2972, pruned_loss=0.06994, over 2473288.69 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05753, over 17502.03 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3158, pruned_loss=0.08414, over 2468632.37 frames. utt_duration=1197 frames, utt_pad_proportion=0.0752, over 8262.33 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2954, pruned_loss=0.06828, over 2473625.62 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05416, over 18319.47 utterances.], batch size: 54, lr: 5.10e-04
2022-08-23 20:47:24,388 INFO [train.py:927] (3/8) Epoch 6, batch 23250, giga_loss[loss=0.2172, simple_loss=0.2917, pruned_loss=0.07137, over 12170.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03585, over 39.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2949, pruned_loss=0.06902, over 2472532.72 frames. utt_duration=581.7 frames, utt_pad_proportion=0.05997, over 17045.35 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3147, pruned_loss=0.0835, over 2468144.87 frames. utt_duration=1206 frames, utt_pad_proportion=0.07326, over 8193.72 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2936, pruned_loss=0.06766, over 2473436.16 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05753, over 18126.96 utterances.], batch size: 39, lr: 5.10e-04
2022-08-23 20:49:03,735 INFO [train.py:927] (3/8) Epoch 6, batch 23300, giga_loss[loss=0.221, simple_loss=0.3061, pruned_loss=0.06797, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2985, pruned_loss=0.07028, over 2472460.48 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05628, over 17247.80 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3149, pruned_loss=0.0836, over 2468165.62 frames. utt_duration=1207 frames, utt_pad_proportion=0.07236, over 8190.81 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2969, pruned_loss=0.06886, over 2473229.81 frames. utt_duration=542.9 frames, utt_pad_proportion=0.0548, over 18272.60 utterances.], batch size: 105, lr: 5.10e-04
2022-08-23 20:50:45,625 INFO [train.py:927] (3/8) Epoch 6, batch 23350, giga_loss[loss=0.2293, simple_loss=0.3132, pruned_loss=0.07267, over 12364.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3006, pruned_loss=0.07122, over 2472424.78 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06152, over 17540.93 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3146, pruned_loss=0.08342, over 2468278.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.07159, over 8158.27 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.2995, pruned_loss=0.07002, over 2472997.02 frames. utt_duration=535.1 frames, utt_pad_proportion=0.0603, over 18537.59 utterances.], batch size: 70, lr: 5.10e-04
2022-08-23 20:52:30,159 INFO [train.py:927] (3/8) Epoch 6, batch 23400, giga_loss[loss=0.2481, simple_loss=0.322, pruned_loss=0.08709, over 12412.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.0251, over 70.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.304, pruned_loss=0.07331, over 2472061.31 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06056, over 17232.19 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3147, pruned_loss=0.08329, over 2468072.06 frames. utt_duration=1214 frames, utt_pad_proportion=0.07107, over 8141.73 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3028, pruned_loss=0.07239, over 2472751.66 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0598, over 18117.90 utterances.], batch size: 70, lr: 5.10e-04
2022-08-23 20:54:15,178 INFO [train.py:927] (3/8) Epoch 6, batch 23450, giga_loss[loss=0.2211, simple_loss=0.3009, pruned_loss=0.07062, over 12385.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02701, over 91.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3108, pruned_loss=0.07832, over 2472930.13 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06392, over 17736.84 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3146, pruned_loss=0.08312, over 2467976.98 frames. utt_duration=1214 frames, utt_pad_proportion=0.07018, over 8142.99 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3099, pruned_loss=0.07758, over 2473676.35 frames. utt_duration=532 frames, utt_pad_proportion=0.06342, over 18649.96 utterances.], batch size: 91, lr: 5.10e-04
2022-08-23 20:55:58,082 INFO [train.py:927] (3/8) Epoch 6, batch 23500, giga_loss[loss=0.2629, simple_loss=0.3334, pruned_loss=0.09615, over 12414.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0434, over 31.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3169, pruned_loss=0.08284, over 2473718.25 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06746, over 18028.31 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3144, pruned_loss=0.08298, over 2468060.27 frames. utt_duration=1217 frames, utt_pad_proportion=0.06844, over 8120.24 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3162, pruned_loss=0.08232, over 2474405.40 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06766, over 19118.41 utterances.], batch size: 31, lr: 5.10e-04
2022-08-23 20:57:42,160 INFO [train.py:927] (3/8) Epoch 6, batch 23550, giga_loss[loss=0.3604, simple_loss=0.3997, pruned_loss=0.1605, over 12397.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07741, over 213.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3245, pruned_loss=0.08921, over 2473529.30 frames. utt_duration=512.9 frames, utt_pad_proportion=0.07045, over 19346.03 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3142, pruned_loss=0.08283, over 2467938.14 frames. utt_duration=1221 frames, utt_pad_proportion=0.06717, over 8091.54 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3243, pruned_loss=0.08894, over 2474304.66 frames. utt_duration=485.3 frames, utt_pad_proportion=0.0709, over 20456.90 utterances.], batch size: 213, lr: 5.09e-04
2022-08-23 20:59:29,441 INFO [train.py:927] (3/8) Epoch 6, batch 23600, giga_loss[loss=0.2806, simple_loss=0.3413, pruned_loss=0.1099, over 12400.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3311, pruned_loss=0.09556, over 2473955.65 frames. utt_duration=463.1 frames, utt_pad_proportion=0.08391, over 21437.46 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3146, pruned_loss=0.08319, over 2467935.94 frames. utt_duration=1220 frames, utt_pad_proportion=0.06704, over 8103.36 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3307, pruned_loss=0.09516, over 2474665.84 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08365, over 22494.41 utterances.], batch size: 133, lr: 5.09e-04
2022-08-23 21:01:16,921 INFO [train.py:927] (3/8) Epoch 6, batch 23650, libri_loss[loss=0.2454, simple_loss=0.3229, pruned_loss=0.08394, over 12459.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006826, over 37.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3355, pruned_loss=0.09907, over 2474141.39 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08691, over 21936.79 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.315, pruned_loss=0.08313, over 2468224.54 frames. utt_duration=1226 frames, utt_pad_proportion=0.06489, over 8065.52 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3357, pruned_loss=0.09945, over 2474690.68 frames. utt_duration=424 frames, utt_pad_proportion=0.08757, over 23425.50 utterances.], batch size: 37, lr: 5.09e-04
2022-08-23 21:03:04,008 INFO [train.py:927] (3/8) Epoch 6, batch 23700, giga_loss[loss=0.2614, simple_loss=0.33, pruned_loss=0.09645, over 12348.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03099, over 85.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3358, pruned_loss=0.09893, over 2473605.90 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07899, over 20942.12 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3144, pruned_loss=0.08269, over 2468130.41 frames. utt_duration=1231 frames, utt_pad_proportion=0.06301, over 8031.00 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3374, pruned_loss=0.1003, over 2474360.26 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08092, over 22737.77 utterances.], batch size: 85, lr: 5.09e-04
2022-08-23 21:04:48,487 INFO [train.py:927] (3/8) Epoch 6, batch 23750, giga_loss[loss=0.3448, simple_loss=0.3813, pruned_loss=0.1541, over 12404.00 frames. utt_duration=233.3 frames, utt_pad_proportion=0.08137, over 214.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3372, pruned_loss=0.101, over 2474234.54 frames. utt_duration=456.3 frames, utt_pad_proportion=0.08088, over 21759.12 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3142, pruned_loss=0.08249, over 2468385.23 frames. utt_duration=1234 frames, utt_pad_proportion=0.06129, over 8012.94 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3397, pruned_loss=0.103, over 2474878.48 frames. utt_duration=417.7 frames, utt_pad_proportion=0.083, over 23785.44 utterances.], batch size: 214, lr: 5.09e-04
2022-08-23 21:06:33,248 INFO [train.py:927] (3/8) Epoch 6, batch 23800, giga_loss[loss=0.2491, simple_loss=0.3371, pruned_loss=0.08053, over 12352.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3395, pruned_loss=0.1019, over 2474573.96 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07857, over 21960.42 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.314, pruned_loss=0.08243, over 2468502.37 frames. utt_duration=1238 frames, utt_pad_proportion=0.06044, over 7984.87 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.342, pruned_loss=0.1039, over 2475095.54 frames. utt_duration=416.8 frames, utt_pad_proportion=0.08077, over 23834.34 utterances.], batch size: 62, lr: 5.09e-04
2022-08-23 21:08:18,710 INFO [train.py:927] (3/8) Epoch 6, batch 23850, giga_loss[loss=0.2524, simple_loss=0.3373, pruned_loss=0.08372, over 12347.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3397, pruned_loss=0.1016, over 2474585.65 frames. utt_duration=448 frames, utt_pad_proportion=0.07883, over 22165.47 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3141, pruned_loss=0.08255, over 2468715.72 frames. utt_duration=1241 frames, utt_pad_proportion=0.05953, over 7969.29 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3421, pruned_loss=0.1034, over 2474914.54 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08094, over 23929.57 utterances.], batch size: 70, lr: 5.09e-04
2022-08-23 21:10:06,908 INFO [train.py:927] (3/8) Epoch 6, batch 23900, giga_loss[loss=0.3106, simple_loss=0.3584, pruned_loss=0.1314, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.338, pruned_loss=0.09923, over 2474846.89 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08116, over 22544.20 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3135, pruned_loss=0.08219, over 2468541.19 frames. utt_duration=1245 frames, utt_pad_proportion=0.05845, over 7938.43 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.341, pruned_loss=0.1014, over 2475389.70 frames. utt_duration=408.8 frames, utt_pad_proportion=0.08312, over 24304.74 utterances.], batch size: 258, lr: 5.09e-04
2022-08-23 21:11:50,003 INFO [train.py:927] (3/8) Epoch 6, batch 23950, giga_loss[loss=0.2442, simple_loss=0.3182, pruned_loss=0.08514, over 12375.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3345, pruned_loss=0.09622, over 2474475.63 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08112, over 22630.70 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3134, pruned_loss=0.08209, over 2468429.22 frames. utt_duration=1247 frames, utt_pad_proportion=0.05724, over 7924.58 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3376, pruned_loss=0.09848, over 2475147.50 frames. utt_duration=406.6 frames, utt_pad_proportion=0.08321, over 24435.24 utterances.], batch size: 97, lr: 5.09e-04
2022-08-23 21:13:32,449 INFO [train.py:927] (3/8) Epoch 6, batch 24000, giga_loss[loss=0.2145, simple_loss=0.3036, pruned_loss=0.0627, over 12449.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.03962, over 26.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3335, pruned_loss=0.09546, over 2474763.46 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07692, over 21472.34 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3138, pruned_loss=0.08252, over 2468444.18 frames. utt_duration=1249 frames, utt_pad_proportion=0.05663, over 7916.79 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3359, pruned_loss=0.09704, over 2475354.88 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07925, over 23093.06 utterances.], batch size: 26, lr: 5.09e-04
2022-08-23 21:13:32,451 INFO [train.py:958] (3/8) Computing validation loss
2022-08-23 21:13:45,959 INFO [train.py:967] (3/8) 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 21:15:42,140 INFO [train.py:927] (3/8) Epoch 6, batch 24050, giga_loss[loss=0.2467, simple_loss=0.335, pruned_loss=0.07924, over 12337.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02449, over 45.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3323, pruned_loss=0.09353, over 2474937.53 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07551, over 21236.61 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3137, pruned_loss=0.08246, over 2468387.01 frames. utt_duration=1252 frames, utt_pad_proportion=0.05584, over 7898.64 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3346, pruned_loss=0.09505, over 2475586.26 frames. utt_duration=436 frames, utt_pad_proportion=0.07785, over 22787.70 utterances.], batch size: 45, lr: 5.09e-04
2022-08-23 21:17:25,448 INFO [train.py:927] (3/8) Epoch 6, batch 24100, libri_loss[loss=0.2608, simple_loss=0.3221, pruned_loss=0.09976, over 12229.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.02902, over 45.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3321, pruned_loss=0.09157, over 2474316.38 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07827, over 20866.32 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3138, pruned_loss=0.08247, over 2468228.93 frames. utt_duration=1254 frames, utt_pad_proportion=0.05468, over 7881.91 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3344, pruned_loss=0.09304, over 2475158.76 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08056, over 22485.85 utterances.], batch size: 45, lr: 5.09e-04
2022-08-23 21:19:11,247 INFO [train.py:927] (3/8) Epoch 6, batch 24150, giga_loss[loss=0.2717, simple_loss=0.3329, pruned_loss=0.1052, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03968, over 133.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3321, pruned_loss=0.0919, over 2474271.04 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07229, over 20587.71 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.314, pruned_loss=0.08247, over 2468180.06 frames. utt_duration=1252 frames, utt_pad_proportion=0.05457, over 7894.03 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3339, pruned_loss=0.09314, over 2475038.30 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07462, over 21966.11 utterances.], batch size: 133, lr: 5.08e-04
2022-08-23 21:20:55,919 INFO [train.py:927] (3/8) Epoch 6, batch 24200, giga_loss[loss=0.2546, simple_loss=0.3239, pruned_loss=0.09264, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05249, over 161.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3312, pruned_loss=0.09273, over 2474489.62 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07688, over 21567.27 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3145, pruned_loss=0.08257, over 2468114.45 frames. utt_duration=1255 frames, utt_pad_proportion=0.05375, over 7874.26 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3325, pruned_loss=0.0938, over 2475267.01 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07874, over 22915.47 utterances.], batch size: 161, lr: 5.08e-04
2022-08-23 21:22:43,017 INFO [train.py:927] (3/8) Epoch 6, batch 24250, giga_loss[loss=0.1999, simple_loss=0.2865, pruned_loss=0.05671, over 12326.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.049, over 31.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3297, pruned_loss=0.0914, over 2474118.56 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07784, over 21551.15 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3144, pruned_loss=0.08251, over 2468114.46 frames. utt_duration=1260 frames, utt_pad_proportion=0.0527, over 7845.47 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3312, pruned_loss=0.09256, over 2474901.51 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07978, over 23027.55 utterances.], batch size: 31, lr: 5.08e-04
2022-08-23 21:24:25,308 INFO [train.py:927] (3/8) Epoch 6, batch 24300, giga_loss[loss=0.2989, simple_loss=0.3479, pruned_loss=0.1249, over 12370.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3282, pruned_loss=0.08966, over 2473682.24 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07605, over 20748.82 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3138, pruned_loss=0.08224, over 2467968.99 frames. utt_duration=1264 frames, utt_pad_proportion=0.05191, over 7816.48 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3303, pruned_loss=0.09101, over 2474592.20 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07815, over 22251.54 utterances.], batch size: 371, lr: 5.08e-04
2022-08-23 21:26:09,665 INFO [train.py:927] (3/8) Epoch 6, batch 24350, giga_loss[loss=0.213, simple_loss=0.2959, pruned_loss=0.06499, over 12139.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.0343, over 28.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3267, pruned_loss=0.08935, over 2473820.58 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07785, over 20815.09 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3142, pruned_loss=0.08253, over 2467942.17 frames. utt_duration=1249 frames, utt_pad_proportion=0.05732, over 7914.21 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3281, pruned_loss=0.09024, over 2474640.95 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07773, over 22086.04 utterances.], batch size: 28, lr: 5.08e-04
2022-08-23 21:27:54,955 INFO [train.py:927] (3/8) Epoch 6, batch 24400, libri_loss[loss=0.2801, simple_loss=0.3486, pruned_loss=0.1058, over 12396.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008785, over 38.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3263, pruned_loss=0.08987, over 2474222.16 frames. utt_duration=473.9 frames, utt_pad_proportion=0.08036, over 20948.16 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3145, pruned_loss=0.08269, over 2468037.39 frames. utt_duration=1239 frames, utt_pad_proportion=0.06115, over 7975.30 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3275, pruned_loss=0.0906, over 2474916.25 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07921, over 22198.22 utterances.], batch size: 38, lr: 5.08e-04
2022-08-23 21:29:39,703 INFO [train.py:927] (3/8) Epoch 6, batch 24450, giga_loss[loss=0.2255, simple_loss=0.309, pruned_loss=0.07098, over 12389.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0412, over 133.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3247, pruned_loss=0.08934, over 2474342.09 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07552, over 20531.44 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3142, pruned_loss=0.08249, over 2467819.67 frames. utt_duration=1244 frames, utt_pad_proportion=0.05966, over 7944.41 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3263, pruned_loss=0.09033, over 2475308.63 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07554, over 21965.29 utterances.], batch size: 133, lr: 5.08e-04
2022-08-23 21:31:22,724 INFO [train.py:927] (3/8) Epoch 6, batch 24500, giga_loss[loss=0.225, simple_loss=0.3103, pruned_loss=0.06984, over 12443.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03183, over 75.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3234, pruned_loss=0.08891, over 2473774.65 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07413, over 20359.70 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3135, pruned_loss=0.08207, over 2467862.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.05837, over 7917.62 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3255, pruned_loss=0.09025, over 2474639.11 frames. utt_duration=454 frames, utt_pad_proportion=0.07481, over 21870.03 utterances.], batch size: 75, lr: 5.08e-04
2022-08-23 21:33:11,200 INFO [train.py:927] (3/8) Epoch 6, batch 24550, libri_loss[loss=0.2078, simple_loss=0.2848, pruned_loss=0.06543, over 12451.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005168, over 35.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3229, pruned_loss=0.0874, over 2474158.62 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06818, over 19959.66 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3134, pruned_loss=0.08208, over 2467763.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.05809, over 7925.29 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3249, pruned_loss=0.08857, over 2475010.94 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06929, over 21366.07 utterances.], batch size: 35, lr: 5.08e-04
2022-08-23 21:34:56,029 INFO [train.py:927] (3/8) Epoch 6, batch 24600, giga_loss[loss=0.2328, simple_loss=0.3109, pruned_loss=0.07735, over 12465.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03285, over 86.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3236, pruned_loss=0.0881, over 2474554.90 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06762, over 20072.24 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.313, pruned_loss=0.08203, over 2467707.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.05752, over 7918.31 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3257, pruned_loss=0.0892, over 2475438.38 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06883, over 21473.52 utterances.], batch size: 86, lr: 5.08e-04
2022-08-23 21:36:40,068 INFO [train.py:927] (3/8) Epoch 6, batch 24650, giga_loss[loss=0.2413, simple_loss=0.3182, pruned_loss=0.0822, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3249, pruned_loss=0.08963, over 2474766.14 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06952, over 19716.90 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3135, pruned_loss=0.08219, over 2467913.31 frames. utt_duration=1229 frames, utt_pad_proportion=0.06373, over 8044.35 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3266, pruned_loss=0.09063, over 2475540.74 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06842, over 21164.10 utterances.], batch size: 45, lr: 5.08e-04
2022-08-23 21:38:26,356 INFO [train.py:927] (3/8) Epoch 6, batch 24700, giga_loss[loss=0.2521, simple_loss=0.3131, pruned_loss=0.09556, over 12342.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3261, pruned_loss=0.09163, over 2474829.08 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07555, over 20368.80 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3136, pruned_loss=0.08215, over 2468126.29 frames. utt_duration=1215 frames, utt_pad_proportion=0.06722, over 8137.44 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3277, pruned_loss=0.09271, over 2475435.42 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07331, over 21786.50 utterances.], batch size: 85, lr: 5.08e-04
2022-08-23 21:40:11,645 INFO [train.py:927] (3/8) Epoch 6, batch 24750, giga_loss[loss=0.2182, simple_loss=0.2982, pruned_loss=0.06906, over 12371.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3265, pruned_loss=0.09197, over 2475096.42 frames. utt_duration=469.1 frames, utt_pad_proportion=0.08212, over 21170.29 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3141, pruned_loss=0.08256, over 2468326.43 frames. utt_duration=1205 frames, utt_pad_proportion=0.07009, over 8204.37 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3276, pruned_loss=0.09266, over 2475534.94 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07916, over 22513.03 utterances.], batch size: 58, lr: 5.07e-04
2022-08-23 21:41:53,549 INFO [train.py:927] (3/8) Epoch 6, batch 24800, giga_loss[loss=0.3121, simple_loss=0.3644, pruned_loss=0.1299, over 12363.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1945, over 365.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3261, pruned_loss=0.09105, over 2475030.07 frames. utt_duration=460.3 frames, utt_pad_proportion=0.08319, over 21578.64 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3136, pruned_loss=0.08264, over 2468285.15 frames. utt_duration=1210 frames, utt_pad_proportion=0.06912, over 8169.51 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3276, pruned_loss=0.09169, over 2475560.27 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08117, over 22909.29 utterances.], batch size: 365, lr: 5.07e-04
2022-08-23 21:43:41,608 INFO [train.py:927] (3/8) Epoch 6, batch 24850, giga_loss[loss=0.2693, simple_loss=0.3318, pruned_loss=0.1034, over 12376.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0356, over 122.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3227, pruned_loss=0.08863, over 2474513.37 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07938, over 20613.19 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3136, pruned_loss=0.08257, over 2468291.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.06812, over 8139.42 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3241, pruned_loss=0.08931, over 2475017.46 frames. utt_duration=453.2 frames, utt_pad_proportion=0.0783, over 21916.29 utterances.], batch size: 122, lr: 5.07e-04
2022-08-23 21:45:26,881 INFO [train.py:927] (3/8) Epoch 6, batch 24900, giga_loss[loss=0.2397, simple_loss=0.3277, pruned_loss=0.07585, over 12323.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.04416, over 34.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3243, pruned_loss=0.0899, over 2475252.03 frames. utt_duration=481 frames, utt_pad_proportion=0.08091, over 20648.94 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3142, pruned_loss=0.08271, over 2468530.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.06745, over 8141.30 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3249, pruned_loss=0.0904, over 2475528.98 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08025, over 21842.15 utterances.], batch size: 34, lr: 5.07e-04
2022-08-23 21:47:14,252 INFO [train.py:927] (3/8) Epoch 6, batch 24950, giga_loss[loss=0.2744, simple_loss=0.3483, pruned_loss=0.1003, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03482, over 39.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3278, pruned_loss=0.08976, over 2474592.89 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07675, over 20392.37 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3139, pruned_loss=0.08247, over 2468669.64 frames. utt_duration=1216 frames, utt_pad_proportion=0.06677, over 8129.51 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3289, pruned_loss=0.09053, over 2474811.56 frames. utt_duration=460 frames, utt_pad_proportion=0.07673, over 21588.89 utterances.], batch size: 39, lr: 5.07e-04
2022-08-23 21:49:00,281 INFO [train.py:927] (3/8) Epoch 6, batch 25000, giga_loss[loss=0.2492, simple_loss=0.3305, pruned_loss=0.08398, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3291, pruned_loss=0.09008, over 2474977.24 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07489, over 20082.42 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3138, pruned_loss=0.08246, over 2468991.83 frames. utt_duration=1217 frames, utt_pad_proportion=0.06607, over 8124.59 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3302, pruned_loss=0.09078, over 2474941.66 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07525, over 21198.85 utterances.], batch size: 91, lr: 5.07e-04
2022-08-23 21:50:45,564 INFO [train.py:927] (3/8) Epoch 6, batch 25050, giga_loss[loss=0.2718, simple_loss=0.3336, pruned_loss=0.105, over 12349.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03243, over 97.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3296, pruned_loss=0.09106, over 2474524.99 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07851, over 20133.05 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3147, pruned_loss=0.08321, over 2469202.58 frames. utt_duration=1202 frames, utt_pad_proportion=0.06943, over 8226.37 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3301, pruned_loss=0.09122, over 2474504.07 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07764, over 21327.14 utterances.], batch size: 97, lr: 5.07e-04
2022-08-23 21:52:30,680 INFO [train.py:927] (3/8) Epoch 6, batch 25100, giga_loss[loss=0.2111, simple_loss=0.2928, pruned_loss=0.06473, over 12345.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03247, over 62.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3282, pruned_loss=0.09129, over 2474958.84 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07474, over 19932.61 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.314, pruned_loss=0.08294, over 2469208.82 frames. utt_duration=1211 frames, utt_pad_proportion=0.06775, over 8165.55 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3297, pruned_loss=0.09188, over 2475110.46 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07492, over 21327.46 utterances.], batch size: 62, lr: 5.07e-04
2022-08-23 21:54:15,853 INFO [train.py:927] (3/8) Epoch 6, batch 25150, giga_loss[loss=0.2797, simple_loss=0.3453, pruned_loss=0.1071, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05343, over 162.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3283, pruned_loss=0.09172, over 2475034.95 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07269, over 20001.36 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3148, pruned_loss=0.08308, over 2469068.63 frames. utt_duration=1211 frames, utt_pad_proportion=0.06696, over 8162.42 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.329, pruned_loss=0.09222, over 2475366.26 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07328, over 21328.45 utterances.], batch size: 162, lr: 5.07e-04
2022-08-23 21:56:02,112 INFO [train.py:927] (3/8) Epoch 6, batch 25200, libri_loss[loss=0.253, simple_loss=0.3302, pruned_loss=0.08791, over 12290.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007143, over 35.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3286, pruned_loss=0.09253, over 2475704.65 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07071, over 20174.18 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3149, pruned_loss=0.0831, over 2469013.29 frames. utt_duration=1212 frames, utt_pad_proportion=0.0667, over 8156.60 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3291, pruned_loss=0.09294, over 2476052.78 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07137, over 21278.47 utterances.], batch size: 35, lr: 5.07e-04
2022-08-23 21:57:45,513 INFO [train.py:927] (3/8) Epoch 6, batch 25250, giga_loss[loss=0.2189, simple_loss=0.2994, pruned_loss=0.06925, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03712, over 31.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3262, pruned_loss=0.09108, over 2475355.50 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06887, over 19677.44 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3144, pruned_loss=0.08297, over 2468785.90 frames. utt_duration=1217 frames, utt_pad_proportion=0.06616, over 8123.41 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3272, pruned_loss=0.09163, over 2475921.43 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0697, over 20732.17 utterances.], batch size: 31, lr: 5.07e-04
2022-08-23 21:59:27,220 INFO [train.py:927] (3/8) Epoch 6, batch 25300, giga_loss[loss=0.2056, simple_loss=0.2916, pruned_loss=0.05979, over 12334.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.0346, over 62.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3277, pruned_loss=0.0919, over 2475861.75 frames. utt_duration=492 frames, utt_pad_proportion=0.07158, over 20189.50 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3142, pruned_loss=0.08278, over 2469064.11 frames. utt_duration=1221 frames, utt_pad_proportion=0.06548, over 8101.66 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3289, pruned_loss=0.09263, over 2476142.24 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07233, over 21201.17 utterances.], batch size: 62, lr: 5.07e-04
2022-08-23 22:01:15,933 INFO [train.py:927] (3/8) Epoch 6, batch 25350, giga_loss[loss=0.247, simple_loss=0.3276, pruned_loss=0.08323, over 12440.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.0369, over 133.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3289, pruned_loss=0.09148, over 2476034.33 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06893, over 19759.03 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3142, pruned_loss=0.08277, over 2469027.60 frames. utt_duration=1223 frames, utt_pad_proportion=0.06449, over 8082.70 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3301, pruned_loss=0.09222, over 2476432.12 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07004, over 20798.83 utterances.], batch size: 133, lr: 5.06e-04
2022-08-23 22:02:58,462 INFO [train.py:927] (3/8) Epoch 6, batch 25400, giga_loss[loss=0.2402, simple_loss=0.3305, pruned_loss=0.075, over 12389.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02948, over 58.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3293, pruned_loss=0.09006, over 2475459.48 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06784, over 19102.56 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3141, pruned_loss=0.08289, over 2469101.71 frames. utt_duration=1227 frames, utt_pad_proportion=0.06329, over 8055.97 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3307, pruned_loss=0.09071, over 2475863.93 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06923, over 20195.17 utterances.], batch size: 58, lr: 5.06e-04
2022-08-23 22:04:44,151 INFO [train.py:927] (3/8) Epoch 6, batch 25450, giga_loss[loss=0.288, simple_loss=0.3549, pruned_loss=0.1106, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02674, over 45.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3322, pruned_loss=0.09285, over 2475511.79 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06911, over 19597.70 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.314, pruned_loss=0.08289, over 2469032.20 frames. utt_duration=1229 frames, utt_pad_proportion=0.06311, over 8043.69 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3334, pruned_loss=0.09339, over 2475919.36 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07018, over 20513.29 utterances.], batch size: 45, lr: 5.06e-04
2022-08-23 22:06:25,951 INFO [train.py:927] (3/8) Epoch 6, batch 25500, giga_loss[loss=0.2701, simple_loss=0.3388, pruned_loss=0.1007, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05419, over 162.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3335, pruned_loss=0.09394, over 2475638.61 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06657, over 20115.46 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3149, pruned_loss=0.08324, over 2468813.93 frames. utt_duration=1236 frames, utt_pad_proportion=0.06183, over 7999.89 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3343, pruned_loss=0.09438, over 2476351.00 frames. utt_duration=468.4 frames, utt_pad_proportion=0.06797, over 21214.46 utterances.], batch size: 162, lr: 5.06e-04
2022-08-23 22:08:09,810 INFO [train.py:927] (3/8) Epoch 6, batch 25550, libri_loss[loss=0.2365, simple_loss=0.3158, pruned_loss=0.07863, over 12477.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007233, over 36.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3324, pruned_loss=0.09199, over 2475171.85 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06741, over 20032.57 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3144, pruned_loss=0.08292, over 2468555.72 frames. utt_duration=1242 frames, utt_pad_proportion=0.06075, over 7960.30 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3338, pruned_loss=0.09288, over 2476130.44 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06893, over 21237.78 utterances.], batch size: 36, lr: 5.06e-04
2022-08-23 22:09:51,728 INFO [train.py:927] (3/8) Epoch 6, batch 25600, libri_loss[loss=0.2195, simple_loss=0.2899, pruned_loss=0.07461, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01083, over 28.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.333, pruned_loss=0.09239, over 2475061.95 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07391, over 20333.73 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3141, pruned_loss=0.08271, over 2468737.39 frames. utt_duration=1244 frames, utt_pad_proportion=0.05926, over 7950.89 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3351, pruned_loss=0.09362, over 2475922.94 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07536, over 21755.93 utterances.], batch size: 28, lr: 5.06e-04
2022-08-23 22:11:34,551 INFO [train.py:927] (3/8) Epoch 6, batch 25650, giga_loss[loss=0.3293, simple_loss=0.3655, pruned_loss=0.1465, over 12360.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.21, over 372.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.333, pruned_loss=0.0931, over 2475348.22 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07706, over 21029.48 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3142, pruned_loss=0.08274, over 2469199.63 frames. utt_duration=1237 frames, utt_pad_proportion=0.05969, over 7996.86 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3351, pruned_loss=0.09427, over 2475772.94 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07796, over 22390.82 utterances.], batch size: 372, lr: 5.06e-04
2022-08-23 22:13:22,339 INFO [train.py:927] (3/8) Epoch 6, batch 25700, giga_loss[loss=0.2436, simple_loss=0.3182, pruned_loss=0.08448, over 12329.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03576, over 51.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3305, pruned_loss=0.09203, over 2475184.35 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07934, over 20944.71 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3142, pruned_loss=0.08273, over 2469066.89 frames. utt_duration=1238 frames, utt_pad_proportion=0.0593, over 7984.53 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3326, pruned_loss=0.09325, over 2475866.84 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08024, over 22467.71 utterances.], batch size: 51, lr: 5.06e-04
2022-08-23 22:15:09,474 INFO [train.py:927] (3/8) Epoch 6, batch 25750, giga_loss[loss=0.2644, simple_loss=0.335, pruned_loss=0.09685, over 12354.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04095, over 145.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3294, pruned_loss=0.09215, over 2475512.86 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07896, over 21334.12 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3145, pruned_loss=0.08319, over 2469272.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.06608, over 8116.89 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3311, pruned_loss=0.09288, over 2475989.91 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07785, over 22663.95 utterances.], batch size: 145, lr: 5.06e-04
2022-08-23 22:16:51,670 INFO [train.py:927] (3/8) Epoch 6, batch 25800, giga_loss[loss=0.2459, simple_loss=0.3272, pruned_loss=0.08232, over 12375.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0283, over 70.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3261, pruned_loss=0.09003, over 2475071.29 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07546, over 20513.11 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3135, pruned_loss=0.08263, over 2468998.14 frames. utt_duration=1226 frames, utt_pad_proportion=0.06471, over 8066.73 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3288, pruned_loss=0.09139, over 2475875.80 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07532, over 22039.95 utterances.], batch size: 70, lr: 5.06e-04
2022-08-23 22:18:33,819 INFO [train.py:927] (3/8) Epoch 6, batch 25850, giga_loss[loss=0.2226, simple_loss=0.2997, pruned_loss=0.07271, over 12188.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03236, over 36.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3232, pruned_loss=0.08732, over 2474972.87 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07257, over 21059.87 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3136, pruned_loss=0.08255, over 2469074.36 frames. utt_duration=1228 frames, utt_pad_proportion=0.06374, over 8052.54 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3255, pruned_loss=0.08859, over 2475674.45 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07299, over 22522.82 utterances.], batch size: 36, lr: 5.06e-04
2022-08-23 22:20:23,690 INFO [train.py:927] (3/8) Epoch 6, batch 25900, giga_loss[loss=0.2721, simple_loss=0.3375, pruned_loss=0.1033, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03882, over 113.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3218, pruned_loss=0.08624, over 2474786.75 frames. utt_duration=468 frames, utt_pad_proportion=0.07421, over 21216.99 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3134, pruned_loss=0.08209, over 2469002.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06251, over 8009.44 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3241, pruned_loss=0.08781, over 2475582.37 frames. utt_duration=435 frames, utt_pad_proportion=0.07488, over 22840.05 utterances.], batch size: 113, lr: 5.06e-04
2022-08-23 22:22:07,518 INFO [train.py:927] (3/8) Epoch 6, batch 25950, giga_loss[loss=0.2062, simple_loss=0.2945, pruned_loss=0.05893, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.08658, over 2474905.62 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07395, over 21289.35 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3134, pruned_loss=0.08213, over 2468847.43 frames. utt_duration=1237 frames, utt_pad_proportion=0.06204, over 7995.39 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3234, pruned_loss=0.0878, over 2475732.90 frames. utt_duration=437.6 frames, utt_pad_proportion=0.0747, over 22708.17 utterances.], batch size: 58, lr: 5.06e-04
2022-08-23 22:23:50,435 INFO [train.py:927] (3/8) Epoch 6, batch 26000, giga_loss[loss=0.2296, simple_loss=0.3164, pruned_loss=0.07136, over 12413.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03429, over 75.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3227, pruned_loss=0.08716, over 2475341.14 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07013, over 21243.35 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3136, pruned_loss=0.08254, over 2468800.31 frames. utt_duration=1241 frames, utt_pad_proportion=0.06075, over 7968.16 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3243, pruned_loss=0.08792, over 2476258.93 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07149, over 22831.08 utterances.], batch size: 75, lr: 5.05e-04
2022-08-23 22:25:34,471 INFO [train.py:927] (3/8) Epoch 6, batch 26050, giga_loss[loss=0.2912, simple_loss=0.3536, pruned_loss=0.1143, over 12377.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05257, over 161.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08734, over 2475259.99 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06499, over 20426.31 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3133, pruned_loss=0.08243, over 2469006.56 frames. utt_duration=1244 frames, utt_pad_proportion=0.06008, over 7948.75 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3242, pruned_loss=0.0881, over 2475881.60 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06667, over 21874.64 utterances.], batch size: 161, lr: 5.05e-04
2022-08-23 22:27:18,726 INFO [train.py:927] (3/8) Epoch 6, batch 26100, giga_loss[loss=0.2571, simple_loss=0.3325, pruned_loss=0.09089, over 12389.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03275, over 80.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3232, pruned_loss=0.08783, over 2475242.07 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06831, over 20260.42 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3128, pruned_loss=0.08212, over 2469227.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.05921, over 7923.04 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3251, pruned_loss=0.08879, over 2475644.31 frames. utt_duration=459 frames, utt_pad_proportion=0.06974, over 21641.64 utterances.], batch size: 80, lr: 5.05e-04
2022-08-23 22:29:05,265 INFO [train.py:927] (3/8) Epoch 6, batch 26150, giga_loss[loss=0.2864, simple_loss=0.3428, pruned_loss=0.115, over 12433.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.0343, over 105.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3233, pruned_loss=0.0886, over 2475635.84 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07427, over 20386.34 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3123, pruned_loss=0.08195, over 2468980.14 frames. utt_duration=1251 frames, utt_pad_proportion=0.05844, over 7902.23 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3255, pruned_loss=0.08964, over 2476324.35 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07538, over 21781.23 utterances.], batch size: 105, lr: 5.05e-04
2022-08-23 22:30:55,429 INFO [train.py:927] (3/8) Epoch 6, batch 26200, giga_loss[loss=0.2179, simple_loss=0.3179, pruned_loss=0.05892, over 12460.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3259, pruned_loss=0.0892, over 2476353.81 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07914, over 21631.95 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3121, pruned_loss=0.08183, over 2468938.81 frames. utt_duration=1243 frames, utt_pad_proportion=0.06238, over 7956.48 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3279, pruned_loss=0.09025, over 2477055.64 frames. utt_duration=434 frames, utt_pad_proportion=0.07862, over 22905.77 utterances.], batch size: 75, lr: 5.05e-04
2022-08-23 22:32:41,798 INFO [train.py:927] (3/8) Epoch 6, batch 26250, giga_loss[loss=0.224, simple_loss=0.3053, pruned_loss=0.07136, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03002, over 70.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3255, pruned_loss=0.08979, over 2476378.09 frames. utt_duration=452 frames, utt_pad_proportion=0.08019, over 21984.11 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3121, pruned_loss=0.08177, over 2468783.91 frames. utt_duration=1245 frames, utt_pad_proportion=0.06195, over 7938.94 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3273, pruned_loss=0.09075, over 2477140.07 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07991, over 23133.85 utterances.], batch size: 70, lr: 5.05e-04
2022-08-23 22:34:29,010 INFO [train.py:927] (3/8) Epoch 6, batch 26300, giga_loss[loss=0.2363, simple_loss=0.3161, pruned_loss=0.07824, over 12368.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03099, over 85.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3248, pruned_loss=0.09064, over 2476192.07 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08086, over 22357.30 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3115, pruned_loss=0.08153, over 2468560.49 frames. utt_duration=1249 frames, utt_pad_proportion=0.06167, over 7915.62 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3268, pruned_loss=0.09166, over 2477046.13 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08075, over 23400.93 utterances.], batch size: 85, lr: 5.05e-04
2022-08-23 22:36:10,942 INFO [train.py:927] (3/8) Epoch 6, batch 26350, libri_loss[loss=0.2296, simple_loss=0.3083, pruned_loss=0.07546, over 12170.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006929, over 33.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3249, pruned_loss=0.09102, over 2475555.28 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07763, over 22059.95 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3117, pruned_loss=0.08158, over 2468328.03 frames. utt_duration=1252 frames, utt_pad_proportion=0.0605, over 7896.89 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3266, pruned_loss=0.092, over 2476629.69 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07815, over 23232.58 utterances.], batch size: 33, lr: 5.05e-04
2022-08-23 22:37:55,344 INFO [train.py:927] (3/8) Epoch 6, batch 26400, libri_loss[loss=0.3269, simple_loss=0.3841, pruned_loss=0.1348, over 12450.00 frames. utt_duration=416.4 frames, utt_pad_proportion=0.3503, over 120.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.325, pruned_loss=0.09102, over 2475503.23 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07637, over 21591.57 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3123, pruned_loss=0.08201, over 2468561.13 frames. utt_duration=1239 frames, utt_pad_proportion=0.06462, over 7977.92 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3259, pruned_loss=0.09146, over 2476187.65 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07547, over 22566.35 utterances.], batch size: 120, lr: 5.05e-04
2022-08-23 22:39:37,376 INFO [train.py:927] (3/8) Epoch 6, batch 26450, giga_loss[loss=0.271, simple_loss=0.3355, pruned_loss=0.1033, over 12414.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3264, pruned_loss=0.09246, over 2475705.57 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07528, over 21388.68 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3123, pruned_loss=0.08202, over 2468748.24 frames. utt_duration=1233 frames, utt_pad_proportion=0.06565, over 8018.86 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3273, pruned_loss=0.09292, over 2476172.13 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07437, over 22297.56 utterances.], batch size: 80, lr: 5.05e-04
2022-08-23 22:41:22,402 INFO [train.py:927] (3/8) Epoch 6, batch 26500, giga_loss[loss=0.2316, simple_loss=0.314, pruned_loss=0.07458, over 12419.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03944, over 105.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3258, pruned_loss=0.09176, over 2476408.60 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07091, over 20756.18 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3127, pruned_loss=0.08216, over 2469083.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.06878, over 8069.73 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3263, pruned_loss=0.09215, over 2476617.04 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0692, over 21656.21 utterances.], batch size: 105, lr: 5.05e-04
2022-08-23 22:43:11,183 INFO [train.py:927] (3/8) Epoch 6, batch 26550, giga_loss[loss=0.2946, simple_loss=0.3519, pruned_loss=0.1186, over 12434.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05081, over 162.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3259, pruned_loss=0.0908, over 2475297.67 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07161, over 20608.05 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3134, pruned_loss=0.08205, over 2468516.56 frames. utt_duration=1228 frames, utt_pad_proportion=0.06745, over 8051.52 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3262, pruned_loss=0.09155, over 2476251.12 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07062, over 21810.39 utterances.], batch size: 162, lr: 5.05e-04
2022-08-23 22:44:51,833 INFO [train.py:927] (3/8) Epoch 6, batch 26600, giga_loss[loss=0.2681, simple_loss=0.334, pruned_loss=0.1011, over 12453.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.03076, over 80.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.326, pruned_loss=0.09075, over 2474256.51 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06836, over 19621.57 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.313, pruned_loss=0.08185, over 2468184.54 frames. utt_duration=1236 frames, utt_pad_proportion=0.06588, over 7999.47 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3269, pruned_loss=0.0918, over 2475524.92 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06826, over 21023.26 utterances.], batch size: 80, lr: 5.04e-04
2022-08-23 22:46:30,459 INFO [train.py:927] (3/8) Epoch 6, batch 26650, giga_loss[loss=0.2634, simple_loss=0.3246, pruned_loss=0.101, over 12409.00 frames. utt_duration=547 frames, utt_pad_proportion=0.02503, over 91.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3275, pruned_loss=0.09207, over 2474993.80 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07202, over 19454.38 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3139, pruned_loss=0.08246, over 2468636.80 frames. utt_duration=1190 frames, utt_pad_proportion=0.07876, over 8305.33 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.328, pruned_loss=0.09275, over 2475873.26 frames. utt_duration=478 frames, utt_pad_proportion=0.06699, over 20784.53 utterances.], batch size: 91, lr: 5.04e-04
2022-08-23 22:47:16,291 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-23 22:49:46,864 INFO [train.py:927] (3/8) Epoch 7, batch 50, giga_loss[loss=0.1999, simple_loss=0.2983, pruned_loss=0.05075, over 12347.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03013, over 66.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3269, pruned_loss=0.07719, over 548493.08 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06012, over 4116.50 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3081, pruned_loss=0.06679, over 48857.06 frames. utt_duration=1265 frames, utt_pad_proportion=0.03089, over 154.70 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3285, pruned_loss=0.07807, over 509723.17 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06104, over 4006.81 utterances.], batch size: 66, lr: 4.94e-04
2022-08-23 22:51:30,283 INFO [train.py:927] (3/8) Epoch 7, batch 100, libri_loss[loss=0.2814, simple_loss=0.361, pruned_loss=0.1009, over 12419.00 frames. utt_duration=412.1 frames, utt_pad_proportion=0.3541, over 121.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.302, pruned_loss=0.06764, over 975625.31 frames. utt_duration=540 frames, utt_pad_proportion=0.07632, over 7246.24 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.292, pruned_loss=0.05969, over 132590.94 frames. utt_duration=1154 frames, utt_pad_proportion=0.1067, over 460.07 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3036, pruned_loss=0.06872, over 890760.80 frames. utt_duration=508 frames, utt_pad_proportion=0.07349, over 7034.94 utterances.], batch size: 121, lr: 4.94e-04
2022-08-23 22:53:13,944 INFO [train.py:927] (3/8) Epoch 7, batch 150, giga_loss[loss=0.2059, simple_loss=0.2831, pruned_loss=0.06439, over 12371.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06002, over 182.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.061, over 1307557.77 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06894, over 9581.74 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.297, pruned_loss=0.06137, over 167417.91 frames. utt_duration=1185 frames, utt_pad_proportion=0.0891, over 565.65 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2856, pruned_loss=0.06112, over 1222940.77 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06769, over 9430.17 utterances.], batch size: 182, lr: 4.94e-04
2022-08-23 22:54:52,617 INFO [train.py:927] (3/8) Epoch 7, batch 200, giga_loss[loss=0.1765, simple_loss=0.2515, pruned_loss=0.05075, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03609, over 37.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2785, pruned_loss=0.05739, over 1566185.22 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06537, over 11228.37 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3045, pruned_loss=0.06307, over 268957.64 frames. utt_duration=1166 frames, utt_pad_proportion=0.09372, over 923.53 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2753, pruned_loss=0.05675, over 1455572.41 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06322, over 11195.15 utterances.], batch size: 37, lr: 4.94e-04
2022-08-23 22:56:32,452 INFO [train.py:927] (3/8) Epoch 7, batch 250, giga_loss[loss=0.2096, simple_loss=0.2759, pruned_loss=0.07169, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2731, pruned_loss=0.05602, over 1766945.80 frames. utt_duration=524.1 frames, utt_pad_proportion=0.07539, over 13524.69 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3017, pruned_loss=0.06234, over 312614.33 frames. utt_duration=1212 frames, utt_pad_proportion=0.08397, over 1033.20 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2702, pruned_loss=0.05544, over 1664902.94 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07448, over 13613.43 utterances.], batch size: 259, lr: 4.93e-04
2022-08-23 22:58:15,061 INFO [train.py:927] (3/8) Epoch 7, batch 300, giga_loss[loss=0.2071, simple_loss=0.2809, pruned_loss=0.06667, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06492, over 183.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2697, pruned_loss=0.05501, over 1923610.64 frames. utt_duration=514.5 frames, utt_pad_proportion=0.07575, over 14997.74 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3042, pruned_loss=0.06473, over 355455.80 frames. utt_duration=1161 frames, utt_pad_proportion=0.104, over 1226.34 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2663, pruned_loss=0.05397, over 1831489.24 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07354, over 15124.34 utterances.], batch size: 183, lr: 4.93e-04
2022-08-23 22:59:55,841 INFO [train.py:927] (3/8) Epoch 7, batch 350, giga_loss[loss=0.2069, simple_loss=0.2732, pruned_loss=0.07035, over 12381.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09811, over 256.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.268, pruned_loss=0.05413, over 2045770.90 frames. utt_duration=503 frames, utt_pad_proportion=0.07572, over 16316.31 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3044, pruned_loss=0.06511, over 438657.03 frames. utt_duration=1210 frames, utt_pad_proportion=0.08595, over 1452.36 utterances.], giga_tot_loss[loss=0.1845, simple_loss=0.2636, pruned_loss=0.05273, over 1953669.46 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07513, over 16738.04 utterances.], batch size: 256, lr: 4.93e-04
2022-08-23 23:01:39,473 INFO [train.py:927] (3/8) Epoch 7, batch 400, giga_loss[loss=0.1855, simple_loss=0.2633, pruned_loss=0.05385, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.2639, pruned_loss=0.05243, over 2140777.12 frames. utt_duration=512.5 frames, utt_pad_proportion=0.07121, over 16756.88 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3041, pruned_loss=0.06528, over 478979.43 frames. utt_duration=1228 frames, utt_pad_proportion=0.07939, over 1561.56 utterances.], giga_tot_loss[loss=0.1809, simple_loss=0.2597, pruned_loss=0.05103, over 2060964.44 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07129, over 17254.85 utterances.], batch size: 162, lr: 4.93e-04
2022-08-23 23:03:18,665 INFO [train.py:927] (3/8) Epoch 7, batch 450, giga_loss[loss=0.1423, simple_loss=0.2263, pruned_loss=0.02917, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.1806, simple_loss=0.2603, pruned_loss=0.0505, over 2214352.92 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06767, over 16427.01 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3035, pruned_loss=0.06536, over 547482.14 frames. utt_duration=1167 frames, utt_pad_proportion=0.09176, over 1879.51 utterances.], giga_tot_loss[loss=0.1766, simple_loss=0.2555, pruned_loss=0.04883, over 2141001.23 frames. utt_duration=505 frames, utt_pad_proportion=0.06631, over 17008.61 utterances.], batch size: 105, lr: 4.93e-04
2022-08-23 23:05:02,260 INFO [train.py:927] (3/8) Epoch 7, batch 500, giga_loss[loss=0.2228, simple_loss=0.311, pruned_loss=0.06727, over 12134.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.03823, over 28.00 utterances.], tot_loss[loss=0.1847, simple_loss=0.2642, pruned_loss=0.05261, over 2272105.01 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06855, over 17593.55 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3016, pruned_loss=0.06503, over 585658.95 frames. utt_duration=1191 frames, utt_pad_proportion=0.08617, over 1970.27 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2602, pruned_loss=0.05117, over 2209820.52 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06788, over 18232.88 utterances.], batch size: 28, lr: 4.93e-04
2022-08-23 23:06:43,622 INFO [train.py:927] (3/8) Epoch 7, batch 550, giga_loss[loss=0.2372, simple_loss=0.3307, pruned_loss=0.07187, over 12386.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02648, over 91.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2775, pruned_loss=0.05841, over 2317304.65 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06435, over 17411.53 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.304, pruned_loss=0.06569, over 641404.15 frames. utt_duration=1185 frames, utt_pad_proportion=0.08119, over 2167.78 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2732, pruned_loss=0.05697, over 2262742.98 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06425, over 18164.33 utterances.], batch size: 91, lr: 4.93e-04
2022-08-23 23:08:28,496 INFO [train.py:927] (3/8) Epoch 7, batch 600, giga_loss[loss=0.2193, simple_loss=0.3106, pruned_loss=0.06401, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03724, over 123.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2856, pruned_loss=0.06088, over 2352326.53 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06371, over 17709.89 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.303, pruned_loss=0.06473, over 659456.75 frames. utt_duration=1198 frames, utt_pad_proportion=0.07919, over 2205.02 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2825, pruned_loss=0.06002, over 2308416.55 frames. utt_duration=503.1 frames, utt_pad_proportion=0.0638, over 18407.78 utterances.], batch size: 123, lr: 4.93e-04
2022-08-23 23:10:09,982 INFO [train.py:927] (3/8) Epoch 7, batch 650, libri_loss[loss=0.1979, simple_loss=0.2821, pruned_loss=0.05682, over 12335.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006797, over 33.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2902, pruned_loss=0.06267, over 2379391.31 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06514, over 18380.66 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3022, pruned_loss=0.06486, over 704378.77 frames. utt_duration=1215 frames, utt_pad_proportion=0.07406, over 2322.69 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2878, pruned_loss=0.06192, over 2341922.15 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06565, over 19212.47 utterances.], batch size: 33, lr: 4.93e-04
2022-08-23 23:11:52,484 INFO [train.py:927] (3/8) Epoch 7, batch 700, giga_loss[loss=0.2149, simple_loss=0.3, pruned_loss=0.06489, over 12371.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2945, pruned_loss=0.0654, over 2400449.42 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06151, over 17614.75 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3015, pruned_loss=0.06491, over 739127.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.07043, over 2408.56 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2926, pruned_loss=0.06482, over 2369576.45 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06243, over 18484.28 utterances.], batch size: 66, lr: 4.93e-04
2022-08-23 23:13:36,756 INFO [train.py:927] (3/8) Epoch 7, batch 750, giga_loss[loss=0.2383, simple_loss=0.3269, pruned_loss=0.07484, over 12423.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05468, over 162.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2991, pruned_loss=0.06723, over 2416248.49 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06349, over 17502.82 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3021, pruned_loss=0.06501, over 747882.37 frames. utt_duration=1230 frames, utt_pad_proportion=0.06946, over 2435.51 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2975, pruned_loss=0.06677, over 2391732.64 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06426, over 18230.52 utterances.], batch size: 162, lr: 4.93e-04
2022-08-23 23:15:18,705 INFO [train.py:927] (3/8) Epoch 7, batch 800, libri_loss[loss=0.2152, simple_loss=0.2995, pruned_loss=0.06538, over 12393.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02512, over 43.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3031, pruned_loss=0.06872, over 2428725.39 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06441, over 17752.67 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3019, pruned_loss=0.06456, over 798920.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.06504, over 2565.92 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3019, pruned_loss=0.06862, over 2407789.72 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06549, over 18649.58 utterances.], batch size: 43, lr: 4.93e-04
2022-08-23 23:17:00,994 INFO [train.py:927] (3/8) Epoch 7, batch 850, giga_loss[loss=0.2068, simple_loss=0.304, pruned_loss=0.0548, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03243, over 75.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3045, pruned_loss=0.06853, over 2438745.76 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06363, over 17348.50 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3021, pruned_loss=0.06458, over 832432.65 frames. utt_duration=1242 frames, utt_pad_proportion=0.0639, over 2683.88 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3035, pruned_loss=0.0685, over 2421180.73 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06465, over 18216.69 utterances.], batch size: 75, lr: 4.93e-04
2022-08-23 23:18:45,244 INFO [train.py:927] (3/8) Epoch 7, batch 900, giga_loss[loss=0.2028, simple_loss=0.2893, pruned_loss=0.0582, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02935, over 45.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3045, pruned_loss=0.06795, over 2445388.25 frames. utt_duration=577.3 frames, utt_pad_proportion=0.0617, over 16986.77 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3015, pruned_loss=0.06383, over 888568.25 frames. utt_duration=1250 frames, utt_pad_proportion=0.06026, over 2846.76 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3039, pruned_loss=0.06826, over 2430607.70 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0631, over 17982.07 utterances.], batch size: 45, lr: 4.92e-04
2022-08-23 23:20:25,511 INFO [train.py:927] (3/8) Epoch 7, batch 950, giga_loss[loss=0.2304, simple_loss=0.3103, pruned_loss=0.07528, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02509, over 48.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3061, pruned_loss=0.07053, over 2451341.11 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06291, over 16875.75 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3008, pruned_loss=0.06367, over 943181.30 frames. utt_duration=1233 frames, utt_pad_proportion=0.06853, over 3063.01 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3061, pruned_loss=0.07104, over 2438670.79 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06272, over 17928.27 utterances.], batch size: 48, lr: 4.92e-04
2022-08-23 23:22:09,666 INFO [train.py:927] (3/8) Epoch 7, batch 1000, giga_loss[loss=0.2143, simple_loss=0.3007, pruned_loss=0.0639, over 12334.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03352, over 97.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3057, pruned_loss=0.0715, over 2454777.27 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06326, over 17018.91 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2997, pruned_loss=0.06301, over 973486.08 frames. utt_duration=1241 frames, utt_pad_proportion=0.06622, over 3141.12 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3061, pruned_loss=0.07229, over 2444422.10 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06345, over 18037.50 utterances.], batch size: 97, lr: 4.92e-04
2022-08-23 23:23:52,920 INFO [train.py:927] (3/8) Epoch 7, batch 1050, giga_loss[loss=0.215, simple_loss=0.296, pruned_loss=0.06697, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3049, pruned_loss=0.07127, over 2458966.79 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06224, over 16988.27 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2995, pruned_loss=0.06299, over 1017594.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.06253, over 3254.45 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3055, pruned_loss=0.07213, over 2450519.33 frames. utt_duration=544.1 frames, utt_pad_proportion=0.063, over 18066.05 utterances.], batch size: 123, lr: 4.92e-04
2022-08-23 23:25:35,670 INFO [train.py:927] (3/8) Epoch 7, batch 1100, giga_loss[loss=0.2208, simple_loss=0.2999, pruned_loss=0.07083, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02599, over 45.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3035, pruned_loss=0.07019, over 2461625.48 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06633, over 17263.19 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2991, pruned_loss=0.06282, over 1060361.95 frames. utt_duration=1254 frames, utt_pad_proportion=0.06104, over 3385.40 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3042, pruned_loss=0.07114, over 2454825.53 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06692, over 18362.56 utterances.], batch size: 45, lr: 4.92e-04
2022-08-23 23:27:20,057 INFO [train.py:927] (3/8) Epoch 7, batch 1150, giga_loss[loss=0.201, simple_loss=0.2825, pruned_loss=0.05968, over 12343.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03028, over 91.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2997, pruned_loss=0.06825, over 2464505.80 frames. utt_duration=555 frames, utt_pad_proportion=0.0705, over 17810.26 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3001, pruned_loss=0.06294, over 1095188.96 frames. utt_duration=1243 frames, utt_pad_proportion=0.06071, over 3529.21 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3, pruned_loss=0.0691, over 2458987.24 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07085, over 18864.53 utterances.], batch size: 91, lr: 4.92e-04
2022-08-23 23:29:05,921 INFO [train.py:927] (3/8) Epoch 7, batch 1200, giga_loss[loss=0.1963, simple_loss=0.2737, pruned_loss=0.05944, over 12372.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2958, pruned_loss=0.06688, over 2466322.72 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07197, over 18943.31 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2999, pruned_loss=0.06282, over 1108768.51 frames. utt_duration=1249 frames, utt_pad_proportion=0.0598, over 3554.85 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2961, pruned_loss=0.06763, over 2462079.03 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07233, over 19887.43 utterances.], batch size: 62, lr: 4.92e-04
2022-08-23 23:30:48,411 INFO [train.py:927] (3/8) Epoch 7, batch 1250, giga_loss[loss=0.1811, simple_loss=0.2681, pruned_loss=0.04702, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2953, pruned_loss=0.06649, over 2468115.11 frames. utt_duration=539 frames, utt_pad_proportion=0.06624, over 18365.16 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2991, pruned_loss=0.06271, over 1142379.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.05808, over 3653.03 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2958, pruned_loss=0.06723, over 2464749.37 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06716, over 19365.33 utterances.], batch size: 58, lr: 4.92e-04
2022-08-23 23:32:31,097 INFO [train.py:927] (3/8) Epoch 7, batch 1300, giga_loss[loss=0.1908, simple_loss=0.2681, pruned_loss=0.05677, over 12370.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04277, over 26.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.293, pruned_loss=0.06586, over 2468892.20 frames. utt_duration=559.1 frames, utt_pad_proportion=0.0659, over 17711.98 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2982, pruned_loss=0.06231, over 1187926.72 frames. utt_duration=1267 frames, utt_pad_proportion=0.05522, over 3754.79 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06674, over 2466354.28 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06728, over 18890.87 utterances.], batch size: 26, lr: 4.92e-04
2022-08-23 23:34:12,472 INFO [train.py:927] (3/8) Epoch 7, batch 1350, giga_loss[loss=0.2186, simple_loss=0.2921, pruned_loss=0.07255, over 12439.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2895, pruned_loss=0.06434, over 2469338.18 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06075, over 16774.22 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2969, pruned_loss=0.0615, over 1237671.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.05256, over 3870.51 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2903, pruned_loss=0.06551, over 2467822.40 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06288, over 18106.45 utterances.], batch size: 80, lr: 4.92e-04
2022-08-23 23:35:53,238 INFO [train.py:927] (3/8) Epoch 7, batch 1400, giga_loss[loss=0.174, simple_loss=0.2545, pruned_loss=0.04679, over 12357.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02922, over 66.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2856, pruned_loss=0.06294, over 2468840.42 frames. utt_duration=620.4 frames, utt_pad_proportion=0.05629, over 15955.16 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2955, pruned_loss=0.06096, over 1261830.14 frames. utt_duration=1290 frames, utt_pad_proportion=0.05139, over 3917.79 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2867, pruned_loss=0.06415, over 2467896.05 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05865, over 17193.42 utterances.], batch size: 66, lr: 4.92e-04
2022-08-23 23:37:36,560 INFO [train.py:927] (3/8) Epoch 7, batch 1450, giga_loss[loss=0.1944, simple_loss=0.2709, pruned_loss=0.05896, over 12356.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04381, over 34.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2829, pruned_loss=0.06212, over 2469601.02 frames. utt_duration=612.6 frames, utt_pad_proportion=0.06049, over 16164.76 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2956, pruned_loss=0.06092, over 1279890.12 frames. utt_duration=1292 frames, utt_pad_proportion=0.05021, over 3965.80 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2836, pruned_loss=0.06312, over 2468811.31 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06238, over 17268.48 utterances.], batch size: 34, lr: 4.92e-04
2022-08-23 23:39:18,091 INFO [train.py:927] (3/8) Epoch 7, batch 1500, giga_loss[loss=0.216, simple_loss=0.289, pruned_loss=0.07148, over 12435.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03886, over 123.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.281, pruned_loss=0.06128, over 2470502.73 frames. utt_duration=632.1 frames, utt_pad_proportion=0.0564, over 15670.06 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2954, pruned_loss=0.06078, over 1303517.46 frames. utt_duration=1297 frames, utt_pad_proportion=0.04918, over 4023.96 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2813, pruned_loss=0.06216, over 2469877.57 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05847, over 16709.05 utterances.], batch size: 123, lr: 4.92e-04
2022-08-23 23:41:02,953 INFO [train.py:927] (3/8) Epoch 7, batch 1550, giga_loss[loss=0.1892, simple_loss=0.2625, pruned_loss=0.05799, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04769, over 34.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2824, pruned_loss=0.06208, over 2471696.65 frames. utt_duration=636.7 frames, utt_pad_proportion=0.05396, over 15563.34 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2956, pruned_loss=0.06074, over 1326694.18 frames. utt_duration=1302 frames, utt_pad_proportion=0.04781, over 4081.07 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2824, pruned_loss=0.0628, over 2471225.64 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05609, over 16537.27 utterances.], batch size: 34, lr: 4.91e-04
2022-08-23 23:42:46,698 INFO [train.py:927] (3/8) Epoch 7, batch 1600, libri_loss[loss=0.1966, simple_loss=0.2689, pruned_loss=0.06218, over 12460.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009966, over 29.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2865, pruned_loss=0.06435, over 2472349.75 frames. utt_duration=608.8 frames, utt_pad_proportion=0.06062, over 16283.03 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2947, pruned_loss=0.06045, over 1371719.98 frames. utt_duration=1314 frames, utt_pad_proportion=0.04522, over 4181.97 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2866, pruned_loss=0.06516, over 2471964.53 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06255, over 17398.69 utterances.], batch size: 29, lr: 4.91e-04
2022-08-23 23:44:27,450 INFO [train.py:927] (3/8) Epoch 7, batch 1650, giga_loss[loss=0.2147, simple_loss=0.2967, pruned_loss=0.06635, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04447, over 34.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2927, pruned_loss=0.06729, over 2473542.91 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05997, over 16456.14 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2953, pruned_loss=0.06076, over 1415209.16 frames. utt_duration=1282 frames, utt_pad_proportion=0.0528, over 4420.84 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2922, pruned_loss=0.06799, over 2473020.09 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05999, over 17580.11 utterances.], batch size: 34, lr: 4.91e-04
2022-08-23 23:46:10,385 INFO [train.py:927] (3/8) Epoch 7, batch 1700, giga_loss[loss=0.2652, simple_loss=0.3407, pruned_loss=0.09485, over 12416.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2979, pruned_loss=0.06934, over 2473284.33 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06727, over 17044.31 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2951, pruned_loss=0.06072, over 1441132.80 frames. utt_duration=1280 frames, utt_pad_proportion=0.05262, over 4508.30 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2976, pruned_loss=0.07007, over 2473099.56 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06699, over 18124.49 utterances.], batch size: 183, lr: 4.91e-04
2022-08-23 23:47:53,000 INFO [train.py:927] (3/8) Epoch 7, batch 1750, giga_loss[loss=0.2065, simple_loss=0.2937, pruned_loss=0.05964, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02901, over 48.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3039, pruned_loss=0.07243, over 2473674.98 frames. utt_duration=524 frames, utt_pad_proportion=0.07458, over 18937.53 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2956, pruned_loss=0.06089, over 1456675.26 frames. utt_duration=1274 frames, utt_pad_proportion=0.05302, over 4579.17 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3035, pruned_loss=0.07306, over 2473408.31 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07411, over 19902.17 utterances.], batch size: 48, lr: 4.91e-04
2022-08-23 23:49:35,107 INFO [train.py:927] (3/8) Epoch 7, batch 1800, giga_loss[loss=0.2147, simple_loss=0.3002, pruned_loss=0.06457, over 12333.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03312, over 85.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3015, pruned_loss=0.07011, over 2473475.44 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07586, over 19148.52 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2952, pruned_loss=0.06058, over 1486525.39 frames. utt_duration=1287 frames, utt_pad_proportion=0.05159, over 4626.18 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3016, pruned_loss=0.07107, over 2473523.76 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07592, over 20277.79 utterances.], batch size: 85, lr: 4.91e-04
2022-08-23 23:51:20,577 INFO [train.py:927] (3/8) Epoch 7, batch 1850, giga_loss[loss=0.2196, simple_loss=0.303, pruned_loss=0.0681, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03082, over 42.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3034, pruned_loss=0.07064, over 2473828.25 frames. utt_duration=531.7 frames, utt_pad_proportion=0.07203, over 18663.53 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2954, pruned_loss=0.06075, over 1491544.76 frames. utt_duration=1286 frames, utt_pad_proportion=0.05127, over 4643.05 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3034, pruned_loss=0.07134, over 2473799.85 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07235, over 19590.48 utterances.], batch size: 42, lr: 4.91e-04
2022-08-23 23:53:10,094 INFO [train.py:927] (3/8) Epoch 7, batch 1900, giga_loss[loss=0.203, simple_loss=0.2796, pruned_loss=0.06317, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03727, over 37.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3051, pruned_loss=0.07119, over 2474160.51 frames. utt_duration=542.1 frames, utt_pad_proportion=0.07111, over 18306.72 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2958, pruned_loss=0.0608, over 1506228.05 frames. utt_duration=1286 frames, utt_pad_proportion=0.05045, over 4689.24 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3049, pruned_loss=0.07185, over 2474094.55 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07172, over 19186.45 utterances.], batch size: 37, lr: 4.91e-04
2022-08-23 23:54:53,971 INFO [train.py:927] (3/8) Epoch 7, batch 1950, giga_loss[loss=0.2673, simple_loss=0.3341, pruned_loss=0.1003, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06116, over 183.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3066, pruned_loss=0.07258, over 2473841.30 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06897, over 18058.80 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2953, pruned_loss=0.06043, over 1530113.11 frames. utt_duration=1293 frames, utt_pad_proportion=0.049, over 4740.47 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3069, pruned_loss=0.07353, over 2473846.44 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07004, over 19000.90 utterances.], batch size: 183, lr: 4.91e-04
2022-08-23 23:56:36,268 INFO [train.py:927] (3/8) Epoch 7, batch 2000, giga_loss[loss=0.2343, simple_loss=0.3018, pruned_loss=0.08339, over 12346.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1938, over 364.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3086, pruned_loss=0.07386, over 2473435.09 frames. utt_duration=541.4 frames, utt_pad_proportion=0.07225, over 18326.61 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2958, pruned_loss=0.0605, over 1548950.03 frames. utt_duration=1285 frames, utt_pad_proportion=0.0492, over 4828.86 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3088, pruned_loss=0.07479, over 2473339.67 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07309, over 19231.10 utterances.], batch size: 364, lr: 4.91e-04
2022-08-23 23:58:18,832 INFO [train.py:927] (3/8) Epoch 7, batch 2050, giga_loss[loss=0.2367, simple_loss=0.3219, pruned_loss=0.07576, over 12389.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3106, pruned_loss=0.07415, over 2473270.56 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06958, over 17838.35 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2964, pruned_loss=0.06048, over 1576157.09 frames. utt_duration=1290 frames, utt_pad_proportion=0.04755, over 4893.25 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.07527, over 2473347.35 frames. utt_duration=526.2 frames, utt_pad_proportion=0.07099, over 18856.05 utterances.], batch size: 133, lr: 4.91e-04
2022-08-24 00:00:02,115 INFO [train.py:927] (3/8) Epoch 7, batch 2100, giga_loss[loss=0.2252, simple_loss=0.3095, pruned_loss=0.0704, over 12414.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03182, over 80.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3095, pruned_loss=0.0738, over 2472341.55 frames. utt_duration=580.3 frames, utt_pad_proportion=0.0656, over 17085.45 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2959, pruned_loss=0.06041, over 1589386.07 frames. utt_duration=1295 frames, utt_pad_proportion=0.04678, over 4913.74 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3102, pruned_loss=0.0749, over 2472504.17 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06724, over 18036.11 utterances.], batch size: 80, lr: 4.91e-04
2022-08-24 00:01:42,748 INFO [train.py:927] (3/8) Epoch 7, batch 2150, giga_loss[loss=0.1866, simple_loss=0.2692, pruned_loss=0.05203, over 12427.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.03956, over 26.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3083, pruned_loss=0.07338, over 2472528.80 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06208, over 16775.87 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2964, pruned_loss=0.06072, over 1615271.54 frames. utt_duration=1289 frames, utt_pad_proportion=0.04655, over 5020.10 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07444, over 2472904.33 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06388, over 17766.88 utterances.], batch size: 26, lr: 4.91e-04
2022-08-24 00:03:25,025 INFO [train.py:927] (3/8) Epoch 7, batch 2200, libri_loss[loss=0.1865, simple_loss=0.2929, pruned_loss=0.04006, over 12148.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005804, over 35.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3079, pruned_loss=0.07303, over 2470956.55 frames. utt_duration=628.1 frames, utt_pad_proportion=0.05742, over 15773.97 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2967, pruned_loss=0.06076, over 1627768.26 frames. utt_duration=1284 frames, utt_pad_proportion=0.04697, over 5078.51 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3083, pruned_loss=0.07402, over 2471526.40 frames. utt_duration=595 frames, utt_pad_proportion=0.05912, over 16657.47 utterances.], batch size: 35, lr: 4.90e-04
2022-08-24 00:05:08,154 INFO [train.py:927] (3/8) Epoch 7, batch 2250, giga_loss[loss=0.2015, simple_loss=0.2842, pruned_loss=0.05946, over 12323.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02244, over 45.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3078, pruned_loss=0.07255, over 2471481.95 frames. utt_duration=624.8 frames, utt_pad_proportion=0.05891, over 15861.65 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.06112, over 1640578.31 frames. utt_duration=1264 frames, utt_pad_proportion=0.05316, over 5198.16 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3081, pruned_loss=0.07326, over 2471738.54 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05841, over 16589.26 utterances.], batch size: 45, lr: 4.90e-04
2022-08-24 00:06:52,151 INFO [train.py:927] (3/8) Epoch 7, batch 2300, giga_loss[loss=0.2942, simple_loss=0.3539, pruned_loss=0.1173, over 12370.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06031, over 182.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3087, pruned_loss=0.07405, over 2471406.55 frames. utt_duration=631.4 frames, utt_pad_proportion=0.06021, over 15694.24 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2969, pruned_loss=0.06144, over 1664971.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.05741, over 5317.54 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3093, pruned_loss=0.07474, over 2471782.71 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05869, over 16455.34 utterances.], batch size: 182, lr: 4.90e-04
2022-08-24 00:08:33,705 INFO [train.py:927] (3/8) Epoch 7, batch 2350, giga_loss[loss=0.2184, simple_loss=0.2986, pruned_loss=0.06907, over 12463.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04312, over 34.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3097, pruned_loss=0.07643, over 2471086.02 frames. utt_duration=629.2 frames, utt_pad_proportion=0.06099, over 15746.26 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2977, pruned_loss=0.06249, over 1688678.39 frames. utt_duration=1260 frames, utt_pad_proportion=0.05621, over 5365.55 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07672, over 2471533.07 frames. utt_duration=597.4 frames, utt_pad_proportion=0.0601, over 16590.04 utterances.], batch size: 34, lr: 4.90e-04
2022-08-24 00:10:15,553 INFO [train.py:927] (3/8) Epoch 7, batch 2400, giga_loss[loss=0.2864, simple_loss=0.3417, pruned_loss=0.1155, over 12391.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3094, pruned_loss=0.07699, over 2471732.93 frames. utt_duration=622.5 frames, utt_pad_proportion=0.06379, over 15921.31 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.298, pruned_loss=0.06322, over 1715901.50 frames. utt_duration=1269 frames, utt_pad_proportion=0.05418, over 5415.06 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3099, pruned_loss=0.07721, over 2471885.35 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06357, over 16869.57 utterances.], batch size: 258, lr: 4.90e-04
2022-08-24 00:11:59,120 INFO [train.py:927] (3/8) Epoch 7, batch 2450, giga_loss[loss=0.1968, simple_loss=0.2791, pruned_loss=0.05722, over 12341.00 frames. utt_duration=668.6 frames, utt_pad_proportion=0.02675, over 74.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3062, pruned_loss=0.07529, over 2472230.71 frames. utt_duration=641.8 frames, utt_pad_proportion=0.0586, over 15444.92 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2979, pruned_loss=0.06318, over 1734643.58 frames. utt_duration=1272 frames, utt_pad_proportion=0.05276, over 5459.36 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3068, pruned_loss=0.07579, over 2472299.06 frames. utt_duration=604.8 frames, utt_pad_proportion=0.05919, over 16392.70 utterances.], batch size: 74, lr: 4.90e-04
2022-08-24 00:13:39,935 INFO [train.py:927] (3/8) Epoch 7, batch 2500, giga_loss[loss=0.199, simple_loss=0.2833, pruned_loss=0.05733, over 12272.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02522, over 54.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3037, pruned_loss=0.07397, over 2473191.58 frames. utt_duration=649.2 frames, utt_pad_proportion=0.05725, over 15272.62 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2986, pruned_loss=0.0635, over 1756551.36 frames. utt_duration=1270 frames, utt_pad_proportion=0.05152, over 5536.84 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.304, pruned_loss=0.07448, over 2473220.03 frames. utt_duration=611 frames, utt_pad_proportion=0.05827, over 16231.21 utterances.], batch size: 54, lr: 4.90e-04
2022-08-24 00:15:22,350 INFO [train.py:927] (3/8) Epoch 7, batch 2550, giga_loss[loss=0.215, simple_loss=0.2985, pruned_loss=0.06571, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03178, over 42.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3013, pruned_loss=0.07267, over 2472780.85 frames. utt_duration=629.6 frames, utt_pad_proportion=0.06272, over 15748.23 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2985, pruned_loss=0.06357, over 1787836.97 frames. utt_duration=1278 frames, utt_pad_proportion=0.04927, over 5600.30 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3017, pruned_loss=0.07345, over 2473096.82 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06405, over 16874.96 utterances.], batch size: 42, lr: 4.90e-04
2022-08-24 00:17:04,908 INFO [train.py:927] (3/8) Epoch 7, batch 2600, giga_loss[loss=0.1967, simple_loss=0.2884, pruned_loss=0.05255, over 12355.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02975, over 70.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3013, pruned_loss=0.07215, over 2473128.86 frames. utt_duration=619.7 frames, utt_pad_proportion=0.06235, over 16000.81 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.299, pruned_loss=0.06408, over 1814640.49 frames. utt_duration=1256 frames, utt_pad_proportion=0.05898, over 5785.56 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3014, pruned_loss=0.07275, over 2473482.37 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06068, over 17097.75 utterances.], batch size: 70, lr: 4.90e-04
2022-08-24 00:18:46,620 INFO [train.py:927] (3/8) Epoch 7, batch 2650, giga_loss[loss=0.2629, simple_loss=0.3431, pruned_loss=0.09132, over 12405.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04757, over 161.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3008, pruned_loss=0.0709, over 2473044.67 frames. utt_duration=614.7 frames, utt_pad_proportion=0.06108, over 16131.90 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2993, pruned_loss=0.06415, over 1846554.21 frames. utt_duration=1262 frames, utt_pad_proportion=0.05648, over 5860.00 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3007, pruned_loss=0.07169, over 2473596.75 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06074, over 17446.69 utterances.], batch size: 161, lr: 4.90e-04
2022-08-24 00:20:27,910 INFO [train.py:927] (3/8) Epoch 7, batch 2700, libri_loss[loss=0.2252, simple_loss=0.3138, pruned_loss=0.06826, over 12451.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03371, over 46.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2998, pruned_loss=0.06941, over 2472868.71 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06538, over 16704.80 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2997, pruned_loss=0.06426, over 1865247.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.05497, over 5907.72 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2995, pruned_loss=0.07013, over 2473183.91 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06538, over 18010.42 utterances.], batch size: 46, lr: 4.90e-04
2022-08-24 00:22:07,341 INFO [train.py:927] (3/8) Epoch 7, batch 2750, libri_loss[loss=0.1731, simple_loss=0.2648, pruned_loss=0.04071, over 12441.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009426, over 29.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2993, pruned_loss=0.06911, over 2472085.27 frames. utt_duration=611.1 frames, utt_pad_proportion=0.06282, over 16220.51 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2998, pruned_loss=0.06451, over 1880393.16 frames. utt_duration=1268 frames, utt_pad_proportion=0.05387, over 5936.65 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2991, pruned_loss=0.06966, over 2472218.03 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06342, over 17483.87 utterances.], batch size: 29, lr: 4.90e-04
2022-08-24 00:23:48,942 INFO [train.py:927] (3/8) Epoch 7, batch 2800, giga_loss[loss=0.2279, simple_loss=0.3092, pruned_loss=0.07332, over 12352.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3003, pruned_loss=0.06925, over 2472631.52 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05917, over 16869.03 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2997, pruned_loss=0.06446, over 1883367.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05362, over 5937.97 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3002, pruned_loss=0.06973, over 2472722.07 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05992, over 17905.22 utterances.], batch size: 91, lr: 4.90e-04
2022-08-24 00:25:30,260 INFO [train.py:927] (3/8) Epoch 7, batch 2850, giga_loss[loss=0.2166, simple_loss=0.2998, pruned_loss=0.06665, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3038, pruned_loss=0.07012, over 2473077.25 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05803, over 16939.49 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.301, pruned_loss=0.06473, over 1897822.97 frames. utt_duration=1255 frames, utt_pad_proportion=0.05857, over 6058.40 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3028, pruned_loss=0.07042, over 2473234.68 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05722, over 17899.07 utterances.], batch size: 37, lr: 4.89e-04
2022-08-24 00:27:10,047 INFO [train.py:927] (3/8) Epoch 7, batch 2900, giga_loss[loss=0.2053, simple_loss=0.2881, pruned_loss=0.06127, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02548, over 48.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3044, pruned_loss=0.0704, over 2473464.67 frames. utt_duration=606.7 frames, utt_pad_proportion=0.05553, over 16348.81 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3012, pruned_loss=0.06484, over 1925994.27 frames. utt_duration=1264 frames, utt_pad_proportion=0.05597, over 6104.39 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3036, pruned_loss=0.07084, over 2473571.34 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05581, over 17582.64 utterances.], batch size: 48, lr: 4.89e-04
2022-08-24 00:28:50,880 INFO [train.py:927] (3/8) Epoch 7, batch 2950, giga_loss[loss=0.1997, simple_loss=0.2856, pruned_loss=0.05694, over 12413.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02394, over 48.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3054, pruned_loss=0.07087, over 2473634.99 frames. utt_duration=575 frames, utt_pad_proportion=0.05886, over 17253.05 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3015, pruned_loss=0.06508, over 1936979.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.05505, over 6127.08 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3047, pruned_loss=0.07116, over 2473615.52 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05913, over 18396.38 utterances.], batch size: 48, lr: 4.89e-04
2022-08-24 00:30:32,064 INFO [train.py:927] (3/8) Epoch 7, batch 3000, giga_loss[loss=0.1914, simple_loss=0.266, pruned_loss=0.05843, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02947, over 45.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3032, pruned_loss=0.06995, over 2473647.45 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05579, over 17280.76 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3017, pruned_loss=0.06518, over 1944715.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05533, over 6166.99 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3025, pruned_loss=0.07017, over 2473902.11 frames. utt_duration=542 frames, utt_pad_proportion=0.05608, over 18309.20 utterances.], batch size: 45, lr: 4.89e-04
2022-08-24 00:30:32,065 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 00:30:45,388 INFO [train.py:967] (3/8) 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 00:32:22,026 INFO [train.py:927] (3/8) Epoch 7, batch 3050, giga_loss[loss=0.2207, simple_loss=0.2984, pruned_loss=0.07154, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03232, over 42.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3028, pruned_loss=0.0697, over 2473550.83 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05922, over 17997.55 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3014, pruned_loss=0.0651, over 1949824.08 frames. utt_duration=1266 frames, utt_pad_proportion=0.05485, over 6167.33 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3025, pruned_loss=0.06996, over 2473886.02 frames. utt_duration=525 frames, utt_pad_proportion=0.05944, over 18904.03 utterances.], batch size: 42, lr: 4.89e-04
2022-08-24 00:34:01,218 INFO [train.py:927] (3/8) Epoch 7, batch 3100, giga_loss[loss=0.1995, simple_loss=0.2788, pruned_loss=0.06012, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04237, over 31.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3038, pruned_loss=0.06959, over 2474485.21 frames. utt_duration=545.2 frames, utt_pad_proportion=0.05791, over 18203.52 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3018, pruned_loss=0.06512, over 1952536.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.05459, over 6168.49 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.0698, over 2474670.91 frames. utt_duration=523.6 frames, utt_pad_proportion=0.0582, over 18959.63 utterances.], batch size: 31, lr: 4.89e-04
2022-08-24 00:35:39,503 INFO [train.py:927] (3/8) Epoch 7, batch 3150, giga_loss[loss=0.2099, simple_loss=0.289, pruned_loss=0.06537, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3029, pruned_loss=0.06991, over 2474695.27 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05741, over 18423.94 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3024, pruned_loss=0.06545, over 1965329.67 frames. utt_duration=1256 frames, utt_pad_proportion=0.05924, over 6265.23 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3022, pruned_loss=0.06997, over 2474970.27 frames. utt_duration=516.8 frames, utt_pad_proportion=0.05644, over 19211.17 utterances.], batch size: 113, lr: 4.89e-04
2022-08-24 00:37:17,629 INFO [train.py:927] (3/8) Epoch 7, batch 3200, giga_loss[loss=0.1817, simple_loss=0.2713, pruned_loss=0.04602, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03051, over 75.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3008, pruned_loss=0.06955, over 2474219.19 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05765, over 18454.41 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3027, pruned_loss=0.06548, over 1977622.60 frames. utt_duration=1259 frames, utt_pad_proportion=0.05796, over 6291.46 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3, pruned_loss=0.06968, over 2474689.04 frames. utt_duration=513.7 frames, utt_pad_proportion=0.05723, over 19325.61 utterances.], batch size: 75, lr: 4.89e-04
2022-08-24 00:38:57,871 INFO [train.py:927] (3/8) Epoch 7, batch 3250, giga_loss[loss=0.2192, simple_loss=0.2947, pruned_loss=0.07183, over 12460.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2971, pruned_loss=0.06815, over 2475127.48 frames. utt_duration=538 frames, utt_pad_proportion=0.06196, over 18453.64 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3022, pruned_loss=0.06525, over 1992481.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05639, over 6301.61 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2968, pruned_loss=0.0685, over 2475383.12 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06187, over 19453.21 utterances.], batch size: 80, lr: 4.89e-04
2022-08-24 00:40:38,000 INFO [train.py:927] (3/8) Epoch 7, batch 3300, giga_loss[loss=0.1905, simple_loss=0.2671, pruned_loss=0.05693, over 12337.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03058, over 48.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.293, pruned_loss=0.0668, over 2474295.14 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06103, over 17733.06 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3023, pruned_loss=0.06542, over 2004317.64 frames. utt_duration=1268 frames, utt_pad_proportion=0.05573, over 6332.05 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2925, pruned_loss=0.06701, over 2474581.76 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06128, over 18772.86 utterances.], batch size: 48, lr: 4.89e-04
2022-08-24 00:42:17,033 INFO [train.py:927] (3/8) Epoch 7, batch 3350, giga_loss[loss=0.2044, simple_loss=0.2847, pruned_loss=0.06201, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0342, over 28.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2932, pruned_loss=0.06668, over 2473796.56 frames. utt_duration=574 frames, utt_pad_proportion=0.05929, over 17284.81 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3025, pruned_loss=0.06558, over 2018243.01 frames. utt_duration=1269 frames, utt_pad_proportion=0.05441, over 6368.84 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2923, pruned_loss=0.06675, over 2474026.01 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06008, over 18383.71 utterances.], batch size: 28, lr: 4.89e-04
2022-08-24 00:43:56,928 INFO [train.py:927] (3/8) Epoch 7, batch 3400, libri_loss[loss=0.2217, simple_loss=0.3015, pruned_loss=0.071, over 12479.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006364, over 37.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2955, pruned_loss=0.06737, over 2473702.67 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05718, over 17072.41 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3032, pruned_loss=0.06614, over 2035951.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05378, over 6439.85 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2939, pruned_loss=0.06704, over 2474031.37 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05821, over 18286.15 utterances.], batch size: 37, lr: 4.89e-04
2022-08-24 00:45:36,711 INFO [train.py:927] (3/8) Epoch 7, batch 3450, giga_loss[loss=0.2414, simple_loss=0.3171, pruned_loss=0.08287, over 12339.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03449, over 51.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2979, pruned_loss=0.06827, over 2473906.05 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05772, over 17015.76 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.303, pruned_loss=0.06602, over 2044366.27 frames. utt_duration=1269 frames, utt_pad_proportion=0.05282, over 6451.91 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2967, pruned_loss=0.06813, over 2474419.87 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05883, over 18158.07 utterances.], batch size: 51, lr: 4.89e-04
2022-08-24 00:47:22,651 INFO [train.py:927] (3/8) Epoch 7, batch 3500, giga_loss[loss=0.238, simple_loss=0.3155, pruned_loss=0.08021, over 12329.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.03162, over 66.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3032, pruned_loss=0.07208, over 2474247.56 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05752, over 17496.38 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3028, pruned_loss=0.06594, over 2046605.44 frames. utt_duration=1271 frames, utt_pad_proportion=0.05262, over 6448.65 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3023, pruned_loss=0.07205, over 2474571.13 frames. utt_duration=538.3 frames, utt_pad_proportion=0.05845, over 18438.76 utterances.], batch size: 66, lr: 4.88e-04
2022-08-24 00:49:04,626 INFO [train.py:927] (3/8) Epoch 7, batch 3550, giga_loss[loss=0.2742, simple_loss=0.338, pruned_loss=0.1051, over 12441.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3106, pruned_loss=0.07603, over 2473964.52 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06023, over 18145.20 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3044, pruned_loss=0.0665, over 2056604.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.05168, over 6464.26 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3089, pruned_loss=0.07578, over 2474758.54 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06114, over 19134.03 utterances.], batch size: 75, lr: 4.88e-04
2022-08-24 00:50:48,019 INFO [train.py:927] (3/8) Epoch 7, batch 3600, giga_loss[loss=0.2639, simple_loss=0.3536, pruned_loss=0.08708, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3172, pruned_loss=0.08104, over 2473739.63 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06365, over 18520.03 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3042, pruned_loss=0.06653, over 2062786.27 frames. utt_duration=1278 frames, utt_pad_proportion=0.05101, over 6464.31 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3161, pruned_loss=0.081, over 2474406.72 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06449, over 19471.24 utterances.], batch size: 97, lr: 4.88e-04
2022-08-24 00:52:33,667 INFO [train.py:927] (3/8) Epoch 7, batch 3650, giga_loss[loss=0.2025, simple_loss=0.2874, pruned_loss=0.05878, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03097, over 42.00 utterances.], tot_loss[loss=0.246, simple_loss=0.322, pruned_loss=0.08503, over 2473255.96 frames. utt_duration=530.7 frames, utt_pad_proportion=0.061, over 18693.07 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3038, pruned_loss=0.06628, over 2066811.78 frames. utt_duration=1282 frames, utt_pad_proportion=0.05072, over 6458.67 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3216, pruned_loss=0.08534, over 2473853.75 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06188, over 19554.95 utterances.], batch size: 42, lr: 4.88e-04
2022-08-24 00:54:19,649 INFO [train.py:927] (3/8) Epoch 7, batch 3700, giga_loss[loss=0.3195, simple_loss=0.3778, pruned_loss=0.1306, over 12428.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05174, over 162.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.328, pruned_loss=0.09082, over 2474174.06 frames. utt_duration=496 frames, utt_pad_proportion=0.069, over 20010.67 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3035, pruned_loss=0.06606, over 2077015.04 frames. utt_duration=1282 frames, utt_pad_proportion=0.05002, over 6486.03 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3284, pruned_loss=0.0917, over 2474527.27 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06961, over 20953.84 utterances.], batch size: 162, lr: 4.88e-04
2022-08-24 00:56:07,680 INFO [train.py:927] (3/8) Epoch 7, batch 3750, libri_loss[loss=0.2173, simple_loss=0.2984, pruned_loss=0.06808, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005089, over 32.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.332, pruned_loss=0.09389, over 2474453.95 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06965, over 19978.28 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3035, pruned_loss=0.06602, over 2086923.89 frames. utt_duration=1286 frames, utt_pad_proportion=0.04895, over 6500.79 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3329, pruned_loss=0.09522, over 2474642.09 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07055, over 21025.33 utterances.], batch size: 32, lr: 4.88e-04
2022-08-24 00:57:53,397 INFO [train.py:927] (3/8) Epoch 7, batch 3800, giga_loss[loss=0.288, simple_loss=0.3545, pruned_loss=0.1107, over 12430.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03653, over 98.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3337, pruned_loss=0.09684, over 2475243.08 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07588, over 21259.39 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3039, pruned_loss=0.06616, over 2098462.29 frames. utt_duration=1279 frames, utt_pad_proportion=0.04979, over 6571.85 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3349, pruned_loss=0.09859, over 2475358.28 frames. utt_duration=443.2 frames, utt_pad_proportion=0.0763, over 22415.18 utterances.], batch size: 98, lr: 4.88e-04
2022-08-24 00:59:38,991 INFO [train.py:927] (3/8) Epoch 7, batch 3850, giga_loss[loss=0.3434, simple_loss=0.3815, pruned_loss=0.1526, over 12348.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3347, pruned_loss=0.09766, over 2475286.10 frames. utt_duration=454 frames, utt_pad_proportion=0.07585, over 21881.39 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3037, pruned_loss=0.06614, over 2105874.62 frames. utt_duration=1278 frames, utt_pad_proportion=0.04999, over 6601.05 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3364, pruned_loss=0.09961, over 2475451.49 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07627, over 23026.65 utterances.], batch size: 365, lr: 4.88e-04
2022-08-24 01:01:28,903 INFO [train.py:927] (3/8) Epoch 7, batch 3900, giga_loss[loss=0.2727, simple_loss=0.3464, pruned_loss=0.09946, over 12386.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04124, over 133.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3364, pruned_loss=0.09796, over 2475488.36 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07378, over 21988.65 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3039, pruned_loss=0.06616, over 2113314.36 frames. utt_duration=1276 frames, utt_pad_proportion=0.05022, over 6634.98 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3381, pruned_loss=0.1001, over 2475538.04 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07429, over 23150.37 utterances.], batch size: 133, lr: 4.88e-04
2022-08-24 01:03:14,813 INFO [train.py:927] (3/8) Epoch 7, batch 3950, giga_loss[loss=0.231, simple_loss=0.3178, pruned_loss=0.07206, over 12351.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.02961, over 51.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3361, pruned_loss=0.09665, over 2475139.91 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07677, over 22356.21 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3049, pruned_loss=0.06646, over 2121809.95 frames. utt_duration=1276 frames, utt_pad_proportion=0.04944, over 6656.99 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3374, pruned_loss=0.0988, over 2475616.87 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07738, over 23614.32 utterances.], batch size: 51, lr: 4.88e-04
2022-08-24 01:05:03,563 INFO [train.py:927] (3/8) Epoch 7, batch 4000, giga_loss[loss=0.2304, simple_loss=0.3134, pruned_loss=0.07375, over 12299.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02865, over 45.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3335, pruned_loss=0.09443, over 2475684.08 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07482, over 22730.91 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3049, pruned_loss=0.06641, over 2125417.97 frames. utt_duration=1278 frames, utt_pad_proportion=0.04899, over 6659.42 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3349, pruned_loss=0.09643, over 2475985.09 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07556, over 23861.45 utterances.], batch size: 45, lr: 4.88e-04
2022-08-24 01:06:47,075 INFO [train.py:927] (3/8) Epoch 7, batch 4050, libri_loss[loss=0.2276, simple_loss=0.3155, pruned_loss=0.06979, over 12475.00 frames. utt_duration=757.6 frames, utt_pad_proportion=0.1391, over 66.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3314, pruned_loss=0.09308, over 2476010.15 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07729, over 23030.99 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3049, pruned_loss=0.06644, over 2137511.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.04875, over 6710.83 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3333, pruned_loss=0.09555, over 2476248.65 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0781, over 24418.79 utterances.], batch size: 66, lr: 4.88e-04
2022-08-24 01:08:34,996 INFO [train.py:927] (3/8) Epoch 7, batch 4100, giga_loss[loss=0.258, simple_loss=0.3388, pruned_loss=0.08855, over 12414.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.0307, over 80.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3296, pruned_loss=0.09153, over 2475531.80 frames. utt_duration=456.2 frames, utt_pad_proportion=0.0719, over 21777.84 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3043, pruned_loss=0.06619, over 2150310.82 frames. utt_duration=1282 frames, utt_pad_proportion=0.04727, over 6715.19 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3326, pruned_loss=0.09466, over 2476168.25 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07357, over 23467.96 utterances.], batch size: 80, lr: 4.88e-04
2022-08-24 01:10:24,903 INFO [train.py:927] (3/8) Epoch 7, batch 4150, giga_loss[loss=0.2622, simple_loss=0.352, pruned_loss=0.08619, over 12363.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02848, over 91.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3292, pruned_loss=0.0896, over 2475087.79 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07653, over 21882.85 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3048, pruned_loss=0.06661, over 2164389.61 frames. utt_duration=1274 frames, utt_pad_proportion=0.05027, over 6802.09 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3322, pruned_loss=0.09282, over 2475828.01 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07726, over 23821.38 utterances.], batch size: 91, lr: 4.88e-04
2022-08-24 01:12:08,477 INFO [train.py:927] (3/8) Epoch 7, batch 4200, giga_loss[loss=0.2673, simple_loss=0.3447, pruned_loss=0.0949, over 12436.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04749, over 147.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3281, pruned_loss=0.08773, over 2474786.10 frames. utt_duration=471 frames, utt_pad_proportion=0.07658, over 21081.25 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3048, pruned_loss=0.06673, over 2179091.62 frames. utt_duration=1271 frames, utt_pad_proportion=0.05009, over 6864.66 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3317, pruned_loss=0.09127, over 2475842.09 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07767, over 23285.54 utterances.], batch size: 147, lr: 4.87e-04
2022-08-24 01:13:54,737 INFO [train.py:927] (3/8) Epoch 7, batch 4250, giga_loss[loss=0.2143, simple_loss=0.2957, pruned_loss=0.06643, over 12193.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03713, over 28.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3273, pruned_loss=0.08756, over 2474545.88 frames. utt_duration=479 frames, utt_pad_proportion=0.07342, over 20728.00 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3048, pruned_loss=0.06669, over 2182084.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.04978, over 6875.02 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3304, pruned_loss=0.09054, over 2475338.47 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07471, over 22568.03 utterances.], batch size: 28, lr: 4.87e-04
2022-08-24 01:15:39,053 INFO [train.py:927] (3/8) Epoch 7, batch 4300, giga_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.08471, over 12338.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.04833, over 34.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3265, pruned_loss=0.08767, over 2474682.68 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07696, over 20674.61 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3053, pruned_loss=0.06682, over 2187538.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.0489, over 6878.49 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3289, pruned_loss=0.09033, over 2475632.72 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07815, over 22383.35 utterances.], batch size: 34, lr: 4.87e-04
2022-08-24 01:17:26,814 INFO [train.py:927] (3/8) Epoch 7, batch 4350, giga_loss[loss=0.2197, simple_loss=0.3053, pruned_loss=0.067, over 12325.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03193, over 66.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3258, pruned_loss=0.08616, over 2473891.04 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07294, over 20310.96 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3052, pruned_loss=0.06675, over 2190296.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.04848, over 6877.71 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.328, pruned_loss=0.08848, over 2474729.75 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07435, over 21773.56 utterances.], batch size: 66, lr: 4.87e-04
2022-08-24 01:19:12,859 INFO [train.py:927] (3/8) Epoch 7, batch 4400, giga_loss[loss=0.3272, simple_loss=0.3619, pruned_loss=0.1463, over 12347.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1131, over 260.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3237, pruned_loss=0.0849, over 2473857.67 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07208, over 20027.24 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.305, pruned_loss=0.0667, over 2192944.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.04805, over 6877.93 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3257, pruned_loss=0.08692, over 2474667.45 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07343, over 21286.24 utterances.], batch size: 260, lr: 4.87e-04
2022-08-24 01:20:58,496 INFO [train.py:927] (3/8) Epoch 7, batch 4450, giga_loss[loss=0.25, simple_loss=0.3277, pruned_loss=0.0861, over 12419.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3234, pruned_loss=0.08579, over 2474386.44 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06975, over 20646.67 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3048, pruned_loss=0.06664, over 2195633.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.04772, over 6881.11 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3253, pruned_loss=0.08759, over 2475127.73 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07107, over 21752.96 utterances.], batch size: 105, lr: 4.87e-04
2022-08-24 01:22:43,870 INFO [train.py:927] (3/8) Epoch 7, batch 4500, giga_loss[loss=0.2467, simple_loss=0.3265, pruned_loss=0.08342, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.0317, over 85.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3228, pruned_loss=0.08594, over 2474243.18 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07221, over 20744.23 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3054, pruned_loss=0.06673, over 2201498.21 frames. utt_duration=1277 frames, utt_pad_proportion=0.04701, over 6905.33 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3242, pruned_loss=0.08765, over 2474535.52 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07351, over 21847.38 utterances.], batch size: 85, lr: 4.87e-04
2022-08-24 01:24:27,743 INFO [train.py:927] (3/8) Epoch 7, batch 4550, giga_loss[loss=0.3455, simple_loss=0.3762, pruned_loss=0.1574, over 12389.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09717, over 256.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3199, pruned_loss=0.08444, over 2474500.55 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06912, over 19889.17 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3051, pruned_loss=0.06657, over 2210393.21 frames. utt_duration=1278 frames, utt_pad_proportion=0.04667, over 6928.71 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3217, pruned_loss=0.08651, over 2475189.26 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07074, over 21181.50 utterances.], batch size: 256, lr: 4.87e-04
2022-08-24 01:26:10,149 INFO [train.py:927] (3/8) Epoch 7, batch 4600, giga_loss[loss=0.2672, simple_loss=0.3382, pruned_loss=0.0981, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03155, over 97.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3209, pruned_loss=0.08457, over 2474077.66 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06488, over 19342.86 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3051, pruned_loss=0.06656, over 2215476.55 frames. utt_duration=1282 frames, utt_pad_proportion=0.04593, over 6918.18 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08654, over 2474779.05 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06678, over 20603.04 utterances.], batch size: 97, lr: 4.87e-04
2022-08-24 01:27:51,928 INFO [train.py:927] (3/8) Epoch 7, batch 4650, giga_loss[loss=0.2316, simple_loss=0.3103, pruned_loss=0.07644, over 12430.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0328, over 75.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3197, pruned_loss=0.08303, over 2474386.88 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06257, over 18818.02 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3046, pruned_loss=0.06645, over 2225148.89 frames. utt_duration=1290 frames, utt_pad_proportion=0.0447, over 6909.88 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.322, pruned_loss=0.08531, over 2475388.16 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06485, over 20280.37 utterances.], batch size: 75, lr: 4.87e-04
2022-08-24 01:29:39,470 INFO [train.py:927] (3/8) Epoch 7, batch 4700, giga_loss[loss=0.2308, simple_loss=0.3098, pruned_loss=0.07587, over 12359.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3226, pruned_loss=0.08534, over 2473962.92 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06749, over 19445.36 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3053, pruned_loss=0.06655, over 2231105.62 frames. utt_duration=1292 frames, utt_pad_proportion=0.04381, over 6913.03 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3243, pruned_loss=0.08751, over 2474950.96 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0694, over 20893.86 utterances.], batch size: 97, lr: 4.87e-04
2022-08-24 01:31:22,473 INFO [train.py:927] (3/8) Epoch 7, batch 4750, giga_loss[loss=0.2697, simple_loss=0.3447, pruned_loss=0.0974, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03593, over 105.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3229, pruned_loss=0.08612, over 2474386.84 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06931, over 19603.95 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3059, pruned_loss=0.06656, over 2237140.64 frames. utt_duration=1295 frames, utt_pad_proportion=0.04286, over 6920.15 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3242, pruned_loss=0.08828, over 2475165.93 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07118, over 21033.13 utterances.], batch size: 105, lr: 4.87e-04
2022-08-24 01:33:05,956 INFO [train.py:927] (3/8) Epoch 7, batch 4800, giga_loss[loss=0.2543, simple_loss=0.3289, pruned_loss=0.08985, over 12398.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3237, pruned_loss=0.0876, over 2474828.26 frames. utt_duration=504.4 frames, utt_pad_proportion=0.0698, over 19681.61 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3055, pruned_loss=0.06636, over 2243901.63 frames. utt_duration=1297 frames, utt_pad_proportion=0.04198, over 6927.36 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3255, pruned_loss=0.09002, over 2475679.23 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07175, over 21153.26 utterances.], batch size: 146, lr: 4.87e-04
2022-08-24 01:34:48,892 INFO [train.py:927] (3/8) Epoch 7, batch 4850, giga_loss[loss=0.2523, simple_loss=0.3298, pruned_loss=0.08741, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3228, pruned_loss=0.08712, over 2474259.66 frames. utt_duration=505 frames, utt_pad_proportion=0.06964, over 19656.77 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3046, pruned_loss=0.066, over 2251853.63 frames. utt_duration=1301 frames, utt_pad_proportion=0.04123, over 6929.00 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3255, pruned_loss=0.09001, over 2474948.54 frames. utt_duration=467.6 frames, utt_pad_proportion=0.0717, over 21235.83 utterances.], batch size: 146, lr: 4.86e-04
2022-08-24 01:36:34,086 INFO [train.py:927] (3/8) Epoch 7, batch 4900, giga_loss[loss=0.2365, simple_loss=0.3125, pruned_loss=0.08028, over 12454.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3198, pruned_loss=0.08448, over 2473969.58 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06897, over 19333.48 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3044, pruned_loss=0.06583, over 2258077.36 frames. utt_duration=1301 frames, utt_pad_proportion=0.04136, over 6950.98 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3227, pruned_loss=0.08746, over 2474853.97 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0709, over 20920.07 utterances.], batch size: 75, lr: 4.86e-04
2022-08-24 01:38:22,027 INFO [train.py:927] (3/8) Epoch 7, batch 4950, giga_loss[loss=0.2025, simple_loss=0.2856, pruned_loss=0.05968, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03162, over 75.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3182, pruned_loss=0.08365, over 2473962.20 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06391, over 18703.22 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3045, pruned_loss=0.06598, over 2264213.60 frames. utt_duration=1296 frames, utt_pad_proportion=0.04188, over 6994.99 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08642, over 2474916.47 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06596, over 20268.45 utterances.], batch size: 75, lr: 4.86e-04
2022-08-24 01:40:06,650 INFO [train.py:927] (3/8) Epoch 7, batch 5000, libri_loss[loss=0.1855, simple_loss=0.2781, pruned_loss=0.04644, over 12210.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007069, over 31.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3212, pruned_loss=0.08511, over 2474791.02 frames. utt_duration=514.1 frames, utt_pad_proportion=0.07031, over 19308.97 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3045, pruned_loss=0.06587, over 2267327.71 frames. utt_duration=1296 frames, utt_pad_proportion=0.04145, over 7003.97 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3234, pruned_loss=0.08769, over 2475574.69 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07182, over 20722.45 utterances.], batch size: 31, lr: 4.86e-04
2022-08-24 01:41:51,992 INFO [train.py:927] (3/8) Epoch 7, batch 5050, libri_loss[loss=0.2439, simple_loss=0.3638, pruned_loss=0.062, over 12487.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006124, over 36.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3252, pruned_loss=0.08569, over 2475381.06 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07007, over 19838.62 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3045, pruned_loss=0.06562, over 2272400.48 frames. utt_duration=1301 frames, utt_pad_proportion=0.04084, over 6996.02 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3274, pruned_loss=0.08835, over 2476036.77 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07163, over 21239.35 utterances.], batch size: 36, lr: 4.86e-04
2022-08-24 01:43:35,717 INFO [train.py:927] (3/8) Epoch 7, batch 5100, giga_loss[loss=0.243, simple_loss=0.3192, pruned_loss=0.08339, over 12198.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03361, over 39.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3269, pruned_loss=0.08701, over 2475775.37 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07134, over 20533.12 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3046, pruned_loss=0.06561, over 2276280.42 frames. utt_duration=1303 frames, utt_pad_proportion=0.04024, over 6996.16 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.329, pruned_loss=0.08952, over 2476445.52 frames. utt_duration=454 frames, utt_pad_proportion=0.07284, over 21888.72 utterances.], batch size: 39, lr: 4.86e-04
2022-08-24 01:45:22,805 INFO [train.py:927] (3/8) Epoch 7, batch 5150, giga_loss[loss=0.2155, simple_loss=0.2936, pruned_loss=0.06871, over 12096.00 frames. utt_duration=1730 frames, utt_pad_proportion=0.04438, over 28.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3255, pruned_loss=0.08711, over 2474959.88 frames. utt_duration=502 frames, utt_pad_proportion=0.06776, over 19778.61 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3042, pruned_loss=0.06542, over 2282166.16 frames. utt_duration=1302 frames, utt_pad_proportion=0.04054, over 7017.27 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.328, pruned_loss=0.08982, over 2475501.63 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06941, over 21188.18 utterances.], batch size: 28, lr: 4.86e-04
2022-08-24 01:47:06,318 INFO [train.py:927] (3/8) Epoch 7, batch 5200, libri_loss[loss=0.1842, simple_loss=0.2701, pruned_loss=0.04912, over 12260.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01035, over 28.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3231, pruned_loss=0.08672, over 2475334.43 frames. utt_duration=493.1 frames, utt_pad_proportion=0.0727, over 20139.39 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3037, pruned_loss=0.06536, over 2289589.17 frames. utt_duration=1290 frames, utt_pad_proportion=0.04517, over 7106.72 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3262, pruned_loss=0.08978, over 2475947.98 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07284, over 21689.19 utterances.], batch size: 28, lr: 4.86e-04
2022-08-24 01:48:51,603 INFO [train.py:927] (3/8) Epoch 7, batch 5250, giga_loss[loss=0.2582, simple_loss=0.3283, pruned_loss=0.09399, over 12412.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03935, over 40.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3211, pruned_loss=0.08588, over 2475036.57 frames. utt_duration=512.5 frames, utt_pad_proportion=0.07379, over 19372.54 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.303, pruned_loss=0.06503, over 2295048.48 frames. utt_duration=1295 frames, utt_pad_proportion=0.04412, over 7094.62 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3247, pruned_loss=0.08918, over 2475578.49 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07443, over 20974.32 utterances.], batch size: 40, lr: 4.86e-04
2022-08-24 01:50:35,183 INFO [train.py:927] (3/8) Epoch 7, batch 5300, giga_loss[loss=0.2487, simple_loss=0.3214, pruned_loss=0.08797, over 12354.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3204, pruned_loss=0.08614, over 2474744.58 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07372, over 19749.77 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3022, pruned_loss=0.06476, over 2300667.80 frames. utt_duration=1302 frames, utt_pad_proportion=0.04304, over 7077.46 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3246, pruned_loss=0.08965, over 2475746.29 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0748, over 21442.53 utterances.], batch size: 97, lr: 4.86e-04
2022-08-24 01:52:18,769 INFO [train.py:927] (3/8) Epoch 7, batch 5350, giga_loss[loss=0.2332, simple_loss=0.3156, pruned_loss=0.07542, over 12411.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04099, over 40.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3203, pruned_loss=0.08565, over 2474859.56 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06805, over 19418.07 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.302, pruned_loss=0.0646, over 2303057.41 frames. utt_duration=1303 frames, utt_pad_proportion=0.04253, over 7078.27 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.324, pruned_loss=0.08884, over 2475837.21 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06958, over 20919.65 utterances.], batch size: 40, lr: 4.86e-04
2022-08-24 01:54:05,065 INFO [train.py:927] (3/8) Epoch 7, batch 5400, giga_loss[loss=0.2836, simple_loss=0.3406, pruned_loss=0.1133, over 12369.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05308, over 161.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3221, pruned_loss=0.08645, over 2473885.13 frames. utt_duration=510.6 frames, utt_pad_proportion=0.0704, over 19437.58 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3024, pruned_loss=0.06474, over 2305457.40 frames. utt_duration=1303 frames, utt_pad_proportion=0.04251, over 7087.92 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.325, pruned_loss=0.08915, over 2474812.28 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0716, over 20781.47 utterances.], batch size: 161, lr: 4.86e-04
2022-08-24 01:55:50,394 INFO [train.py:927] (3/8) Epoch 7, batch 5450, giga_loss[loss=0.2108, simple_loss=0.303, pruned_loss=0.05931, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04361, over 31.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3237, pruned_loss=0.08664, over 2473734.59 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07725, over 20195.13 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3024, pruned_loss=0.06464, over 2310054.21 frames. utt_duration=1302 frames, utt_pad_proportion=0.04255, over 7104.69 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3266, pruned_loss=0.08947, over 2474832.48 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0781, over 21592.35 utterances.], batch size: 31, lr: 4.86e-04
2022-08-24 01:57:35,359 INFO [train.py:927] (3/8) Epoch 7, batch 5500, giga_loss[loss=0.3475, simple_loss=0.3688, pruned_loss=0.1631, over 12352.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1934, over 364.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3255, pruned_loss=0.08675, over 2472887.09 frames. utt_duration=483 frames, utt_pad_proportion=0.07821, over 20543.43 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3022, pruned_loss=0.06467, over 2312688.50 frames. utt_duration=1302 frames, utt_pad_proportion=0.04246, over 7115.57 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3282, pruned_loss=0.08933, over 2474285.62 frames. utt_duration=454 frames, utt_pad_proportion=0.07907, over 21868.90 utterances.], batch size: 364, lr: 4.85e-04
2022-08-24 01:59:18,455 INFO [train.py:927] (3/8) Epoch 7, batch 5550, giga_loss[loss=0.1881, simple_loss=0.2696, pruned_loss=0.05326, over 12449.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04388, over 34.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3282, pruned_loss=0.08892, over 2473399.84 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07681, over 20467.63 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3024, pruned_loss=0.06487, over 2315983.72 frames. utt_duration=1303 frames, utt_pad_proportion=0.04184, over 7116.26 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3306, pruned_loss=0.09122, over 2474400.58 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07798, over 21754.03 utterances.], batch size: 34, lr: 4.85e-04
2022-08-24 02:01:00,265 INFO [train.py:927] (3/8) Epoch 7, batch 5600, giga_loss[loss=0.2266, simple_loss=0.3023, pruned_loss=0.07544, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02437, over 45.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3291, pruned_loss=0.09033, over 2473487.30 frames. utt_duration=467.9 frames, utt_pad_proportion=0.08363, over 21211.21 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3024, pruned_loss=0.06496, over 2321136.19 frames. utt_duration=1305 frames, utt_pad_proportion=0.04088, over 7122.93 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3319, pruned_loss=0.09288, over 2474519.96 frames. utt_duration=438 frames, utt_pad_proportion=0.08484, over 22672.72 utterances.], batch size: 45, lr: 4.85e-04
2022-08-24 02:02:44,634 INFO [train.py:927] (3/8) Epoch 7, batch 5650, giga_loss[loss=0.2742, simple_loss=0.3462, pruned_loss=0.1011, over 12395.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04875, over 161.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3303, pruned_loss=0.09074, over 2473817.03 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08769, over 22581.72 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3024, pruned_loss=0.06493, over 2324119.33 frames. utt_duration=1294 frames, utt_pad_proportion=0.04468, over 7192.62 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3331, pruned_loss=0.09326, over 2474689.80 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08773, over 23949.50 utterances.], batch size: 161, lr: 4.85e-04
2022-08-24 02:04:29,150 INFO [train.py:927] (3/8) Epoch 7, batch 5700, giga_loss[loss=0.25, simple_loss=0.3244, pruned_loss=0.0878, over 12344.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03413, over 104.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3302, pruned_loss=0.09029, over 2473879.99 frames. utt_duration=441.3 frames, utt_pad_proportion=0.0859, over 22496.44 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3024, pruned_loss=0.06496, over 2328945.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.04356, over 7191.97 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3332, pruned_loss=0.09305, over 2474858.17 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08668, over 24063.47 utterances.], batch size: 104, lr: 4.85e-04
2022-08-24 02:06:14,790 INFO [train.py:927] (3/8) Epoch 7, batch 5750, giga_loss[loss=0.228, simple_loss=0.309, pruned_loss=0.07346, over 12419.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03377, over 75.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3303, pruned_loss=0.09085, over 2474747.98 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08632, over 22970.85 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3026, pruned_loss=0.06492, over 2329768.12 frames. utt_duration=1297 frames, utt_pad_proportion=0.04337, over 7193.01 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3326, pruned_loss=0.09317, over 2475426.31 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08701, over 24268.56 utterances.], batch size: 75, lr: 4.85e-04
2022-08-24 02:08:02,311 INFO [train.py:927] (3/8) Epoch 7, batch 5800, giga_loss[loss=0.3183, simple_loss=0.3566, pruned_loss=0.14, over 12381.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3267, pruned_loss=0.08881, over 2474656.32 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08337, over 21702.80 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3029, pruned_loss=0.06503, over 2334376.23 frames. utt_duration=1298 frames, utt_pad_proportion=0.0426, over 7199.72 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3291, pruned_loss=0.09137, over 2475563.33 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08473, over 23222.46 utterances.], batch size: 257, lr: 4.85e-04
2022-08-24 02:09:48,646 INFO [train.py:927] (3/8) Epoch 7, batch 5850, giga_loss[loss=0.237, simple_loss=0.312, pruned_loss=0.08099, over 12130.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.03858, over 28.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.326, pruned_loss=0.08959, over 2474805.44 frames. utt_duration=448.3 frames, utt_pad_proportion=0.08575, over 22154.70 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.303, pruned_loss=0.06513, over 2337091.09 frames. utt_duration=1302 frames, utt_pad_proportion=0.04194, over 7189.77 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3283, pruned_loss=0.09198, over 2475592.93 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08708, over 23640.40 utterances.], batch size: 28, lr: 4.85e-04
2022-08-24 02:11:37,536 INFO [train.py:927] (3/8) Epoch 7, batch 5900, giga_loss[loss=0.2017, simple_loss=0.2962, pruned_loss=0.05364, over 12391.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03044, over 62.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3248, pruned_loss=0.08899, over 2474494.01 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08627, over 22340.78 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3032, pruned_loss=0.06547, over 2341698.68 frames. utt_duration=1293 frames, utt_pad_proportion=0.04531, over 7255.39 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3272, pruned_loss=0.09137, over 2475254.99 frames. utt_duration=415.1 frames, utt_pad_proportion=0.08681, over 23936.25 utterances.], batch size: 62, lr: 4.85e-04
2022-08-24 02:13:21,502 INFO [train.py:927] (3/8) Epoch 7, batch 5950, giga_loss[loss=0.2282, simple_loss=0.305, pruned_loss=0.07575, over 12435.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04428, over 134.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.08631, over 2474352.16 frames. utt_duration=437 frames, utt_pad_proportion=0.086, over 22725.22 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3026, pruned_loss=0.06539, over 2345947.89 frames. utt_duration=1299 frames, utt_pad_proportion=0.04422, over 7232.92 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3249, pruned_loss=0.08897, over 2475287.49 frames. utt_duration=405.3 frames, utt_pad_proportion=0.08713, over 24517.58 utterances.], batch size: 134, lr: 4.85e-04
2022-08-24 02:15:11,035 INFO [train.py:927] (3/8) Epoch 7, batch 6000, giga_loss[loss=0.2353, simple_loss=0.3116, pruned_loss=0.07947, over 12394.00 frames. utt_duration=973.6 frames, utt_pad_proportion=0.02927, over 51.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3193, pruned_loss=0.08565, over 2474502.15 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08848, over 22867.51 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3023, pruned_loss=0.06518, over 2349292.12 frames. utt_duration=1302 frames, utt_pad_proportion=0.0435, over 7228.03 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3224, pruned_loss=0.08839, over 2475110.03 frames. utt_duration=403.3 frames, utt_pad_proportion=0.08966, over 24636.40 utterances.], batch size: 51, lr: 4.85e-04
2022-08-24 02:15:11,036 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 02:15:24,868 INFO [train.py:967] (3/8) 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 02:17:06,790 INFO [train.py:927] (3/8) Epoch 7, batch 6050, libri_loss[loss=0.2139, simple_loss=0.2969, pruned_loss=0.06544, over 12335.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006696, over 33.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3187, pruned_loss=0.08448, over 2474793.72 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08509, over 21702.87 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3026, pruned_loss=0.06528, over 2353009.91 frames. utt_duration=1300 frames, utt_pad_proportion=0.04294, over 7248.96 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3214, pruned_loss=0.08716, over 2475286.20 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08686, over 23517.52 utterances.], batch size: 33, lr: 4.85e-04
2022-08-24 02:18:52,534 INFO [train.py:927] (3/8) Epoch 7, batch 6100, giga_loss[loss=0.2776, simple_loss=0.3412, pruned_loss=0.107, over 12392.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3204, pruned_loss=0.08513, over 2474804.91 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08159, over 21952.59 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3026, pruned_loss=0.06528, over 2354484.31 frames. utt_duration=1302 frames, utt_pad_proportion=0.04243, over 7240.26 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3228, pruned_loss=0.08751, over 2475504.76 frames. utt_duration=421.1 frames, utt_pad_proportion=0.08352, over 23595.63 utterances.], batch size: 212, lr: 4.85e-04
2022-08-24 02:20:39,447 INFO [train.py:927] (3/8) Epoch 7, batch 6150, giga_loss[loss=0.2335, simple_loss=0.3198, pruned_loss=0.07362, over 12409.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02904, over 62.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3207, pruned_loss=0.08562, over 2474280.82 frames. utt_duration=451.4 frames, utt_pad_proportion=0.0835, over 21995.40 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3028, pruned_loss=0.06537, over 2357873.18 frames. utt_duration=1290 frames, utt_pad_proportion=0.04668, over 7321.34 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3229, pruned_loss=0.08799, over 2474988.28 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08418, over 23635.42 utterances.], batch size: 62, lr: 4.85e-04
2022-08-24 02:22:29,861 INFO [train.py:927] (3/8) Epoch 7, batch 6200, giga_loss[loss=0.2535, simple_loss=0.3224, pruned_loss=0.09227, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03209, over 39.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.08674, over 2473825.49 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08063, over 22250.85 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3025, pruned_loss=0.06529, over 2358811.92 frames. utt_duration=1292 frames, utt_pad_proportion=0.04635, over 7309.15 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3248, pruned_loss=0.08888, over 2474589.53 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08151, over 23687.84 utterances.], batch size: 39, lr: 4.84e-04
2022-08-24 02:24:17,515 INFO [train.py:927] (3/8) Epoch 7, batch 6250, giga_loss[loss=0.2559, simple_loss=0.3314, pruned_loss=0.09017, over 12445.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03675, over 133.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3247, pruned_loss=0.08827, over 2474192.14 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07942, over 22160.65 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3023, pruned_loss=0.06503, over 2361870.78 frames. utt_duration=1292 frames, utt_pad_proportion=0.04632, over 7322.89 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3272, pruned_loss=0.09081, over 2475132.18 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08053, over 23707.55 utterances.], batch size: 133, lr: 4.84e-04
2022-08-24 02:26:04,599 INFO [train.py:927] (3/8) Epoch 7, batch 6300, libri_loss[loss=0.1891, simple_loss=0.2748, pruned_loss=0.05169, over 12347.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005691, over 33.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3246, pruned_loss=0.08653, over 2473918.22 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07927, over 21129.46 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3029, pruned_loss=0.06515, over 2367875.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.0537, over 7498.63 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3273, pruned_loss=0.08968, over 2474713.82 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07887, over 22975.98 utterances.], batch size: 33, lr: 4.84e-04
2022-08-24 02:27:53,544 INFO [train.py:927] (3/8) Epoch 7, batch 6350, giga_loss[loss=0.2569, simple_loss=0.3325, pruned_loss=0.09063, over 12388.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03685, over 113.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3238, pruned_loss=0.08686, over 2473962.46 frames. utt_duration=462 frames, utt_pad_proportion=0.07922, over 21485.29 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3021, pruned_loss=0.06476, over 2370618.06 frames. utt_duration=1271 frames, utt_pad_proportion=0.05254, over 7468.04 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3272, pruned_loss=0.0903, over 2474935.66 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07941, over 23364.18 utterances.], batch size: 113, lr: 4.84e-04
2022-08-24 02:29:41,751 INFO [train.py:927] (3/8) Epoch 7, batch 6400, giga_loss[loss=0.2295, simple_loss=0.3128, pruned_loss=0.07314, over 12358.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02649, over 66.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3239, pruned_loss=0.08743, over 2474065.29 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08425, over 21929.45 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3024, pruned_loss=0.06469, over 2372084.82 frames. utt_duration=1271 frames, utt_pad_proportion=0.05188, over 7472.00 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3267, pruned_loss=0.09048, over 2474902.46 frames. utt_duration=421.1 frames, utt_pad_proportion=0.08434, over 23587.78 utterances.], batch size: 66, lr: 4.84e-04
2022-08-24 02:31:27,467 INFO [train.py:927] (3/8) Epoch 7, batch 6450, giga_loss[loss=0.2241, simple_loss=0.2968, pruned_loss=0.07574, over 12416.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04648, over 161.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3234, pruned_loss=0.08761, over 2474914.93 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07854, over 21490.06 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3023, pruned_loss=0.06455, over 2372986.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.05152, over 7457.32 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3259, pruned_loss=0.09033, over 2475675.90 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07912, over 22930.58 utterances.], batch size: 161, lr: 4.84e-04
2022-08-24 02:33:14,095 INFO [train.py:927] (3/8) Epoch 7, batch 6500, giga_loss[loss=0.2858, simple_loss=0.3346, pruned_loss=0.1185, over 12341.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3234, pruned_loss=0.08844, over 2475164.93 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08633, over 22085.21 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3026, pruned_loss=0.06459, over 2374987.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.05522, over 7533.13 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3254, pruned_loss=0.09096, over 2475800.57 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08551, over 23411.63 utterances.], batch size: 371, lr: 4.84e-04
2022-08-24 02:34:58,321 INFO [train.py:927] (3/8) Epoch 7, batch 6550, libri_loss[loss=0.241, simple_loss=0.3184, pruned_loss=0.0818, over 12433.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02194, over 43.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3239, pruned_loss=0.0887, over 2474945.49 frames. utt_duration=459.3 frames, utt_pad_proportion=0.08308, over 21623.57 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3026, pruned_loss=0.06476, over 2377489.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05448, over 7553.64 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3261, pruned_loss=0.09125, over 2475880.99 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08313, over 23069.39 utterances.], batch size: 43, lr: 4.84e-04
2022-08-24 02:36:42,386 INFO [train.py:927] (3/8) Epoch 7, batch 6600, libri_loss[loss=0.2311, simple_loss=0.3194, pruned_loss=0.07137, over 12447.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009831, over 39.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3236, pruned_loss=0.08867, over 2475172.01 frames. utt_duration=467.2 frames, utt_pad_proportion=0.0808, over 21259.72 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3027, pruned_loss=0.0648, over 2379552.46 frames. utt_duration=1264 frames, utt_pad_proportion=0.05342, over 7538.04 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3258, pruned_loss=0.0912, over 2476229.99 frames. utt_duration=437 frames, utt_pad_proportion=0.08147, over 22741.33 utterances.], batch size: 39, lr: 4.84e-04
2022-08-24 02:38:28,307 INFO [train.py:927] (3/8) Epoch 7, batch 6650, giga_loss[loss=0.3012, simple_loss=0.364, pruned_loss=0.1192, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3227, pruned_loss=0.08841, over 2474763.98 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07898, over 21032.87 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3024, pruned_loss=0.06473, over 2382053.35 frames. utt_duration=1271 frames, utt_pad_proportion=0.05235, over 7508.18 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3252, pruned_loss=0.09111, over 2475887.02 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08018, over 22607.75 utterances.], batch size: 91, lr: 4.84e-04
2022-08-24 02:40:13,599 INFO [train.py:927] (3/8) Epoch 7, batch 6700, giga_loss[loss=0.2331, simple_loss=0.3157, pruned_loss=0.07528, over 12465.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3221, pruned_loss=0.08792, over 2474544.05 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08356, over 21193.89 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3017, pruned_loss=0.06456, over 2385552.64 frames. utt_duration=1273 frames, utt_pad_proportion=0.05166, over 7504.32 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3254, pruned_loss=0.09112, over 2475570.21 frames. utt_duration=432.7 frames, utt_pad_proportion=0.0847, over 22961.78 utterances.], batch size: 75, lr: 4.84e-04
2022-08-24 02:41:58,063 INFO [train.py:927] (3/8) Epoch 7, batch 6750, giga_loss[loss=0.2563, simple_loss=0.3234, pruned_loss=0.09464, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3258, pruned_loss=0.09092, over 2474235.55 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08437, over 21548.23 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06471, over 2387958.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.05143, over 7513.67 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.329, pruned_loss=0.09403, over 2475272.15 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08561, over 23338.40 utterances.], batch size: 133, lr: 4.84e-04
2022-08-24 02:43:43,894 INFO [train.py:927] (3/8) Epoch 7, batch 6800, giga_loss[loss=0.3794, simple_loss=0.4043, pruned_loss=0.1772, over 12374.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3274, pruned_loss=0.09126, over 2474058.09 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08391, over 21484.54 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06473, over 2389290.46 frames. utt_duration=1275 frames, utt_pad_proportion=0.0511, over 7502.93 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3303, pruned_loss=0.09408, over 2474845.05 frames. utt_duration=430 frames, utt_pad_proportion=0.08516, over 23101.64 utterances.], batch size: 259, lr: 4.84e-04
2022-08-24 02:45:29,140 INFO [train.py:927] (3/8) Epoch 7, batch 6850, giga_loss[loss=0.2387, simple_loss=0.321, pruned_loss=0.07818, over 12417.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03902, over 105.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3267, pruned_loss=0.0904, over 2473811.96 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08258, over 21684.48 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3018, pruned_loss=0.06472, over 2390434.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.0505, over 7493.47 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3293, pruned_loss=0.09299, over 2474514.10 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08396, over 23165.35 utterances.], batch size: 105, lr: 4.84e-04
2022-08-24 02:47:13,091 INFO [train.py:927] (3/8) Epoch 7, batch 6900, giga_loss[loss=0.3062, simple_loss=0.3646, pruned_loss=0.1239, over 12406.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06761, over 184.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.326, pruned_loss=0.08965, over 2473936.79 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07994, over 20876.38 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06476, over 2392359.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.04983, over 7499.54 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3285, pruned_loss=0.09211, over 2474240.90 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08163, over 22295.95 utterances.], batch size: 184, lr: 4.83e-04
2022-08-24 02:49:02,565 INFO [train.py:927] (3/8) Epoch 7, batch 6950, giga_loss[loss=0.2206, simple_loss=0.2963, pruned_loss=0.07251, over 12155.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03342, over 36.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3256, pruned_loss=0.0897, over 2474466.12 frames. utt_duration=482.7 frames, utt_pad_proportion=0.08042, over 20566.79 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.302, pruned_loss=0.06477, over 2393629.39 frames. utt_duration=1278 frames, utt_pad_proportion=0.04937, over 7500.98 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3278, pruned_loss=0.09197, over 2474663.41 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08204, over 21865.45 utterances.], batch size: 36, lr: 4.83e-04
2022-08-24 02:50:46,557 INFO [train.py:927] (3/8) Epoch 7, batch 7000, giga_loss[loss=0.2639, simple_loss=0.3352, pruned_loss=0.09625, over 12398.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04791, over 161.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3265, pruned_loss=0.09024, over 2474615.12 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07683, over 20272.72 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.302, pruned_loss=0.06462, over 2395109.28 frames. utt_duration=1283 frames, utt_pad_proportion=0.04882, over 7476.16 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3286, pruned_loss=0.09262, over 2474864.08 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07866, over 21559.11 utterances.], batch size: 161, lr: 4.83e-04
2022-08-24 02:52:33,059 INFO [train.py:927] (3/8) Epoch 7, batch 7050, giga_loss[loss=0.2711, simple_loss=0.3404, pruned_loss=0.1009, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03017, over 97.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3279, pruned_loss=0.09092, over 2474963.87 frames. utt_duration=489.3 frames, utt_pad_proportion=0.0731, over 20293.86 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3022, pruned_loss=0.06463, over 2396644.95 frames. utt_duration=1286 frames, utt_pad_proportion=0.04805, over 7464.71 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3299, pruned_loss=0.09329, over 2475222.61 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07513, over 21555.94 utterances.], batch size: 97, lr: 4.83e-04
2022-08-24 02:54:17,990 INFO [train.py:927] (3/8) Epoch 7, batch 7100, giga_loss[loss=0.2477, simple_loss=0.3223, pruned_loss=0.08658, over 12445.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03164, over 55.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.327, pruned_loss=0.08983, over 2474716.79 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07168, over 19886.52 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.302, pruned_loss=0.06459, over 2398307.30 frames. utt_duration=1289 frames, utt_pad_proportion=0.04731, over 7450.51 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3293, pruned_loss=0.09221, over 2474826.02 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07376, over 21125.80 utterances.], batch size: 55, lr: 4.83e-04
2022-08-24 02:56:03,220 INFO [train.py:927] (3/8) Epoch 7, batch 7150, libri_loss[loss=0.1935, simple_loss=0.2866, pruned_loss=0.05023, over 12231.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005826, over 34.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3271, pruned_loss=0.09004, over 2475403.37 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06981, over 19998.14 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3019, pruned_loss=0.06447, over 2399968.17 frames. utt_duration=1291 frames, utt_pad_proportion=0.04646, over 7447.16 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3296, pruned_loss=0.09268, over 2475744.55 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07204, over 21296.43 utterances.], batch size: 34, lr: 4.83e-04
2022-08-24 02:57:49,934 INFO [train.py:927] (3/8) Epoch 7, batch 7200, giga_loss[loss=0.2086, simple_loss=0.2873, pruned_loss=0.06496, over 12405.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02412, over 66.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3261, pruned_loss=0.08978, over 2475548.77 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06866, over 20159.94 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3023, pruned_loss=0.06479, over 2401041.93 frames. utt_duration=1291 frames, utt_pad_proportion=0.04582, over 7446.29 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3282, pruned_loss=0.09203, over 2476171.87 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07078, over 21398.74 utterances.], batch size: 66, lr: 4.83e-04
2022-08-24 02:59:34,312 INFO [train.py:927] (3/8) Epoch 7, batch 7250, giga_loss[loss=0.2501, simple_loss=0.3041, pruned_loss=0.0981, over 12369.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3222, pruned_loss=0.08821, over 2474740.04 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06877, over 19824.49 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3021, pruned_loss=0.06476, over 2402781.00 frames. utt_duration=1297 frames, utt_pad_proportion=0.04483, over 7419.29 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3247, pruned_loss=0.09071, over 2475671.90 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07098, over 21188.76 utterances.], batch size: 370, lr: 4.83e-04
2022-08-24 03:01:21,560 INFO [train.py:927] (3/8) Epoch 7, batch 7300, giga_loss[loss=0.2182, simple_loss=0.2989, pruned_loss=0.06872, over 12317.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03247, over 70.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3198, pruned_loss=0.08703, over 2473575.73 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06776, over 19308.08 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3023, pruned_loss=0.06479, over 2404483.05 frames. utt_duration=1289 frames, utt_pad_proportion=0.04795, over 7469.97 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3221, pruned_loss=0.08972, over 2475000.07 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06899, over 20734.58 utterances.], batch size: 70, lr: 4.83e-04
2022-08-24 03:03:07,342 INFO [train.py:927] (3/8) Epoch 7, batch 7350, libri_loss[loss=0.2399, simple_loss=0.3279, pruned_loss=0.07598, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02672, over 45.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3198, pruned_loss=0.08528, over 2474032.65 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07067, over 20540.74 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3024, pruned_loss=0.06483, over 2405289.13 frames. utt_duration=1289 frames, utt_pad_proportion=0.04747, over 7469.95 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3218, pruned_loss=0.08767, over 2475393.89 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07169, over 21845.65 utterances.], batch size: 45, lr: 4.83e-04
2022-08-24 03:04:51,548 INFO [train.py:927] (3/8) Epoch 7, batch 7400, giga_loss[loss=0.2418, simple_loss=0.311, pruned_loss=0.08626, over 12397.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3174, pruned_loss=0.08189, over 2474954.42 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07034, over 21051.04 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3022, pruned_loss=0.06467, over 2408413.09 frames. utt_duration=1296 frames, utt_pad_proportion=0.04592, over 7441.46 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3198, pruned_loss=0.08473, over 2475985.70 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07191, over 22702.53 utterances.], batch size: 258, lr: 4.83e-04
2022-08-24 03:06:38,486 INFO [train.py:927] (3/8) Epoch 7, batch 7450, libri_loss[loss=0.1943, simple_loss=0.2705, pruned_loss=0.05902, over 12475.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008477, over 29.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3148, pruned_loss=0.0785, over 2475255.82 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07096, over 21335.69 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3023, pruned_loss=0.06469, over 2410158.42 frames. utt_duration=1297 frames, utt_pad_proportion=0.04517, over 7439.31 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.317, pruned_loss=0.0811, over 2475998.47 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07257, over 22978.63 utterances.], batch size: 29, lr: 4.83e-04
2022-08-24 03:08:24,427 INFO [train.py:927] (3/8) Epoch 7, batch 7500, giga_loss[loss=0.2278, simple_loss=0.3202, pruned_loss=0.06773, over 12359.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3144, pruned_loss=0.07677, over 2475571.58 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0723, over 21861.96 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3022, pruned_loss=0.06465, over 2410400.48 frames. utt_duration=1300 frames, utt_pad_proportion=0.04484, over 7427.94 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3164, pruned_loss=0.07896, over 2476503.30 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07361, over 23284.58 utterances.], batch size: 97, lr: 4.83e-04
2022-08-24 03:10:09,556 INFO [train.py:927] (3/8) Epoch 7, batch 7550, giga_loss[loss=0.2371, simple_loss=0.3129, pruned_loss=0.08061, over 12385.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03879, over 145.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3126, pruned_loss=0.07513, over 2475703.24 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07325, over 22387.96 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3024, pruned_loss=0.06464, over 2411431.22 frames. utt_duration=1303 frames, utt_pad_proportion=0.04418, over 7410.54 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3141, pruned_loss=0.07707, over 2476676.46 frames. utt_duration=417.8 frames, utt_pad_proportion=0.07454, over 23792.51 utterances.], batch size: 145, lr: 4.82e-04
2022-08-24 03:11:52,674 INFO [train.py:927] (3/8) Epoch 7, batch 7600, giga_loss[loss=0.2482, simple_loss=0.3231, pruned_loss=0.08659, over 12362.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3125, pruned_loss=0.07455, over 2476216.97 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07407, over 23414.68 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3033, pruned_loss=0.06478, over 2412571.33 frames. utt_duration=1300 frames, utt_pad_proportion=0.04415, over 7432.22 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.313, pruned_loss=0.07609, over 2476821.41 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07516, over 24715.82 utterances.], batch size: 91, lr: 4.82e-04
2022-08-24 03:13:36,248 INFO [train.py:927] (3/8) Epoch 7, batch 7650, giga_loss[loss=0.2055, simple_loss=0.2957, pruned_loss=0.05766, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0268, over 91.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3107, pruned_loss=0.07297, over 2476421.32 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07147, over 23478.47 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3034, pruned_loss=0.06485, over 2413356.34 frames. utt_duration=1300 frames, utt_pad_proportion=0.04371, over 7431.77 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3112, pruned_loss=0.07426, over 2477046.39 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07268, over 24724.07 utterances.], batch size: 91, lr: 4.82e-04
2022-08-24 03:15:17,496 INFO [train.py:927] (3/8) Epoch 7, batch 7700, giga_loss[loss=0.2069, simple_loss=0.2863, pruned_loss=0.06372, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03137, over 80.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3062, pruned_loss=0.06983, over 2475967.38 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07096, over 23707.36 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3033, pruned_loss=0.06486, over 2414026.45 frames. utt_duration=1289 frames, utt_pad_proportion=0.04787, over 7499.38 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3067, pruned_loss=0.07091, over 2476691.95 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07092, over 24840.31 utterances.], batch size: 80, lr: 4.82e-04
2022-08-24 03:17:00,958 INFO [train.py:927] (3/8) Epoch 7, batch 7750, libri_loss[loss=0.2031, simple_loss=0.2911, pruned_loss=0.05756, over 12442.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007115, over 32.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3042, pruned_loss=0.06917, over 2476782.36 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06942, over 23977.98 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.303, pruned_loss=0.06485, over 2415106.39 frames. utt_duration=1294 frames, utt_pad_proportion=0.0472, over 7476.53 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.305, pruned_loss=0.07012, over 2477515.18 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06975, over 25207.95 utterances.], batch size: 32, lr: 4.82e-04
2022-08-24 03:18:56,160 INFO [train.py:927] (3/8) Epoch 7, batch 7800, giga_loss[loss=0.2439, simple_loss=0.33, pruned_loss=0.07889, over 12393.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06437, over 183.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3049, pruned_loss=0.06901, over 2477222.22 frames. utt_duration=394.4 frames, utt_pad_proportion=0.0728, over 25214.02 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.303, pruned_loss=0.06483, over 2416444.36 frames. utt_duration=1296 frames, utt_pad_proportion=0.04645, over 7466.12 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3055, pruned_loss=0.06985, over 2477700.26 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07318, over 26482.98 utterances.], batch size: 183, lr: 4.82e-04
2022-08-24 03:20:59,762 INFO [train.py:927] (3/8) Epoch 7, batch 7850, giga_loss[loss=0.2137, simple_loss=0.2965, pruned_loss=0.06544, over 12408.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.0496, over 147.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3054, pruned_loss=0.06863, over 2477511.99 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06959, over 24890.23 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3031, pruned_loss=0.06495, over 2418293.43 frames. utt_duration=1302 frames, utt_pad_proportion=0.0453, over 7437.20 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3059, pruned_loss=0.06931, over 2478125.62 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07057, over 26511.28 utterances.], batch size: 147, lr: 4.82e-04
2022-08-24 03:23:07,291 INFO [train.py:927] (3/8) Epoch 7, batch 7900, giga_loss[loss=0.1989, simple_loss=0.2895, pruned_loss=0.05417, over 12410.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07365, over 212.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3032, pruned_loss=0.06679, over 2477206.40 frames. utt_duration=395 frames, utt_pad_proportion=0.06828, over 25172.06 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3027, pruned_loss=0.06482, over 2418825.67 frames. utt_duration=1306 frames, utt_pad_proportion=0.04483, over 7418.77 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3039, pruned_loss=0.06748, over 2478014.12 frames. utt_duration=372.5 frames, utt_pad_proportion=0.0693, over 26711.19 utterances.], batch size: 212, lr: 4.82e-04
2022-08-24 03:25:17,508 INFO [train.py:927] (3/8) Epoch 7, batch 7950, giga_loss[loss=0.1834, simple_loss=0.2673, pruned_loss=0.04973, over 12411.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02339, over 48.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3002, pruned_loss=0.06493, over 2476604.35 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06809, over 24210.14 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3022, pruned_loss=0.06454, over 2421511.86 frames. utt_duration=1299 frames, utt_pad_proportion=0.04717, over 7463.33 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3012, pruned_loss=0.06582, over 2477929.82 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06884, over 26397.69 utterances.], batch size: 48, lr: 4.82e-04
2022-08-24 03:27:13,456 INFO [train.py:927] (3/8) Epoch 7, batch 8000, giga_loss[loss=0.1909, simple_loss=0.2877, pruned_loss=0.04707, over 12361.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2984, pruned_loss=0.06396, over 2476921.81 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06709, over 24538.41 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3028, pruned_loss=0.06483, over 2422469.09 frames. utt_duration=1297 frames, utt_pad_proportion=0.04674, over 7482.02 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2987, pruned_loss=0.06443, over 2478087.23 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06798, over 26547.84 utterances.], batch size: 62, lr: 4.82e-04
2022-08-24 03:29:16,464 INFO [train.py:927] (3/8) Epoch 7, batch 8050, giga_loss[loss=0.2016, simple_loss=0.2957, pruned_loss=0.05372, over 12434.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03461, over 31.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3, pruned_loss=0.06427, over 2477171.91 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06935, over 25472.80 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3027, pruned_loss=0.06479, over 2423794.41 frames. utt_duration=1300 frames, utt_pad_proportion=0.04595, over 7469.05 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3002, pruned_loss=0.06467, over 2478129.69 frames. utt_duration=362.2 frames, utt_pad_proportion=0.0702, over 27465.13 utterances.], batch size: 31, lr: 4.82e-04
2022-08-24 03:31:29,491 INFO [train.py:927] (3/8) Epoch 7, batch 8100, giga_loss[loss=0.2293, simple_loss=0.3095, pruned_loss=0.07458, over 12408.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2988, pruned_loss=0.06366, over 2476768.25 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06982, over 25165.72 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.303, pruned_loss=0.06485, over 2424610.24 frames. utt_duration=1303 frames, utt_pad_proportion=0.04526, over 7453.37 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2986, pruned_loss=0.0639, over 2477968.90 frames. utt_duration=366.4 frames, utt_pad_proportion=0.07076, over 27145.14 utterances.], batch size: 80, lr: 4.82e-04
2022-08-24 03:33:29,275 INFO [train.py:927] (3/8) Epoch 7, batch 8150, giga_loss[loss=0.1922, simple_loss=0.298, pruned_loss=0.04317, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02848, over 55.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3017, pruned_loss=0.06431, over 2477198.57 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06754, over 24895.28 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3031, pruned_loss=0.06477, over 2425265.12 frames. utt_duration=1305 frames, utt_pad_proportion=0.04476, over 7440.46 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3014, pruned_loss=0.06456, over 2478504.45 frames. utt_duration=371.2 frames, utt_pad_proportion=0.06869, over 26801.82 utterances.], batch size: 55, lr: 4.82e-04
2022-08-24 03:35:32,940 INFO [train.py:927] (3/8) Epoch 7, batch 8200, giga_loss[loss=0.2006, simple_loss=0.3023, pruned_loss=0.04949, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0269, over 42.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3021, pruned_loss=0.06294, over 2477273.57 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06884, over 24627.60 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3029, pruned_loss=0.06458, over 2427051.10 frames. utt_duration=1308 frames, utt_pad_proportion=0.04361, over 7431.37 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.302, pruned_loss=0.06327, over 2478342.24 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07016, over 26724.45 utterances.], batch size: 42, lr: 4.82e-04
2022-08-24 03:37:41,391 INFO [train.py:927] (3/8) Epoch 7, batch 8250, giga_loss[loss=0.2168, simple_loss=0.3038, pruned_loss=0.06494, over 12437.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04819, over 147.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.3022, pruned_loss=0.06251, over 2477255.22 frames. utt_duration=408 frames, utt_pad_proportion=0.06829, over 24359.01 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3027, pruned_loss=0.06454, over 2428161.98 frames. utt_duration=1308 frames, utt_pad_proportion=0.04279, over 7434.45 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.3022, pruned_loss=0.06276, over 2478441.33 frames. utt_duration=375.5 frames, utt_pad_proportion=0.0698, over 26491.31 utterances.], batch size: 147, lr: 4.81e-04
2022-08-24 03:40:08,569 INFO [train.py:927] (3/8) Epoch 7, batch 8300, giga_loss[loss=0.2311, simple_loss=0.3136, pruned_loss=0.07434, over 12332.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02585, over 79.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3019, pruned_loss=0.06336, over 2476983.87 frames. utt_duration=417.8 frames, utt_pad_proportion=0.0664, over 23785.00 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3027, pruned_loss=0.06452, over 2429192.59 frames. utt_duration=1310 frames, utt_pad_proportion=0.04212, over 7427.75 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.302, pruned_loss=0.06354, over 2477887.32 frames. utt_duration=386 frames, utt_pad_proportion=0.06804, over 25757.01 utterances.], batch size: 79, lr: 4.81e-04
2022-08-24 03:42:17,004 INFO [train.py:927] (3/8) Epoch 7, batch 8350, giga_loss[loss=0.2081, simple_loss=0.3023, pruned_loss=0.05695, over 12377.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04624, over 146.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2999, pruned_loss=0.06276, over 2477097.67 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06514, over 23640.34 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3025, pruned_loss=0.0643, over 2430355.71 frames. utt_duration=1309 frames, utt_pad_proportion=0.04203, over 7437.72 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.3, pruned_loss=0.06306, over 2478037.00 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06675, over 25629.69 utterances.], batch size: 146, lr: 4.81e-04
2022-08-24 03:44:28,166 INFO [train.py:927] (3/8) Epoch 7, batch 8400, libri_loss[loss=0.2688, simple_loss=0.3554, pruned_loss=0.09112, over 12448.00 frames. utt_duration=434.7 frames, utt_pad_proportion=0.3219, over 115.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2978, pruned_loss=0.06219, over 2477273.44 frames. utt_duration=396 frames, utt_pad_proportion=0.07592, over 25095.15 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3031, pruned_loss=0.06433, over 2431314.79 frames. utt_duration=1297 frames, utt_pad_proportion=0.04601, over 7508.12 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2973, pruned_loss=0.06234, over 2478001.31 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07561, over 26938.64 utterances.], batch size: 115, lr: 4.81e-04
2022-08-24 03:46:34,020 INFO [train.py:927] (3/8) Epoch 7, batch 8450, giga_loss[loss=0.2171, simple_loss=0.3077, pruned_loss=0.06325, over 12439.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04885, over 162.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2997, pruned_loss=0.0628, over 2478029.72 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07458, over 24920.47 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3035, pruned_loss=0.06441, over 2432271.32 frames. utt_duration=1283 frames, utt_pad_proportion=0.05066, over 7591.04 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2988, pruned_loss=0.0628, over 2478578.91 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07335, over 26606.35 utterances.], batch size: 162, lr: 4.81e-04
2022-08-24 03:48:31,675 INFO [train.py:927] (3/8) Epoch 7, batch 8500, giga_loss[loss=0.1958, simple_loss=0.2846, pruned_loss=0.05353, over 12363.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2984, pruned_loss=0.06323, over 2477961.49 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07203, over 24530.71 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3026, pruned_loss=0.06396, over 2433058.04 frames. utt_duration=1290 frames, utt_pad_proportion=0.0496, over 7554.68 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2984, pruned_loss=0.06359, over 2478902.37 frames. utt_duration=377.3 frames, utt_pad_proportion=0.07158, over 26365.85 utterances.], batch size: 58, lr: 4.81e-04
2022-08-24 03:50:45,863 INFO [train.py:927] (3/8) Epoch 7, batch 8550, giga_loss[loss=0.2286, simple_loss=0.3193, pruned_loss=0.06893, over 12421.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04755, over 161.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2998, pruned_loss=0.06362, over 2478171.13 frames. utt_duration=402.6 frames, utt_pad_proportion=0.07117, over 24694.94 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3024, pruned_loss=0.06389, over 2433506.33 frames. utt_duration=1290 frames, utt_pad_proportion=0.04929, over 7553.11 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2999, pruned_loss=0.06397, over 2478912.01 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07101, over 26295.20 utterances.], batch size: 161, lr: 4.81e-04
2022-08-24 03:53:04,834 INFO [train.py:927] (3/8) Epoch 7, batch 8600, giga_loss[loss=0.2068, simple_loss=0.2848, pruned_loss=0.06437, over 12426.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06901, over 213.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2991, pruned_loss=0.0633, over 2477841.96 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06986, over 24294.69 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3021, pruned_loss=0.06384, over 2435216.83 frames. utt_duration=1296 frames, utt_pad_proportion=0.04776, over 7527.37 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2994, pruned_loss=0.0636, over 2478483.39 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07044, over 26218.18 utterances.], batch size: 213, lr: 4.81e-04
2022-08-24 03:55:10,580 INFO [train.py:927] (3/8) Epoch 7, batch 8650, giga_loss[loss=0.1892, simple_loss=0.2758, pruned_loss=0.05136, over 12431.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05646, over 182.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2951, pruned_loss=0.06236, over 2477800.47 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07536, over 24785.97 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3026, pruned_loss=0.06414, over 2436342.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.05689, over 7691.48 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2948, pruned_loss=0.06232, over 2478434.86 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0734, over 26615.63 utterances.], batch size: 182, lr: 4.81e-04
2022-08-24 03:56:59,641 INFO [train.py:927] (3/8) Epoch 7, batch 8700, giga_loss[loss=0.1949, simple_loss=0.2913, pruned_loss=0.04929, over 12456.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03136, over 75.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2954, pruned_loss=0.06253, over 2477586.60 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07198, over 24305.49 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3027, pruned_loss=0.06418, over 2437085.37 frames. utt_duration=1270 frames, utt_pad_proportion=0.05569, over 7682.15 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2948, pruned_loss=0.0624, over 2478903.59 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07108, over 26400.96 utterances.], batch size: 75, lr: 4.81e-04
2022-08-24 03:59:00,409 INFO [train.py:927] (3/8) Epoch 7, batch 8750, giga_loss[loss=0.2097, simple_loss=0.2984, pruned_loss=0.06053, over 12340.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2945, pruned_loss=0.06212, over 2477608.12 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07189, over 24882.67 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3025, pruned_loss=0.06411, over 2437755.17 frames. utt_duration=1272 frames, utt_pad_proportion=0.05486, over 7674.57 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2941, pruned_loss=0.06205, over 2478783.15 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07149, over 26851.21 utterances.], batch size: 62, lr: 4.81e-04
2022-08-24 04:01:14,557 INFO [train.py:927] (3/8) Epoch 7, batch 8800, giga_loss[loss=0.2031, simple_loss=0.2872, pruned_loss=0.05945, over 12421.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2942, pruned_loss=0.06214, over 2478011.88 frames. utt_duration=403 frames, utt_pad_proportion=0.07154, over 24668.82 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3025, pruned_loss=0.06422, over 2439045.32 frames. utt_duration=1264 frames, utt_pad_proportion=0.05786, over 7728.70 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2936, pruned_loss=0.0619, over 2479251.61 frames. utt_duration=370.7 frames, utt_pad_proportion=0.0706, over 26836.51 utterances.], batch size: 133, lr: 4.81e-04
2022-08-24 04:03:24,333 INFO [train.py:927] (3/8) Epoch 7, batch 8850, giga_loss[loss=0.2249, simple_loss=0.307, pruned_loss=0.07141, over 12380.00 frames. utt_duration=410.2 frames, utt_pad_proportion=0.02799, over 121.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2941, pruned_loss=0.06184, over 2478466.15 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07102, over 24565.13 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3029, pruned_loss=0.06437, over 2439842.14 frames. utt_duration=1261 frames, utt_pad_proportion=0.05789, over 7750.75 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2931, pruned_loss=0.06147, over 2479435.64 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07041, over 26578.23 utterances.], batch size: 121, lr: 4.81e-04
2022-08-24 04:05:26,466 INFO [train.py:927] (3/8) Epoch 7, batch 8900, giga_loss[loss=0.1803, simple_loss=0.2717, pruned_loss=0.04447, over 12342.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02942, over 66.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.294, pruned_loss=0.06194, over 2478875.22 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06765, over 23994.30 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.303, pruned_loss=0.06432, over 2440985.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05674, over 7731.66 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2928, pruned_loss=0.06161, over 2479647.53 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06776, over 26067.33 utterances.], batch size: 66, lr: 4.81e-04
2022-08-24 04:07:24,421 INFO [train.py:927] (3/8) Epoch 7, batch 8950, giga_loss[loss=0.2118, simple_loss=0.3166, pruned_loss=0.05352, over 12337.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03137, over 70.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.06103, over 2478572.12 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06883, over 24781.38 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3024, pruned_loss=0.06395, over 2441145.33 frames. utt_duration=1270 frames, utt_pad_proportion=0.056, over 7698.27 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2934, pruned_loss=0.06102, over 2479717.23 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06906, over 26742.74 utterances.], batch size: 70, lr: 4.80e-04
2022-08-24 04:09:25,088 INFO [train.py:927] (3/8) Epoch 7, batch 9000, giga_loss[loss=0.1951, simple_loss=0.2871, pruned_loss=0.05156, over 12208.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02918, over 39.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2953, pruned_loss=0.06136, over 2477725.46 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06835, over 24724.07 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3019, pruned_loss=0.06385, over 2441842.52 frames. utt_duration=1277 frames, utt_pad_proportion=0.05469, over 7655.47 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.295, pruned_loss=0.06135, over 2479204.57 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06902, over 26906.71 utterances.], batch size: 39, lr: 4.80e-04
2022-08-24 04:09:25,088 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 04:09:39,709 INFO [train.py:967] (3/8) 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 04:11:42,177 INFO [train.py:927] (3/8) Epoch 7, batch 9050, giga_loss[loss=0.2203, simple_loss=0.3077, pruned_loss=0.06643, over 12405.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2952, pruned_loss=0.06115, over 2477809.08 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06809, over 25208.88 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3017, pruned_loss=0.06368, over 2442399.06 frames. utt_duration=1276 frames, utt_pad_proportion=0.0546, over 7663.24 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2951, pruned_loss=0.06125, over 2479103.46 frames. utt_duration=365.4 frames, utt_pad_proportion=0.06871, over 27230.54 utterances.], batch size: 161, lr: 4.80e-04
2022-08-24 04:13:45,540 INFO [train.py:927] (3/8) Epoch 7, batch 9100, giga_loss[loss=0.1694, simple_loss=0.2515, pruned_loss=0.0436, over 12354.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.03003, over 66.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2945, pruned_loss=0.06088, over 2477441.43 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06656, over 24370.26 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3016, pruned_loss=0.06366, over 2443585.38 frames. utt_duration=1282 frames, utt_pad_proportion=0.0529, over 7631.22 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2942, pruned_loss=0.06085, over 2478829.35 frames. utt_duration=371.8 frames, utt_pad_proportion=0.0678, over 26754.56 utterances.], batch size: 66, lr: 4.80e-04
2022-08-24 04:15:50,689 INFO [train.py:927] (3/8) Epoch 7, batch 9150, giga_loss[loss=0.2296, simple_loss=0.3102, pruned_loss=0.07451, over 12444.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04458, over 134.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.06103, over 2477105.72 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06777, over 24657.26 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3013, pruned_loss=0.06362, over 2444312.81 frames. utt_duration=1285 frames, utt_pad_proportion=0.0517, over 7615.33 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2937, pruned_loss=0.06096, over 2478497.00 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06908, over 27046.64 utterances.], batch size: 134, lr: 4.80e-04
2022-08-24 04:17:55,465 INFO [train.py:927] (3/8) Epoch 7, batch 9200, giga_loss[loss=0.1978, simple_loss=0.2773, pruned_loss=0.05914, over 12459.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03316, over 43.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06135, over 2477277.13 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06507, over 24021.98 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3011, pruned_loss=0.06351, over 2444697.72 frames. utt_duration=1289 frames, utt_pad_proportion=0.05094, over 7598.08 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06136, over 2478640.21 frames. utt_duration=379 frames, utt_pad_proportion=0.06662, over 26241.60 utterances.], batch size: 43, lr: 4.80e-04
2022-08-24 04:19:48,120 INFO [train.py:927] (3/8) Epoch 7, batch 9250, giga_loss[loss=0.1928, simple_loss=0.2908, pruned_loss=0.04742, over 12326.00 frames. utt_duration=796.7 frames, utt_pad_proportion=0.03425, over 62.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2973, pruned_loss=0.06244, over 2476835.87 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06547, over 23331.42 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06342, over 2445506.41 frames. utt_duration=1288 frames, utt_pad_proportion=0.0499, over 7601.91 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2973, pruned_loss=0.06249, over 2478230.59 frames. utt_duration=388.1 frames, utt_pad_proportion=0.0671, over 25619.51 utterances.], batch size: 62, lr: 4.80e-04
2022-08-24 04:22:07,168 INFO [train.py:927] (3/8) Epoch 7, batch 9300, giga_loss[loss=0.1668, simple_loss=0.2592, pruned_loss=0.03725, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02551, over 48.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2973, pruned_loss=0.0623, over 2477482.50 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06667, over 24114.58 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3011, pruned_loss=0.06351, over 2445828.66 frames. utt_duration=1285 frames, utt_pad_proportion=0.05042, over 7620.76 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2971, pruned_loss=0.06226, over 2478570.22 frames. utt_duration=382 frames, utt_pad_proportion=0.06776, over 26036.23 utterances.], batch size: 48, lr: 4.80e-04
2022-08-24 04:24:09,641 INFO [train.py:927] (3/8) Epoch 7, batch 9350, giga_loss[loss=0.2241, simple_loss=0.2993, pruned_loss=0.07441, over 12405.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2969, pruned_loss=0.06195, over 2477826.49 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06389, over 23799.84 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3012, pruned_loss=0.06333, over 2446829.83 frames. utt_duration=1290 frames, utt_pad_proportion=0.04928, over 7593.49 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2965, pruned_loss=0.06203, over 2478799.80 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06539, over 25879.77 utterances.], batch size: 257, lr: 4.80e-04
2022-08-24 04:26:15,419 INFO [train.py:927] (3/8) Epoch 7, batch 9400, giga_loss[loss=0.2155, simple_loss=0.2935, pruned_loss=0.0688, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03077, over 91.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2967, pruned_loss=0.06274, over 2478073.18 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06587, over 24228.34 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3013, pruned_loss=0.06343, over 2447551.85 frames. utt_duration=1291 frames, utt_pad_proportion=0.04866, over 7591.59 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2962, pruned_loss=0.06271, over 2478617.89 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06712, over 26085.68 utterances.], batch size: 91, lr: 4.80e-04
2022-08-24 04:28:17,136 INFO [train.py:927] (3/8) Epoch 7, batch 9450, libri_loss[loss=0.2795, simple_loss=0.3593, pruned_loss=0.09985, over 12434.00 frames. utt_duration=419.7 frames, utt_pad_proportion=0.3453, over 119.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2962, pruned_loss=0.06246, over 2477994.13 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07035, over 24961.95 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3017, pruned_loss=0.06371, over 2447816.98 frames. utt_duration=1278 frames, utt_pad_proportion=0.05307, over 7670.68 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2954, pruned_loss=0.06215, over 2478456.35 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0699, over 26511.83 utterances.], batch size: 119, lr: 4.80e-04
2022-08-24 04:30:20,738 INFO [train.py:927] (3/8) Epoch 7, batch 9500, giga_loss[loss=0.253, simple_loss=0.3329, pruned_loss=0.08652, over 12393.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2964, pruned_loss=0.06096, over 2477272.31 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07067, over 24509.10 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.302, pruned_loss=0.06373, over 2448174.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05265, over 7671.98 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2955, pruned_loss=0.06068, over 2477582.00 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07044, over 25875.61 utterances.], batch size: 258, lr: 4.80e-04
2022-08-24 04:32:25,584 INFO [train.py:927] (3/8) Epoch 7, batch 9550, libri_loss[loss=0.2077, simple_loss=0.2968, pruned_loss=0.05934, over 12292.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005838, over 32.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.297, pruned_loss=0.06064, over 2477019.51 frames. utt_duration=410.8 frames, utt_pad_proportion=0.0692, over 24190.19 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3019, pruned_loss=0.06364, over 2448290.46 frames. utt_duration=1282 frames, utt_pad_proportion=0.05163, over 7650.35 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2963, pruned_loss=0.06043, over 2477787.65 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06945, over 25658.83 utterances.], batch size: 32, lr: 4.80e-04
2022-08-24 04:34:25,099 INFO [train.py:927] (3/8) Epoch 7, batch 9600, giga_loss[loss=0.2069, simple_loss=0.2922, pruned_loss=0.06077, over 12386.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06823, over 212.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2964, pruned_loss=0.06033, over 2477785.92 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06712, over 24530.30 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3014, pruned_loss=0.06343, over 2449466.57 frames. utt_duration=1282 frames, utt_pad_proportion=0.05092, over 7652.51 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.296, pruned_loss=0.06026, over 2478377.22 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06781, over 26346.73 utterances.], batch size: 212, lr: 4.80e-04
2022-08-24 04:36:42,122 INFO [train.py:927] (3/8) Epoch 7, batch 9650, giga_loss[loss=0.2255, simple_loss=0.31, pruned_loss=0.07048, over 12397.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.297, pruned_loss=0.06045, over 2477779.90 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06794, over 25561.11 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3016, pruned_loss=0.06341, over 2449726.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05442, over 7726.29 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2965, pruned_loss=0.06034, over 2478626.11 frames. utt_duration=364.3 frames, utt_pad_proportion=0.06768, over 27307.41 utterances.], batch size: 113, lr: 4.79e-04
2022-08-24 04:39:07,840 INFO [train.py:927] (3/8) Epoch 7, batch 9700, giga_loss[loss=0.2111, simple_loss=0.3012, pruned_loss=0.06048, over 12412.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06606, over 212.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.3, pruned_loss=0.06124, over 2477368.59 frames. utt_duration=392 frames, utt_pad_proportion=0.06881, over 25357.48 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.302, pruned_loss=0.06327, over 2450081.91 frames. utt_duration=1274 frames, utt_pad_proportion=0.05385, over 7704.50 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2991, pruned_loss=0.06124, over 2478085.72 frames. utt_duration=368.3 frames, utt_pad_proportion=0.06875, over 26996.60 utterances.], batch size: 212, lr: 4.79e-04
2022-08-24 04:41:28,942 INFO [train.py:927] (3/8) Epoch 7, batch 9750, giga_loss[loss=0.1964, simple_loss=0.2817, pruned_loss=0.05553, over 12444.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2982, pruned_loss=0.06053, over 2477815.99 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06491, over 24922.14 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3016, pruned_loss=0.06312, over 2450394.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.05326, over 7686.00 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2979, pruned_loss=0.06064, over 2478477.84 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06526, over 26456.75 utterances.], batch size: 105, lr: 4.79e-04
2022-08-24 04:43:34,891 INFO [train.py:927] (3/8) Epoch 7, batch 9800, giga_loss[loss=0.2065, simple_loss=0.3009, pruned_loss=0.05605, over 12426.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2966, pruned_loss=0.05972, over 2477945.79 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06657, over 24994.38 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3013, pruned_loss=0.06309, over 2450677.29 frames. utt_duration=1281 frames, utt_pad_proportion=0.05251, over 7661.53 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2965, pruned_loss=0.05976, over 2478722.64 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06706, over 26558.66 utterances.], batch size: 105, lr: 4.79e-04
2022-08-24 04:45:35,624 INFO [train.py:927] (3/8) Epoch 7, batch 9850, giga_loss[loss=0.2189, simple_loss=0.3097, pruned_loss=0.06406, over 12406.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2974, pruned_loss=0.06035, over 2478120.65 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06631, over 24834.15 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3011, pruned_loss=0.06316, over 2451328.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.05159, over 7635.26 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2974, pruned_loss=0.06026, over 2478783.56 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06702, over 26499.25 utterances.], batch size: 182, lr: 4.79e-04
2022-08-24 04:47:35,219 INFO [train.py:927] (3/8) Epoch 7, batch 9900, libri_loss[loss=0.2235, simple_loss=0.3168, pruned_loss=0.06506, over 12438.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01059, over 39.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2968, pruned_loss=0.0604, over 2477262.65 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06296, over 23995.56 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3011, pruned_loss=0.06314, over 2451521.26 frames. utt_duration=1287 frames, utt_pad_proportion=0.05099, over 7625.82 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2968, pruned_loss=0.06031, over 2477972.68 frames. utt_duration=389 frames, utt_pad_proportion=0.06394, over 25561.05 utterances.], batch size: 39, lr: 4.79e-04
2022-08-24 04:49:33,444 INFO [train.py:927] (3/8) Epoch 7, batch 9950, giga_loss[loss=0.2478, simple_loss=0.3319, pruned_loss=0.0818, over 12366.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2972, pruned_loss=0.06141, over 2476846.70 frames. utt_duration=420 frames, utt_pad_proportion=0.06279, over 23656.99 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3011, pruned_loss=0.06313, over 2451646.60 frames. utt_duration=1289 frames, utt_pad_proportion=0.05059, over 7618.58 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2971, pruned_loss=0.06132, over 2477514.35 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06372, over 25030.28 utterances.], batch size: 97, lr: 4.79e-04
2022-08-24 04:51:15,172 INFO [train.py:927] (3/8) Epoch 7, batch 10000, giga_loss[loss=0.2154, simple_loss=0.3066, pruned_loss=0.06213, over 12372.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04247, over 133.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3035, pruned_loss=0.06484, over 2475553.36 frames. utt_duration=440.7 frames, utt_pad_proportion=0.06476, over 22530.77 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3007, pruned_loss=0.06298, over 2451832.42 frames. utt_duration=1289 frames, utt_pad_proportion=0.05048, over 7616.40 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3038, pruned_loss=0.06489, over 2476580.17 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06559, over 24048.43 utterances.], batch size: 133, lr: 4.79e-04
2022-08-24 04:53:00,201 INFO [train.py:927] (3/8) Epoch 7, batch 10050, giga_loss[loss=0.1916, simple_loss=0.2833, pruned_loss=0.05, over 12402.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04422, over 146.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3038, pruned_loss=0.06614, over 2475323.23 frames. utt_duration=445.8 frames, utt_pad_proportion=0.06662, over 22276.21 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3008, pruned_loss=0.06298, over 2452026.26 frames. utt_duration=1290 frames, utt_pad_proportion=0.0501, over 7611.27 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3039, pruned_loss=0.06621, over 2476171.15 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06736, over 23619.60 utterances.], batch size: 146, lr: 4.79e-04
2022-08-24 04:54:43,517 INFO [train.py:927] (3/8) Epoch 7, batch 10100, giga_loss[loss=0.1877, simple_loss=0.2623, pruned_loss=0.05655, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03613, over 40.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.3003, pruned_loss=0.06439, over 2475111.12 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06589, over 21265.15 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3036, pruned_loss=0.0634, over 2452293.84 frames. utt_duration=1293 frames, utt_pad_proportion=0.04935, over 7597.18 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2981, pruned_loss=0.06412, over 2475949.20 frames. utt_duration=439.7 frames, utt_pad_proportion=0.06683, over 22592.26 utterances.], batch size: 40, lr: 4.79e-04
2022-08-24 04:56:25,683 INFO [train.py:927] (3/8) Epoch 7, batch 10150, giga_loss[loss=0.1803, simple_loss=0.2635, pruned_loss=0.04855, over 12400.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05055, over 161.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.294, pruned_loss=0.06241, over 2475217.94 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06677, over 20700.98 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3049, pruned_loss=0.06389, over 2452933.38 frames. utt_duration=1280 frames, utt_pad_proportion=0.05214, over 7673.81 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2909, pruned_loss=0.06179, over 2476141.77 frames. utt_duration=448 frames, utt_pad_proportion=0.06696, over 22174.52 utterances.], batch size: 161, lr: 4.79e-04
2022-08-24 04:58:12,064 INFO [train.py:927] (3/8) Epoch 7, batch 10200, giga_loss[loss=0.1661, simple_loss=0.242, pruned_loss=0.0451, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02906, over 45.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2871, pruned_loss=0.06016, over 2475047.95 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07181, over 20970.28 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3048, pruned_loss=0.06383, over 2453317.87 frames. utt_duration=1274 frames, utt_pad_proportion=0.05302, over 7714.71 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2844, pruned_loss=0.05968, over 2475837.88 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07158, over 22343.14 utterances.], batch size: 45, lr: 4.79e-04
2022-08-24 04:59:54,359 INFO [train.py:927] (3/8) Epoch 7, batch 10250, giga_loss[loss=0.1618, simple_loss=0.2437, pruned_loss=0.04, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2818, pruned_loss=0.0584, over 2475165.01 frames. utt_duration=472 frames, utt_pad_proportion=0.07466, over 21037.06 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3044, pruned_loss=0.06372, over 2453768.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.05657, over 7769.39 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2796, pruned_loss=0.05805, over 2475759.82 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07348, over 22321.29 utterances.], batch size: 91, lr: 4.79e-04
2022-08-24 05:01:37,398 INFO [train.py:927] (3/8) Epoch 7, batch 10300, giga_loss[loss=0.1745, simple_loss=0.2536, pruned_loss=0.04773, over 12413.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04115, over 37.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2768, pruned_loss=0.05661, over 2475396.23 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07429, over 20564.09 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3045, pruned_loss=0.06384, over 2454199.17 frames. utt_duration=1254 frames, utt_pad_proportion=0.06112, over 7840.78 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2745, pruned_loss=0.05609, over 2475865.84 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07196, over 21751.80 utterances.], batch size: 37, lr: 4.79e-04
2022-08-24 05:03:21,228 INFO [train.py:927] (3/8) Epoch 7, batch 10350, giga_loss[loss=0.15, simple_loss=0.2338, pruned_loss=0.03308, over 12361.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02896, over 70.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.272, pruned_loss=0.05469, over 2475229.26 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07154, over 19948.94 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3046, pruned_loss=0.06404, over 2454783.73 frames. utt_duration=1245 frames, utt_pad_proportion=0.06331, over 7895.72 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2693, pruned_loss=0.05385, over 2475655.17 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06915, over 21187.51 utterances.], batch size: 70, lr: 4.78e-04
2022-08-24 05:05:04,618 INFO [train.py:927] (3/8) Epoch 7, batch 10400, libri_loss[loss=0.2214, simple_loss=0.3263, pruned_loss=0.05824, over 12338.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01701, over 41.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2681, pruned_loss=0.05312, over 2475013.40 frames. utt_duration=510.3 frames, utt_pad_proportion=0.07051, over 19455.71 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3051, pruned_loss=0.06428, over 2455525.76 frames. utt_duration=1231 frames, utt_pad_proportion=0.06686, over 7989.86 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2644, pruned_loss=0.05194, over 2475232.87 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06733, over 20677.33 utterances.], batch size: 41, lr: 4.78e-04
2022-08-24 05:06:44,452 INFO [train.py:927] (3/8) Epoch 7, batch 10450, giga_loss[loss=0.1619, simple_loss=0.2359, pruned_loss=0.04394, over 12207.00 frames. utt_duration=1880 frames, utt_pad_proportion=0.0591, over 26.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2689, pruned_loss=0.05429, over 2474429.87 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07477, over 19685.72 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3051, pruned_loss=0.06448, over 2455887.43 frames. utt_duration=1224 frames, utt_pad_proportion=0.06921, over 8036.78 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2648, pruned_loss=0.0528, over 2474879.92 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07116, over 20982.84 utterances.], batch size: 26, lr: 4.78e-04
2022-08-24 05:08:25,635 INFO [train.py:927] (3/8) Epoch 7, batch 10500, giga_loss[loss=0.2408, simple_loss=0.3159, pruned_loss=0.08285, over 12346.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03211, over 51.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2809, pruned_loss=0.06035, over 2473997.20 frames. utt_duration=503 frames, utt_pad_proportion=0.07219, over 19732.32 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3045, pruned_loss=0.06428, over 2456078.39 frames. utt_duration=1230 frames, utt_pad_proportion=0.06783, over 7999.18 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2774, pruned_loss=0.05915, over 2474680.30 frames. utt_duration=470 frames, utt_pad_proportion=0.06996, over 21127.33 utterances.], batch size: 51, lr: 4.78e-04
2022-08-24 05:10:09,035 INFO [train.py:927] (3/8) Epoch 7, batch 10550, giga_loss[loss=0.2551, simple_loss=0.3268, pruned_loss=0.0917, over 12388.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06316, over 2474266.03 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06966, over 19373.71 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3045, pruned_loss=0.0643, over 2456607.81 frames. utt_duration=1222 frames, utt_pad_proportion=0.07024, over 8049.72 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2854, pruned_loss=0.0621, over 2474891.09 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06709, over 20809.20 utterances.], batch size: 258, lr: 4.78e-04
2022-08-24 05:11:51,719 INFO [train.py:927] (3/8) Epoch 7, batch 10600, giga_loss[loss=0.2429, simple_loss=0.3221, pruned_loss=0.08188, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07061, over 212.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2932, pruned_loss=0.06446, over 2474058.11 frames. utt_duration=488.2 frames, utt_pad_proportion=0.0723, over 20333.97 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3041, pruned_loss=0.06407, over 2457294.05 frames. utt_duration=1230 frames, utt_pad_proportion=0.06842, over 8003.58 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2904, pruned_loss=0.06379, over 2474493.51 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07073, over 21877.73 utterances.], batch size: 212, lr: 4.78e-04
2022-08-24 05:13:35,504 INFO [train.py:927] (3/8) Epoch 7, batch 10650, giga_loss[loss=0.2261, simple_loss=0.3154, pruned_loss=0.06845, over 12440.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03329, over 105.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2973, pruned_loss=0.06621, over 2474362.01 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06955, over 19870.18 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.304, pruned_loss=0.0639, over 2457307.58 frames. utt_duration=1227 frames, utt_pad_proportion=0.06868, over 8018.60 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.295, pruned_loss=0.06584, over 2474831.06 frames. utt_duration=469 frames, utt_pad_proportion=0.06836, over 21175.86 utterances.], batch size: 105, lr: 4.78e-04
2022-08-24 05:15:20,310 INFO [train.py:927] (3/8) Epoch 7, batch 10700, giga_loss[loss=0.2517, simple_loss=0.3298, pruned_loss=0.08675, over 12297.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0271, over 45.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3033, pruned_loss=0.06889, over 2474207.26 frames. utt_duration=508 frames, utt_pad_proportion=0.0681, over 19540.99 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3052, pruned_loss=0.06422, over 2457529.97 frames. utt_duration=1230 frames, utt_pad_proportion=0.06763, over 7998.43 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3003, pruned_loss=0.06837, over 2474673.07 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06756, over 20801.06 utterances.], batch size: 45, lr: 4.78e-04
2022-08-24 05:17:01,129 INFO [train.py:927] (3/8) Epoch 7, batch 10750, libri_loss[loss=0.2056, simple_loss=0.2821, pruned_loss=0.06453, over 12342.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006314, over 33.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3059, pruned_loss=0.06913, over 2474335.06 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06582, over 19039.23 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3049, pruned_loss=0.06419, over 2457390.37 frames. utt_duration=1235 frames, utt_pad_proportion=0.06708, over 7968.63 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3038, pruned_loss=0.06881, over 2475019.19 frames. utt_duration=491.4 frames, utt_pad_proportion=0.0657, over 20206.87 utterances.], batch size: 33, lr: 4.78e-04
2022-08-24 05:18:43,921 INFO [train.py:927] (3/8) Epoch 7, batch 10800, libri_loss[loss=0.1528, simple_loss=0.2388, pruned_loss=0.03339, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.0105, over 28.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3063, pruned_loss=0.06825, over 2473974.55 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06163, over 18180.01 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3039, pruned_loss=0.06381, over 2457655.61 frames. utt_duration=1238 frames, utt_pad_proportion=0.06638, over 7951.20 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3055, pruned_loss=0.06852, over 2474892.45 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06198, over 19521.40 utterances.], batch size: 28, lr: 4.78e-04
2022-08-24 05:20:25,958 INFO [train.py:927] (3/8) Epoch 7, batch 10850, giga_loss[loss=0.2414, simple_loss=0.3232, pruned_loss=0.07985, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0373, over 123.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3062, pruned_loss=0.06749, over 2474145.95 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05988, over 17637.75 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.304, pruned_loss=0.06393, over 2457922.02 frames. utt_duration=1239 frames, utt_pad_proportion=0.06469, over 7944.15 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3056, pruned_loss=0.06774, over 2475238.28 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06087, over 19098.15 utterances.], batch size: 123, lr: 4.78e-04
2022-08-24 05:22:09,989 INFO [train.py:927] (3/8) Epoch 7, batch 10900, giga_loss[loss=0.1784, simple_loss=0.2727, pruned_loss=0.0421, over 12113.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03886, over 30.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3076, pruned_loss=0.06958, over 2472898.60 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06113, over 17541.05 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3033, pruned_loss=0.06366, over 2457930.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.06373, over 7914.31 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3078, pruned_loss=0.07011, over 2474168.19 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06218, over 18983.79 utterances.], batch size: 30, lr: 4.78e-04
2022-08-24 05:23:54,880 INFO [train.py:927] (3/8) Epoch 7, batch 10950, giga_loss[loss=0.2375, simple_loss=0.3147, pruned_loss=0.08022, over 12420.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04633, over 161.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3092, pruned_loss=0.07217, over 2472566.70 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05984, over 17349.94 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3036, pruned_loss=0.06377, over 2458050.08 frames. utt_duration=1247 frames, utt_pad_proportion=0.06278, over 7896.23 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3092, pruned_loss=0.07261, over 2473722.74 frames. utt_duration=531.4 frames, utt_pad_proportion=0.0611, over 18672.41 utterances.], batch size: 161, lr: 4.78e-04
2022-08-24 05:25:39,802 INFO [train.py:927] (3/8) Epoch 7, batch 11000, giga_loss[loss=0.2204, simple_loss=0.3037, pruned_loss=0.06858, over 12334.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3075, pruned_loss=0.07214, over 2473028.43 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05983, over 17082.27 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3034, pruned_loss=0.06358, over 2458391.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.06133, over 7867.73 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3078, pruned_loss=0.07291, over 2474033.28 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06142, over 18434.99 utterances.], batch size: 58, lr: 4.78e-04
2022-08-24 05:27:22,901 INFO [train.py:927] (3/8) Epoch 7, batch 11050, giga_loss[loss=0.2024, simple_loss=0.279, pruned_loss=0.06288, over 12137.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0424, over 33.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3063, pruned_loss=0.07158, over 2473149.91 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05631, over 16608.76 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3035, pruned_loss=0.06402, over 2458866.01 frames. utt_duration=1251 frames, utt_pad_proportion=0.06044, over 7871.75 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3066, pruned_loss=0.07207, over 2474004.84 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05822, over 17984.01 utterances.], batch size: 33, lr: 4.77e-04
2022-08-24 05:29:07,973 INFO [train.py:927] (3/8) Epoch 7, batch 11100, giga_loss[loss=0.1793, simple_loss=0.2706, pruned_loss=0.044, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03028, over 75.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3034, pruned_loss=0.06977, over 2473282.77 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05881, over 16885.36 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3028, pruned_loss=0.06375, over 2459131.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.05993, over 7856.37 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3043, pruned_loss=0.07058, over 2474122.84 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06036, over 18236.35 utterances.], batch size: 75, lr: 4.77e-04
2022-08-24 05:30:51,740 INFO [train.py:927] (3/8) Epoch 7, batch 11150, giga_loss[loss=0.209, simple_loss=0.2895, pruned_loss=0.06427, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02742, over 45.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2979, pruned_loss=0.06719, over 2472461.24 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05838, over 16563.28 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3023, pruned_loss=0.06357, over 2458881.02 frames. utt_duration=1259 frames, utt_pad_proportion=0.05921, over 7823.56 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.299, pruned_loss=0.06806, over 2473605.86 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05995, over 17824.57 utterances.], batch size: 45, lr: 4.77e-04
2022-08-24 05:32:35,477 INFO [train.py:927] (3/8) Epoch 7, batch 11200, giga_loss[loss=0.2508, simple_loss=0.3259, pruned_loss=0.08787, over 12365.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03432, over 104.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.297, pruned_loss=0.06699, over 2473447.28 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07108, over 18556.52 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3027, pruned_loss=0.06364, over 2459262.85 frames. utt_duration=1247 frames, utt_pad_proportion=0.06241, over 7897.23 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2974, pruned_loss=0.06765, over 2474196.38 frames. utt_duration=505.8 frames, utt_pad_proportion=0.0704, over 19622.89 utterances.], batch size: 104, lr: 4.77e-04
2022-08-24 05:34:16,842 INFO [train.py:927] (3/8) Epoch 7, batch 11250, giga_loss[loss=0.1934, simple_loss=0.2699, pruned_loss=0.05845, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02901, over 45.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.296, pruned_loss=0.0666, over 2473228.72 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06765, over 18276.64 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3032, pruned_loss=0.0637, over 2459323.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.06167, over 7894.76 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2958, pruned_loss=0.06712, over 2473958.33 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06757, over 19257.31 utterances.], batch size: 45, lr: 4.77e-04
2022-08-24 05:36:01,297 INFO [train.py:927] (3/8) Epoch 7, batch 11300, giga_loss[loss=0.2015, simple_loss=0.2684, pruned_loss=0.06727, over 12349.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02473, over 45.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.292, pruned_loss=0.06531, over 2472274.54 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06473, over 17528.49 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3033, pruned_loss=0.06365, over 2459029.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.06095, over 7878.42 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2917, pruned_loss=0.06579, over 2473330.17 frames. utt_duration=537.5 frames, utt_pad_proportion=0.0651, over 18457.59 utterances.], batch size: 45, lr: 4.77e-04
2022-08-24 05:37:42,181 INFO [train.py:927] (3/8) Epoch 7, batch 11350, giga_loss[loss=0.2371, simple_loss=0.3215, pruned_loss=0.07639, over 12392.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0338, over 122.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2899, pruned_loss=0.06462, over 2472298.76 frames. utt_duration=576.5 frames, utt_pad_proportion=0.0633, over 17197.35 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3034, pruned_loss=0.06351, over 2459544.78 frames. utt_duration=1248 frames, utt_pad_proportion=0.06071, over 7890.25 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2893, pruned_loss=0.06516, over 2472975.66 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06385, over 18142.27 utterances.], batch size: 122, lr: 4.77e-04
2022-08-24 05:39:26,010 INFO [train.py:927] (3/8) Epoch 7, batch 11400, giga_loss[loss=0.2131, simple_loss=0.297, pruned_loss=0.06457, over 12341.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03229, over 104.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2876, pruned_loss=0.06428, over 2472230.17 frames. utt_duration=591.9 frames, utt_pad_proportion=0.06007, over 16750.69 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3037, pruned_loss=0.06366, over 2459788.75 frames. utt_duration=1243 frames, utt_pad_proportion=0.06118, over 7925.78 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2866, pruned_loss=0.06458, over 2472708.39 frames. utt_duration=564 frames, utt_pad_proportion=0.06047, over 17585.18 utterances.], batch size: 104, lr: 4.77e-04
2022-08-24 05:41:06,703 INFO [train.py:927] (3/8) Epoch 7, batch 11450, giga_loss[loss=0.1889, simple_loss=0.2716, pruned_loss=0.05309, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.285, pruned_loss=0.06362, over 2473261.99 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06251, over 16858.63 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3034, pruned_loss=0.06369, over 2460457.77 frames. utt_duration=1246 frames, utt_pad_proportion=0.06003, over 7905.90 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2841, pruned_loss=0.06383, over 2473345.39 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06314, over 17728.07 utterances.], batch size: 97, lr: 4.77e-04
2022-08-24 05:42:49,259 INFO [train.py:927] (3/8) Epoch 7, batch 11500, giga_loss[loss=0.2318, simple_loss=0.3108, pruned_loss=0.07635, over 12413.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03873, over 133.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2831, pruned_loss=0.06238, over 2472831.86 frames. utt_duration=600.3 frames, utt_pad_proportion=0.061, over 16517.86 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3034, pruned_loss=0.06377, over 2460798.92 frames. utt_duration=1248 frames, utt_pad_proportion=0.05923, over 7894.91 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.282, pruned_loss=0.06245, over 2472831.23 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06189, over 17365.56 utterances.], batch size: 133, lr: 4.77e-04
2022-08-24 05:44:33,486 INFO [train.py:927] (3/8) Epoch 7, batch 11550, giga_loss[loss=0.2295, simple_loss=0.3049, pruned_loss=0.07709, over 12429.00 frames. utt_duration=858.6 frames, utt_pad_proportion=0.02649, over 58.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2861, pruned_loss=0.06435, over 2472969.86 frames. utt_duration=607.6 frames, utt_pad_proportion=0.06319, over 16319.79 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3035, pruned_loss=0.06388, over 2461228.58 frames. utt_duration=1236 frames, utt_pad_proportion=0.06292, over 7977.64 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2845, pruned_loss=0.06429, over 2473019.98 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06229, over 17240.25 utterances.], batch size: 58, lr: 4.77e-04
2022-08-24 05:46:13,103 INFO [train.py:927] (3/8) Epoch 7, batch 11600, libri_loss[loss=0.2075, simple_loss=0.2987, pruned_loss=0.05813, over 12459.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008328, over 39.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2924, pruned_loss=0.06762, over 2472482.73 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06756, over 16821.60 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3033, pruned_loss=0.06383, over 2461327.34 frames. utt_duration=1240 frames, utt_pad_proportion=0.06079, over 7949.19 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2906, pruned_loss=0.0678, over 2473026.45 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06769, over 18076.50 utterances.], batch size: 39, lr: 4.77e-04
2022-08-24 05:47:57,516 INFO [train.py:927] (3/8) Epoch 7, batch 11650, giga_loss[loss=0.2552, simple_loss=0.3367, pruned_loss=0.0869, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02927, over 48.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2985, pruned_loss=0.07004, over 2472074.19 frames. utt_duration=573.7 frames, utt_pad_proportion=0.0703, over 17280.19 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3033, pruned_loss=0.06373, over 2461392.37 frames. utt_duration=1225 frames, utt_pad_proportion=0.06516, over 8048.03 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.297, pruned_loss=0.07036, over 2472656.30 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06879, over 18357.65 utterances.], batch size: 48, lr: 4.77e-04
2022-08-24 05:49:38,992 INFO [train.py:927] (3/8) Epoch 7, batch 11700, libri_loss[loss=0.1775, simple_loss=0.2578, pruned_loss=0.04856, over 12485.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007703, over 29.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3051, pruned_loss=0.07318, over 2471514.44 frames. utt_duration=558.7 frames, utt_pad_proportion=0.07107, over 17741.22 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3031, pruned_loss=0.06368, over 2461022.07 frames. utt_duration=1235 frames, utt_pad_proportion=0.06278, over 7979.06 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3039, pruned_loss=0.07382, over 2472774.46 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07076, over 19097.99 utterances.], batch size: 29, lr: 4.77e-04
2022-08-24 05:51:20,884 INFO [train.py:927] (3/8) Epoch 7, batch 11750, giga_loss[loss=0.2191, simple_loss=0.2988, pruned_loss=0.06971, over 12374.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03039, over 85.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3045, pruned_loss=0.0716, over 2471030.27 frames. utt_duration=560.8 frames, utt_pad_proportion=0.07222, over 17673.37 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3028, pruned_loss=0.06364, over 2461350.62 frames. utt_duration=1229 frames, utt_pad_proportion=0.06566, over 8020.75 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3039, pruned_loss=0.07235, over 2471968.72 frames. utt_duration=523.5 frames, utt_pad_proportion=0.071, over 18943.32 utterances.], batch size: 85, lr: 4.76e-04
2022-08-24 05:53:03,489 INFO [train.py:927] (3/8) Epoch 7, batch 11800, libri_loss[loss=0.2107, simple_loss=0.2913, pruned_loss=0.06504, over 12299.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00531, over 35.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3036, pruned_loss=0.07039, over 2471686.20 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06835, over 17801.50 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3026, pruned_loss=0.06365, over 2461586.29 frames. utt_duration=1232 frames, utt_pad_proportion=0.06492, over 8002.52 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3033, pruned_loss=0.07108, over 2472366.60 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06791, over 18956.03 utterances.], batch size: 35, lr: 4.76e-04
2022-08-24 05:54:47,478 INFO [train.py:927] (3/8) Epoch 7, batch 11850, giga_loss[loss=0.2285, simple_loss=0.3125, pruned_loss=0.07227, over 12282.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02629, over 54.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3048, pruned_loss=0.07063, over 2470927.41 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06822, over 17704.00 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3022, pruned_loss=0.06351, over 2461605.15 frames. utt_duration=1238 frames, utt_pad_proportion=0.06326, over 7961.12 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.305, pruned_loss=0.07154, over 2471763.79 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06859, over 19000.31 utterances.], batch size: 54, lr: 4.76e-04
2022-08-24 05:56:38,363 INFO [train.py:927] (3/8) Epoch 7, batch 11900, giga_loss[loss=0.2246, simple_loss=0.3051, pruned_loss=0.07207, over 12363.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02663, over 66.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07229, over 2471343.94 frames. utt_duration=551.2 frames, utt_pad_proportion=0.07228, over 17982.35 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3025, pruned_loss=0.06369, over 2461554.88 frames. utt_duration=1229 frames, utt_pad_proportion=0.06628, over 8018.36 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3069, pruned_loss=0.07299, over 2472252.74 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07107, over 19173.17 utterances.], batch size: 66, lr: 4.76e-04
2022-08-24 05:58:22,667 INFO [train.py:927] (3/8) Epoch 7, batch 11950, giga_loss[loss=0.2543, simple_loss=0.3257, pruned_loss=0.0915, over 12378.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07491, over 212.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3079, pruned_loss=0.07335, over 2471434.20 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06989, over 17632.81 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3023, pruned_loss=0.06363, over 2461684.34 frames. utt_duration=1234 frames, utt_pad_proportion=0.06505, over 7990.13 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.07418, over 2472262.24 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06958, over 18832.87 utterances.], batch size: 212, lr: 4.76e-04
2022-08-24 06:00:07,859 INFO [train.py:927] (3/8) Epoch 7, batch 12000, giga_loss[loss=0.231, simple_loss=0.309, pruned_loss=0.07649, over 12224.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.0321, over 42.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3092, pruned_loss=0.07405, over 2471169.18 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06942, over 17258.46 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3019, pruned_loss=0.06364, over 2462034.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06367, over 7952.89 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3099, pruned_loss=0.07497, over 2471799.22 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06978, over 18502.12 utterances.], batch size: 42, lr: 4.76e-04
2022-08-24 06:00:07,860 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 06:00:22,671 INFO [train.py:967] (3/8) 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 06:02:07,458 INFO [train.py:927] (3/8) Epoch 7, batch 12050, giga_loss[loss=0.2209, simple_loss=0.3005, pruned_loss=0.07065, over 12433.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.037, over 133.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3105, pruned_loss=0.07362, over 2470914.39 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06673, over 16745.86 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3026, pruned_loss=0.06372, over 2462438.09 frames. utt_duration=1236 frames, utt_pad_proportion=0.06315, over 7981.42 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3107, pruned_loss=0.07461, over 2471342.64 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06746, over 18010.71 utterances.], batch size: 133, lr: 4.76e-04
2022-08-24 06:03:49,475 INFO [train.py:927] (3/8) Epoch 7, batch 12100, giga_loss[loss=0.222, simple_loss=0.3124, pruned_loss=0.06578, over 12410.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02529, over 91.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3097, pruned_loss=0.07354, over 2471247.45 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06172, over 16236.90 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3023, pruned_loss=0.06373, over 2462438.22 frames. utt_duration=1242 frames, utt_pad_proportion=0.0616, over 7938.61 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3103, pruned_loss=0.07464, over 2471840.07 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06332, over 17549.73 utterances.], batch size: 91, lr: 4.76e-04
2022-08-24 06:05:32,330 INFO [train.py:927] (3/8) Epoch 7, batch 12150, giga_loss[loss=0.2654, simple_loss=0.3359, pruned_loss=0.09744, over 12372.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03569, over 80.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3083, pruned_loss=0.07354, over 2470608.64 frames. utt_duration=625.4 frames, utt_pad_proportion=0.06286, over 15838.82 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.302, pruned_loss=0.06378, over 2462354.48 frames. utt_duration=1235 frames, utt_pad_proportion=0.0638, over 7982.97 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3093, pruned_loss=0.07466, over 2471412.37 frames. utt_duration=579.4 frames, utt_pad_proportion=0.0631, over 17106.59 utterances.], batch size: 80, lr: 4.76e-04
2022-08-24 06:07:15,238 INFO [train.py:927] (3/8) Epoch 7, batch 12200, giga_loss[loss=0.253, simple_loss=0.3321, pruned_loss=0.08697, over 12360.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07523, over 212.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3084, pruned_loss=0.07371, over 2471148.16 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05798, over 15704.39 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3014, pruned_loss=0.06379, over 2462103.85 frames. utt_duration=1241 frames, utt_pad_proportion=0.06276, over 7946.64 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3098, pruned_loss=0.0748, over 2472186.22 frames. utt_duration=586.3 frames, utt_pad_proportion=0.0589, over 16909.82 utterances.], batch size: 212, lr: 4.76e-04
2022-08-24 06:08:57,957 INFO [train.py:927] (3/8) Epoch 7, batch 12250, giga_loss[loss=0.2343, simple_loss=0.3117, pruned_loss=0.07843, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03719, over 40.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.309, pruned_loss=0.07394, over 2471040.14 frames. utt_duration=634.3 frames, utt_pad_proportion=0.06135, over 15618.65 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3018, pruned_loss=0.06432, over 2462167.85 frames. utt_duration=1241 frames, utt_pad_proportion=0.062, over 7944.29 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3099, pruned_loss=0.07468, over 2472101.59 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06218, over 16835.56 utterances.], batch size: 40, lr: 4.76e-04
2022-08-24 06:10:40,414 INFO [train.py:927] (3/8) Epoch 7, batch 12300, giga_loss[loss=0.2337, simple_loss=0.3135, pruned_loss=0.07692, over 12354.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03654, over 122.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.07353, over 2470704.68 frames. utt_duration=635.6 frames, utt_pad_proportion=0.06355, over 15584.74 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.302, pruned_loss=0.06476, over 2461959.66 frames. utt_duration=1244 frames, utt_pad_proportion=0.06032, over 7923.11 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3088, pruned_loss=0.07412, over 2472103.94 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06483, over 16900.61 utterances.], batch size: 122, lr: 4.76e-04
2022-08-24 06:12:23,783 INFO [train.py:927] (3/8) Epoch 7, batch 12350, giga_loss[loss=0.197, simple_loss=0.28, pruned_loss=0.05699, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3054, pruned_loss=0.0724, over 2471348.73 frames. utt_duration=618.7 frames, utt_pad_proportion=0.0685, over 16016.82 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3016, pruned_loss=0.06463, over 2462216.64 frames. utt_duration=1248 frames, utt_pad_proportion=0.05946, over 7898.78 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3066, pruned_loss=0.07313, over 2472396.73 frames. utt_duration=576 frames, utt_pad_proportion=0.06952, over 17215.15 utterances.], batch size: 45, lr: 4.76e-04
2022-08-24 06:14:06,306 INFO [train.py:927] (3/8) Epoch 7, batch 12400, libri_loss[loss=0.2784, simple_loss=0.382, pruned_loss=0.08742, over 12460.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01313, over 40.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3059, pruned_loss=0.07322, over 2471575.14 frames. utt_duration=610.2 frames, utt_pad_proportion=0.06868, over 16241.70 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3029, pruned_loss=0.06529, over 2462711.63 frames. utt_duration=1236 frames, utt_pad_proportion=0.06332, over 7980.54 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3057, pruned_loss=0.07334, over 2472110.41 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06802, over 17280.61 utterances.], batch size: 40, lr: 4.76e-04
2022-08-24 06:15:44,712 INFO [train.py:927] (3/8) Epoch 7, batch 12450, giga_loss[loss=0.1844, simple_loss=0.2607, pruned_loss=0.05408, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02538, over 45.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3027, pruned_loss=0.07166, over 2471180.80 frames. utt_duration=646.6 frames, utt_pad_proportion=0.0624, over 15322.07 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3027, pruned_loss=0.06559, over 2462777.22 frames. utt_duration=1246 frames, utt_pad_proportion=0.06138, over 7915.95 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3027, pruned_loss=0.07176, over 2471884.59 frames. utt_duration=599.2 frames, utt_pad_proportion=0.06314, over 16542.00 utterances.], batch size: 45, lr: 4.76e-04
2022-08-24 06:17:25,998 INFO [train.py:927] (3/8) Epoch 7, batch 12500, giga_loss[loss=0.1934, simple_loss=0.2747, pruned_loss=0.056, over 12327.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02789, over 74.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3, pruned_loss=0.07039, over 2470843.90 frames. utt_duration=635.3 frames, utt_pad_proportion=0.0624, over 15592.82 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3028, pruned_loss=0.06611, over 2462751.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.06359, over 7951.32 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.2998, pruned_loss=0.07023, over 2471839.94 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06209, over 16913.12 utterances.], batch size: 74, lr: 4.75e-04
2022-08-24 06:19:08,165 INFO [train.py:927] (3/8) Epoch 7, batch 12550, giga_loss[loss=0.2298, simple_loss=0.3178, pruned_loss=0.07084, over 12394.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03906, over 105.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.2995, pruned_loss=0.07075, over 2470840.79 frames. utt_duration=616.9 frames, utt_pad_proportion=0.06556, over 16060.66 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3033, pruned_loss=0.06672, over 2462651.82 frames. utt_duration=1221 frames, utt_pad_proportion=0.07166, over 8076.28 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2988, pruned_loss=0.07018, over 2471937.13 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06169, over 17220.92 utterances.], batch size: 105, lr: 4.75e-04
2022-08-24 06:20:51,476 INFO [train.py:927] (3/8) Epoch 7, batch 12600, giga_loss[loss=0.2115, simple_loss=0.3056, pruned_loss=0.05868, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02752, over 66.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3006, pruned_loss=0.07059, over 2470970.10 frames. utt_duration=599.2 frames, utt_pad_proportion=0.06584, over 16535.48 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3038, pruned_loss=0.06706, over 2462987.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06974, over 8039.19 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2994, pruned_loss=0.06994, over 2471745.89 frames. utt_duration=558 frames, utt_pad_proportion=0.06351, over 17765.52 utterances.], batch size: 66, lr: 4.75e-04
2022-08-24 06:22:32,983 INFO [train.py:927] (3/8) Epoch 7, batch 12650, giga_loss[loss=0.2157, simple_loss=0.3008, pruned_loss=0.0653, over 12396.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03875, over 105.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3017, pruned_loss=0.07053, over 2472143.91 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06554, over 17452.29 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3039, pruned_loss=0.06716, over 2463057.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.0695, over 8030.00 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3008, pruned_loss=0.06995, over 2472729.00 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06389, over 18464.19 utterances.], batch size: 105, lr: 4.75e-04
2022-08-24 06:24:14,282 INFO [train.py:927] (3/8) Epoch 7, batch 12700, giga_loss[loss=0.2088, simple_loss=0.2971, pruned_loss=0.06024, over 12457.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03143, over 92.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3008, pruned_loss=0.06932, over 2472507.70 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06632, over 18051.58 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3041, pruned_loss=0.06726, over 2462726.85 frames. utt_duration=1233 frames, utt_pad_proportion=0.06896, over 7997.69 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.2998, pruned_loss=0.0688, over 2473420.33 frames. utt_duration=521.6 frames, utt_pad_proportion=0.0652, over 19023.58 utterances.], batch size: 92, lr: 4.75e-04
2022-08-24 06:25:57,428 INFO [train.py:927] (3/8) Epoch 7, batch 12750, giga_loss[loss=0.2214, simple_loss=0.3061, pruned_loss=0.06833, over 12397.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04025, over 133.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3004, pruned_loss=0.06929, over 2472112.08 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06526, over 18097.50 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3042, pruned_loss=0.06748, over 2462881.71 frames. utt_duration=1236 frames, utt_pad_proportion=0.06822, over 7979.87 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2995, pruned_loss=0.06873, over 2472824.71 frames. utt_duration=522 frames, utt_pad_proportion=0.06467, over 19003.68 utterances.], batch size: 133, lr: 4.75e-04
2022-08-24 06:27:39,803 INFO [train.py:927] (3/8) Epoch 7, batch 12800, giga_loss[loss=0.2449, simple_loss=0.3238, pruned_loss=0.083, over 12405.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07285, over 212.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3019, pruned_loss=0.06957, over 2472438.28 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06064, over 17446.19 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3044, pruned_loss=0.06789, over 2463153.68 frames. utt_duration=1236 frames, utt_pad_proportion=0.06783, over 7980.05 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3009, pruned_loss=0.06879, over 2472978.61 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06049, over 18385.91 utterances.], batch size: 212, lr: 4.75e-04
2022-08-24 06:29:24,667 INFO [train.py:927] (3/8) Epoch 7, batch 12850, giga_loss[loss=0.2181, simple_loss=0.3103, pruned_loss=0.06295, over 12375.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05007, over 161.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3032, pruned_loss=0.06998, over 2473153.24 frames. utt_duration=583.8 frames, utt_pad_proportion=0.0561, over 16988.37 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3045, pruned_loss=0.06802, over 2463358.38 frames. utt_duration=1240 frames, utt_pad_proportion=0.0665, over 7958.66 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3023, pruned_loss=0.06928, over 2473622.26 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05664, over 17961.69 utterances.], batch size: 161, lr: 4.75e-04
2022-08-24 06:31:05,341 INFO [train.py:927] (3/8) Epoch 7, batch 12900, giga_loss[loss=0.2292, simple_loss=0.3163, pruned_loss=0.07104, over 12317.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02868, over 74.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3041, pruned_loss=0.07078, over 2472598.08 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05317, over 16605.85 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3047, pruned_loss=0.0687, over 2463100.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.06504, over 7920.36 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3032, pruned_loss=0.06966, over 2473471.43 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05423, over 17659.43 utterances.], batch size: 74, lr: 4.75e-04
2022-08-24 06:32:46,563 INFO [train.py:927] (3/8) Epoch 7, batch 12950, giga_loss[loss=0.1772, simple_loss=0.2562, pruned_loss=0.04907, over 12243.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03039, over 42.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07095, over 2473018.83 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05214, over 16928.32 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3046, pruned_loss=0.06884, over 2463448.87 frames. utt_duration=1248 frames, utt_pad_proportion=0.06402, over 7903.31 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3034, pruned_loss=0.06999, over 2473631.06 frames. utt_duration=552.2 frames, utt_pad_proportion=0.0533, over 17966.74 utterances.], batch size: 42, lr: 4.75e-04
2022-08-24 06:34:27,140 INFO [train.py:927] (3/8) Epoch 7, batch 13000, giga_loss[loss=0.2041, simple_loss=0.2802, pruned_loss=0.06398, over 12368.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03236, over 51.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3014, pruned_loss=0.06978, over 2473258.26 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05294, over 16605.24 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3045, pruned_loss=0.06896, over 2463134.75 frames. utt_duration=1252 frames, utt_pad_proportion=0.06242, over 7879.17 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.301, pruned_loss=0.06895, over 2474295.26 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05433, over 17730.33 utterances.], batch size: 51, lr: 4.75e-04
2022-08-24 06:36:07,036 INFO [train.py:927] (3/8) Epoch 7, batch 13050, giga_loss[loss=0.2266, simple_loss=0.3228, pruned_loss=0.06522, over 12377.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02707, over 91.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3014, pruned_loss=0.06918, over 2473795.67 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05751, over 17217.88 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3049, pruned_loss=0.06939, over 2463243.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.06246, over 7910.92 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3006, pruned_loss=0.06814, over 2474752.74 frames. utt_duration=542.7 frames, utt_pad_proportion=0.0582, over 18291.24 utterances.], batch size: 91, lr: 4.75e-04
2022-08-24 06:37:49,594 INFO [train.py:927] (3/8) Epoch 7, batch 13100, giga_loss[loss=0.2118, simple_loss=0.29, pruned_loss=0.06676, over 12411.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03839, over 105.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3013, pruned_loss=0.06896, over 2474628.92 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06269, over 18242.85 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3049, pruned_loss=0.06952, over 2463202.75 frames. utt_duration=1249 frames, utt_pad_proportion=0.06228, over 7899.36 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3007, pruned_loss=0.06804, over 2475456.13 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06302, over 19130.56 utterances.], batch size: 105, lr: 4.75e-04
2022-08-24 06:39:30,343 INFO [train.py:927] (3/8) Epoch 7, batch 13150, giga_loss[loss=0.2152, simple_loss=0.295, pruned_loss=0.06768, over 12439.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02988, over 80.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3008, pruned_loss=0.06965, over 2473869.47 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06324, over 18393.28 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3055, pruned_loss=0.06979, over 2463219.05 frames. utt_duration=1251 frames, utt_pad_proportion=0.06135, over 7882.44 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2998, pruned_loss=0.06868, over 2474706.92 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06378, over 19284.66 utterances.], batch size: 80, lr: 4.75e-04
2022-08-24 06:41:11,257 INFO [train.py:927] (3/8) Epoch 7, batch 13200, giga_loss[loss=0.2191, simple_loss=0.2994, pruned_loss=0.06941, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03198, over 58.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3006, pruned_loss=0.07091, over 2474172.63 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06135, over 17907.82 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3059, pruned_loss=0.07045, over 2463382.45 frames. utt_duration=1255 frames, utt_pad_proportion=0.05977, over 7858.61 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2992, pruned_loss=0.06954, over 2475176.00 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06252, over 19097.47 utterances.], batch size: 58, lr: 4.74e-04
2022-08-24 06:42:49,455 INFO [train.py:927] (3/8) Epoch 7, batch 13250, giga_loss[loss=0.2287, simple_loss=0.3048, pruned_loss=0.0763, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02674, over 91.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.2993, pruned_loss=0.07075, over 2473790.87 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05878, over 17547.40 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3063, pruned_loss=0.07112, over 2463436.34 frames. utt_duration=1244 frames, utt_pad_proportion=0.06369, over 7928.62 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2975, pruned_loss=0.06901, over 2474933.25 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05841, over 18816.32 utterances.], batch size: 91, lr: 4.74e-04
2022-08-24 06:44:28,835 INFO [train.py:927] (3/8) Epoch 7, batch 13300, giga_loss[loss=0.2036, simple_loss=0.2897, pruned_loss=0.05881, over 12363.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06116, over 182.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2946, pruned_loss=0.06853, over 2473840.21 frames. utt_duration=572 frames, utt_pad_proportion=0.05561, over 17345.05 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.306, pruned_loss=0.07115, over 2463224.52 frames. utt_duration=1250 frames, utt_pad_proportion=0.06294, over 7894.31 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.0671, over 2475124.35 frames. utt_duration=535 frames, utt_pad_proportion=0.05576, over 18558.75 utterances.], batch size: 182, lr: 4.74e-04
2022-08-24 06:46:09,674 INFO [train.py:927] (3/8) Epoch 7, batch 13350, libri_loss[loss=0.198, simple_loss=0.2782, pruned_loss=0.05893, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006569, over 32.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.294, pruned_loss=0.06793, over 2473751.93 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05708, over 17280.88 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3058, pruned_loss=0.07128, over 2463073.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.06149, over 7886.36 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2928, pruned_loss=0.06655, over 2475340.80 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05756, over 18607.72 utterances.], batch size: 32, lr: 4.74e-04
2022-08-24 06:47:49,399 INFO [train.py:927] (3/8) Epoch 7, batch 13400, giga_loss[loss=0.2381, simple_loss=0.3259, pruned_loss=0.07512, over 12438.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2969, pruned_loss=0.06901, over 2473719.43 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05636, over 17275.57 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.306, pruned_loss=0.07145, over 2463187.23 frames. utt_duration=1253 frames, utt_pad_proportion=0.06062, over 7874.67 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2955, pruned_loss=0.06773, over 2475076.52 frames. utt_duration=536.3 frames, utt_pad_proportion=0.0571, over 18511.61 utterances.], batch size: 123, lr: 4.74e-04
2022-08-24 06:49:30,785 INFO [train.py:927] (3/8) Epoch 7, batch 13450, giga_loss[loss=0.2178, simple_loss=0.3085, pruned_loss=0.06353, over 12389.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04091, over 133.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2994, pruned_loss=0.06957, over 2473641.15 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05312, over 16730.79 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3061, pruned_loss=0.07155, over 2463241.18 frames. utt_duration=1256 frames, utt_pad_proportion=0.05997, over 7851.68 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2981, pruned_loss=0.06844, over 2474808.45 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05415, over 17844.65 utterances.], batch size: 133, lr: 4.74e-04
2022-08-24 06:51:18,638 INFO [train.py:927] (3/8) Epoch 7, batch 13500, giga_loss[loss=0.2412, simple_loss=0.3125, pruned_loss=0.08495, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04226, over 34.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3034, pruned_loss=0.07297, over 2473686.91 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05423, over 16550.13 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.07189, over 2463729.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.05828, over 7832.74 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3021, pruned_loss=0.07173, over 2474541.68 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05558, over 17792.68 utterances.], batch size: 34, lr: 4.74e-04
2022-08-24 06:53:02,992 INFO [train.py:927] (3/8) Epoch 7, batch 13550, giga_loss[loss=0.2591, simple_loss=0.3398, pruned_loss=0.08922, over 12458.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3101, pruned_loss=0.07697, over 2473864.23 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05486, over 17152.23 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3066, pruned_loss=0.0722, over 2463845.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.05836, over 7839.76 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3088, pruned_loss=0.07576, over 2474620.29 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05586, over 18300.42 utterances.], batch size: 98, lr: 4.74e-04
2022-08-24 06:54:47,148 INFO [train.py:927] (3/8) Epoch 7, batch 13600, giga_loss[loss=0.2523, simple_loss=0.3324, pruned_loss=0.08605, over 12465.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04298, over 31.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.08257, over 2473416.81 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05362, over 17452.98 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3062, pruned_loss=0.07226, over 2463820.13 frames. utt_duration=1266 frames, utt_pad_proportion=0.05692, over 7795.06 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3167, pruned_loss=0.08177, over 2474356.35 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05496, over 18712.57 utterances.], batch size: 31, lr: 4.74e-04
2022-08-24 06:56:30,733 INFO [train.py:927] (3/8) Epoch 7, batch 13650, giga_loss[loss=0.3623, simple_loss=0.403, pruned_loss=0.1608, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.0763, over 213.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3234, pruned_loss=0.08764, over 2473673.55 frames. utt_duration=545 frames, utt_pad_proportion=0.06004, over 18206.24 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3061, pruned_loss=0.07247, over 2463859.97 frames. utt_duration=1270 frames, utt_pad_proportion=0.05575, over 7767.64 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3234, pruned_loss=0.08721, over 2474683.92 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06105, over 19555.85 utterances.], batch size: 213, lr: 4.74e-04
2022-08-24 06:58:18,362 INFO [train.py:927] (3/8) Epoch 7, batch 13700, giga_loss[loss=0.2614, simple_loss=0.3385, pruned_loss=0.0922, over 12386.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.0273, over 70.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.328, pruned_loss=0.09222, over 2474690.60 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07605, over 20152.90 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3058, pruned_loss=0.07237, over 2463926.71 frames. utt_duration=1273 frames, utt_pad_proportion=0.05545, over 7749.02 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3284, pruned_loss=0.09211, over 2475513.01 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07604, over 21324.71 utterances.], batch size: 70, lr: 4.74e-04
2022-08-24 07:00:07,663 INFO [train.py:927] (3/8) Epoch 7, batch 13750, giga_loss[loss=0.3963, simple_loss=0.4153, pruned_loss=0.1887, over 12376.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09798, over 256.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3325, pruned_loss=0.09589, over 2474600.46 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07611, over 20155.97 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3057, pruned_loss=0.07248, over 2464000.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.05399, over 7726.66 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3339, pruned_loss=0.09658, over 2475674.28 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0769, over 21648.21 utterances.], batch size: 256, lr: 4.74e-04
2022-08-24 07:01:54,509 INFO [train.py:927] (3/8) Epoch 7, batch 13800, giga_loss[loss=0.3807, simple_loss=0.4098, pruned_loss=0.1758, over 12416.00 frames. utt_duration=233.4 frames, utt_pad_proportion=0.07761, over 214.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.334, pruned_loss=0.09779, over 2474682.19 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07775, over 20633.53 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3055, pruned_loss=0.07246, over 2464068.36 frames. utt_duration=1281 frames, utt_pad_proportion=0.05253, over 7700.91 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3364, pruned_loss=0.09929, over 2475877.02 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07906, over 22340.89 utterances.], batch size: 214, lr: 4.74e-04
2022-08-24 07:03:40,713 INFO [train.py:927] (3/8) Epoch 7, batch 13850, libri_loss[loss=0.2393, simple_loss=0.3317, pruned_loss=0.07342, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01316, over 40.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3338, pruned_loss=0.09748, over 2474424.54 frames. utt_duration=474 frames, utt_pad_proportion=0.07564, over 20946.78 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3053, pruned_loss=0.07245, over 2463829.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.05174, over 7668.77 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3365, pruned_loss=0.09925, over 2475793.15 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07718, over 22621.21 utterances.], batch size: 40, lr: 4.74e-04
2022-08-24 07:05:33,877 INFO [train.py:927] (3/8) Epoch 7, batch 13900, giga_loss[loss=0.2954, simple_loss=0.3657, pruned_loss=0.1125, over 12421.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03692, over 105.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3369, pruned_loss=0.09934, over 2474448.82 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07799, over 22210.18 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3053, pruned_loss=0.07254, over 2463698.03 frames. utt_duration=1288 frames, utt_pad_proportion=0.05136, over 7658.09 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3393, pruned_loss=0.1009, over 2475745.82 frames. utt_duration=419.9 frames, utt_pad_proportion=0.0792, over 23667.66 utterances.], batch size: 105, lr: 4.74e-04
2022-08-24 07:07:20,647 INFO [train.py:927] (3/8) Epoch 7, batch 13950, giga_loss[loss=0.2564, simple_loss=0.3364, pruned_loss=0.08819, over 12429.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03488, over 105.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3349, pruned_loss=0.09731, over 2474709.95 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07891, over 22505.55 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.305, pruned_loss=0.07248, over 2463834.51 frames. utt_duration=1280 frames, utt_pad_proportion=0.0548, over 7707.58 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3382, pruned_loss=0.09942, over 2475978.22 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07901, over 24090.75 utterances.], batch size: 105, lr: 4.73e-04
2022-08-24 07:09:06,654 INFO [train.py:927] (3/8) Epoch 7, batch 14000, giga_loss[loss=0.2463, simple_loss=0.3262, pruned_loss=0.08318, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04585, over 146.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3321, pruned_loss=0.0944, over 2474349.49 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07507, over 22157.28 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3049, pruned_loss=0.07265, over 2464148.95 frames. utt_duration=1283 frames, utt_pad_proportion=0.05399, over 7688.56 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3352, pruned_loss=0.09633, over 2475285.18 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07571, over 23677.34 utterances.], batch size: 146, lr: 4.73e-04
2022-08-24 07:10:52,147 INFO [train.py:927] (3/8) Epoch 7, batch 14050, libri_loss[loss=0.2109, simple_loss=0.2833, pruned_loss=0.06929, over 12197.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01126, over 29.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3284, pruned_loss=0.09186, over 2473977.61 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07504, over 21134.51 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3046, pruned_loss=0.07283, over 2464151.78 frames. utt_duration=1276 frames, utt_pad_proportion=0.05715, over 7732.78 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.332, pruned_loss=0.09391, over 2475075.39 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07497, over 22766.53 utterances.], batch size: 29, lr: 4.73e-04
2022-08-24 07:12:42,320 INFO [train.py:927] (3/8) Epoch 7, batch 14100, giga_loss[loss=0.2431, simple_loss=0.3211, pruned_loss=0.08258, over 12384.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02774, over 85.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3285, pruned_loss=0.0918, over 2474499.10 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07783, over 21643.67 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3051, pruned_loss=0.07321, over 2464179.49 frames. utt_duration=1264 frames, utt_pad_proportion=0.06103, over 7809.46 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3311, pruned_loss=0.09324, over 2475418.54 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07654, over 22973.73 utterances.], batch size: 85, lr: 4.73e-04
2022-08-24 07:14:36,580 INFO [train.py:927] (3/8) Epoch 7, batch 14150, giga_loss[loss=0.2515, simple_loss=0.3254, pruned_loss=0.08877, over 12485.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0345, over 43.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3278, pruned_loss=0.08939, over 2474485.24 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07437, over 20748.52 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3057, pruned_loss=0.0736, over 2464577.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.06523, over 7897.92 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3298, pruned_loss=0.09051, over 2475042.32 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0724, over 21968.80 utterances.], batch size: 43, lr: 4.73e-04
2022-08-24 07:16:23,209 INFO [train.py:927] (3/8) Epoch 7, batch 14200, giga_loss[loss=0.2497, simple_loss=0.3242, pruned_loss=0.08765, over 12401.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0636, over 183.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3271, pruned_loss=0.08753, over 2474986.32 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06981, over 20035.69 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3057, pruned_loss=0.0739, over 2464827.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.06383, over 7880.57 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3294, pruned_loss=0.08864, over 2475537.51 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06898, over 21447.37 utterances.], batch size: 183, lr: 4.73e-04
2022-08-24 07:18:11,550 INFO [train.py:927] (3/8) Epoch 7, batch 14250, libri_loss[loss=0.2653, simple_loss=0.3355, pruned_loss=0.09754, over 12295.00 frames. utt_duration=758.2 frames, utt_pad_proportion=0.1364, over 65.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3264, pruned_loss=0.08767, over 2474686.55 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07513, over 20257.53 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3059, pruned_loss=0.07409, over 2464997.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.06454, over 7921.93 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3285, pruned_loss=0.08862, over 2475163.38 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07397, over 21559.05 utterances.], batch size: 65, lr: 4.73e-04
2022-08-24 07:19:59,189 INFO [train.py:927] (3/8) Epoch 7, batch 14300, giga_loss[loss=0.2378, simple_loss=0.3127, pruned_loss=0.08145, over 12359.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03178, over 85.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3228, pruned_loss=0.0863, over 2474312.76 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07657, over 19845.01 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3055, pruned_loss=0.07401, over 2464963.92 frames. utt_duration=1249 frames, utt_pad_proportion=0.06395, over 7902.27 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.325, pruned_loss=0.08729, over 2474842.36 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07578, over 21046.14 utterances.], batch size: 85, lr: 4.73e-04
2022-08-24 07:21:47,589 INFO [train.py:927] (3/8) Epoch 7, batch 14350, giga_loss[loss=0.2448, simple_loss=0.3252, pruned_loss=0.08217, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03593, over 105.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3236, pruned_loss=0.08563, over 2474358.61 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07684, over 20315.95 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3053, pruned_loss=0.07388, over 2464767.88 frames. utt_duration=1253 frames, utt_pad_proportion=0.0637, over 7879.30 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3257, pruned_loss=0.08661, over 2475016.77 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07632, over 21380.83 utterances.], batch size: 105, lr: 4.73e-04
2022-08-24 07:23:35,222 INFO [train.py:927] (3/8) Epoch 7, batch 14400, giga_loss[loss=0.2528, simple_loss=0.3348, pruned_loss=0.08543, over 12453.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03129, over 75.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3232, pruned_loss=0.08565, over 2474461.75 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07601, over 20251.62 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3055, pruned_loss=0.07415, over 2464952.69 frames. utt_duration=1254 frames, utt_pad_proportion=0.06314, over 7871.41 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3252, pruned_loss=0.08651, over 2475085.77 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07595, over 21464.99 utterances.], batch size: 75, lr: 4.73e-04
2022-08-24 07:25:22,287 INFO [train.py:927] (3/8) Epoch 7, batch 14450, giga_loss[loss=0.2483, simple_loss=0.3187, pruned_loss=0.08893, over 12356.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06123, over 182.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3223, pruned_loss=0.08568, over 2474952.82 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07083, over 20127.47 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3056, pruned_loss=0.07435, over 2464873.39 frames. utt_duration=1256 frames, utt_pad_proportion=0.06215, over 7857.73 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3241, pruned_loss=0.08644, over 2475752.70 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07146, over 21393.09 utterances.], batch size: 182, lr: 4.73e-04
2022-08-24 07:27:08,632 INFO [train.py:927] (3/8) Epoch 7, batch 14500, giga_loss[loss=0.2317, simple_loss=0.3019, pruned_loss=0.08079, over 12347.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.02775, over 70.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3211, pruned_loss=0.08531, over 2474876.86 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06653, over 19520.75 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3054, pruned_loss=0.07433, over 2464941.85 frames. utt_duration=1254 frames, utt_pad_proportion=0.06169, over 7869.26 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3231, pruned_loss=0.08618, over 2475667.23 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06749, over 20784.83 utterances.], batch size: 70, lr: 4.73e-04
2022-08-24 07:28:52,739 INFO [train.py:927] (3/8) Epoch 7, batch 14550, giga_loss[loss=0.221, simple_loss=0.2997, pruned_loss=0.0711, over 12338.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.04978, over 31.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3193, pruned_loss=0.08494, over 2474624.99 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0663, over 19420.37 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3053, pruned_loss=0.07438, over 2464947.42 frames. utt_duration=1258 frames, utt_pad_proportion=0.06045, over 7849.61 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3214, pruned_loss=0.08592, over 2475498.94 frames. utt_duration=478 frames, utt_pad_proportion=0.06758, over 20778.99 utterances.], batch size: 31, lr: 4.73e-04
2022-08-24 07:30:36,983 INFO [train.py:927] (3/8) Epoch 7, batch 14600, giga_loss[loss=0.2244, simple_loss=0.3042, pruned_loss=0.07231, over 12347.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03601, over 104.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.319, pruned_loss=0.08521, over 2473785.78 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06744, over 19504.98 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3046, pruned_loss=0.07434, over 2464671.31 frames. utt_duration=1264 frames, utt_pad_proportion=0.05899, over 7808.45 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3219, pruned_loss=0.08649, over 2475192.79 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06894, over 21168.55 utterances.], batch size: 104, lr: 4.73e-04
2022-08-24 07:32:22,678 INFO [train.py:927] (3/8) Epoch 7, batch 14650, giga_loss[loss=0.2566, simple_loss=0.3352, pruned_loss=0.089, over 12409.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.0555, over 162.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3196, pruned_loss=0.08483, over 2473336.82 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07203, over 19784.35 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3047, pruned_loss=0.07446, over 2464458.50 frames. utt_duration=1266 frames, utt_pad_proportion=0.05833, over 7793.39 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.322, pruned_loss=0.08588, over 2474759.32 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07319, over 21276.03 utterances.], batch size: 162, lr: 4.72e-04
2022-08-24 07:34:11,616 INFO [train.py:927] (3/8) Epoch 7, batch 14700, giga_loss[loss=0.2635, simple_loss=0.3324, pruned_loss=0.09726, over 12441.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04489, over 161.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08523, over 2473672.01 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07266, over 20163.60 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3052, pruned_loss=0.07453, over 2464435.20 frames. utt_duration=1267 frames, utt_pad_proportion=0.05809, over 7790.42 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3223, pruned_loss=0.08603, over 2474843.10 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07363, over 21385.48 utterances.], batch size: 161, lr: 4.72e-04
2022-08-24 07:35:56,750 INFO [train.py:927] (3/8) Epoch 7, batch 14750, giga_loss[loss=0.2501, simple_loss=0.3193, pruned_loss=0.09045, over 12434.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04184, over 114.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3221, pruned_loss=0.08695, over 2474427.44 frames. utt_duration=485.7 frames, utt_pad_proportion=0.0698, over 20438.98 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3056, pruned_loss=0.07456, over 2464602.93 frames. utt_duration=1265 frames, utt_pad_proportion=0.05844, over 7801.47 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3232, pruned_loss=0.08773, over 2475342.88 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07064, over 21569.07 utterances.], batch size: 114, lr: 4.72e-04
2022-08-24 07:37:42,969 INFO [train.py:927] (3/8) Epoch 7, batch 14800, giga_loss[loss=0.3193, simple_loss=0.3722, pruned_loss=0.1332, over 12402.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07343, over 213.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3249, pruned_loss=0.08965, over 2475090.36 frames. utt_duration=456.6 frames, utt_pad_proportion=0.0757, over 21752.00 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3058, pruned_loss=0.07467, over 2464921.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.05765, over 7806.41 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.326, pruned_loss=0.09043, over 2475702.15 frames. utt_duration=434 frames, utt_pad_proportion=0.07642, over 22893.76 utterances.], batch size: 213, lr: 4.72e-04
2022-08-24 07:39:28,013 INFO [train.py:927] (3/8) Epoch 7, batch 14850, giga_loss[loss=0.2208, simple_loss=0.2971, pruned_loss=0.07223, over 12415.00 frames. utt_duration=513.5 frames, utt_pad_proportion=0.02753, over 97.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3236, pruned_loss=0.08797, over 2475238.21 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07243, over 21019.11 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3056, pruned_loss=0.07465, over 2464863.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05746, over 7822.18 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3251, pruned_loss=0.08894, over 2476037.15 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07339, over 22235.11 utterances.], batch size: 97, lr: 4.72e-04
2022-08-24 07:41:13,197 INFO [train.py:927] (3/8) Epoch 7, batch 14900, giga_loss[loss=0.2901, simple_loss=0.3447, pruned_loss=0.1177, over 12371.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3215, pruned_loss=0.08676, over 2475031.54 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07481, over 21338.64 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3059, pruned_loss=0.0749, over 2464892.29 frames. utt_duration=1250 frames, utt_pad_proportion=0.06171, over 7895.45 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3226, pruned_loss=0.08747, over 2475785.72 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07422, over 22407.89 utterances.], batch size: 258, lr: 4.72e-04
2022-08-24 07:43:01,009 INFO [train.py:927] (3/8) Epoch 7, batch 14950, giga_loss[loss=0.221, simple_loss=0.3071, pruned_loss=0.06741, over 12333.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02855, over 66.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3197, pruned_loss=0.08627, over 2474497.77 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07602, over 20620.00 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3068, pruned_loss=0.07572, over 2465090.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.06565, over 7992.92 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3202, pruned_loss=0.0864, over 2475171.04 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07431, over 21727.32 utterances.], batch size: 66, lr: 4.72e-04
2022-08-24 07:44:47,945 INFO [train.py:927] (3/8) Epoch 7, batch 15000, giga_loss[loss=0.2741, simple_loss=0.3555, pruned_loss=0.09634, over 12385.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.0577, over 162.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.323, pruned_loss=0.08731, over 2474255.69 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07634, over 20430.61 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.307, pruned_loss=0.07587, over 2464870.23 frames. utt_duration=1238 frames, utt_pad_proportion=0.06464, over 7972.17 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3235, pruned_loss=0.0875, over 2475182.19 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0754, over 21567.92 utterances.], batch size: 162, lr: 4.72e-04
2022-08-24 07:44:47,947 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 07:45:02,964 INFO [train.py:967] (3/8) 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 07:46:47,111 INFO [train.py:927] (3/8) Epoch 7, batch 15050, giga_loss[loss=0.2646, simple_loss=0.3348, pruned_loss=0.09722, over 12432.00 frames. utt_duration=579.5 frames, utt_pad_proportion=0.03574, over 86.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3249, pruned_loss=0.087, over 2474451.35 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07379, over 19682.37 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3077, pruned_loss=0.0765, over 2465339.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.06635, over 8040.24 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3256, pruned_loss=0.0872, over 2475311.93 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07286, over 21227.38 utterances.], batch size: 86, lr: 4.72e-04
2022-08-24 07:48:32,950 INFO [train.py:927] (3/8) Epoch 7, batch 15100, libri_loss[loss=0.2246, simple_loss=0.2948, pruned_loss=0.07719, over 12219.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007105, over 31.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3259, pruned_loss=0.08845, over 2474655.22 frames. utt_duration=490.2 frames, utt_pad_proportion=0.0833, over 20251.90 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3084, pruned_loss=0.07708, over 2465630.63 frames. utt_duration=1210 frames, utt_pad_proportion=0.07089, over 8159.07 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3265, pruned_loss=0.08845, over 2475377.40 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08065, over 21780.41 utterances.], batch size: 31, lr: 4.72e-04
2022-08-24 07:50:21,765 INFO [train.py:927] (3/8) Epoch 7, batch 15150, giga_loss[loss=0.3316, simple_loss=0.3653, pruned_loss=0.1489, over 12365.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2137, over 374.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3277, pruned_loss=0.09103, over 2474804.75 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08768, over 21277.37 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3083, pruned_loss=0.07708, over 2465557.51 frames. utt_duration=1212 frames, utt_pad_proportion=0.07034, over 8146.53 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3283, pruned_loss=0.09113, over 2475517.63 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08563, over 22597.90 utterances.], batch size: 374, lr: 4.72e-04
2022-08-24 07:52:06,090 INFO [train.py:927] (3/8) Epoch 7, batch 15200, giga_loss[loss=0.2462, simple_loss=0.3207, pruned_loss=0.08584, over 12446.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04376, over 134.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3255, pruned_loss=0.08975, over 2474421.45 frames. utt_duration=497 frames, utt_pad_proportion=0.08317, over 19974.48 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.309, pruned_loss=0.07719, over 2465341.92 frames. utt_duration=1215 frames, utt_pad_proportion=0.06893, over 8129.40 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.326, pruned_loss=0.09014, over 2475485.34 frames. utt_duration=463.3 frames, utt_pad_proportion=0.08231, over 21437.54 utterances.], batch size: 134, lr: 4.72e-04
2022-08-24 07:53:52,204 INFO [train.py:927] (3/8) Epoch 7, batch 15250, giga_loss[loss=0.3628, simple_loss=0.3998, pruned_loss=0.163, over 12409.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06794, over 211.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3253, pruned_loss=0.09023, over 2474368.39 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07846, over 19666.89 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3093, pruned_loss=0.07754, over 2465518.60 frames. utt_duration=1218 frames, utt_pad_proportion=0.06772, over 8109.49 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3257, pruned_loss=0.09052, over 2475261.10 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07856, over 21111.11 utterances.], batch size: 211, lr: 4.72e-04
2022-08-24 07:55:37,457 INFO [train.py:927] (3/8) Epoch 7, batch 15300, giga_loss[loss=0.286, simple_loss=0.3367, pruned_loss=0.1177, over 12329.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3234, pruned_loss=0.08975, over 2474692.78 frames. utt_duration=490.4 frames, utt_pad_proportion=0.08106, over 20246.10 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3088, pruned_loss=0.0773, over 2465570.58 frames. utt_duration=1221 frames, utt_pad_proportion=0.06725, over 8090.43 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3243, pruned_loss=0.09031, over 2475428.98 frames. utt_duration=461.9 frames, utt_pad_proportion=0.08119, over 21506.85 utterances.], batch size: 369, lr: 4.72e-04
2022-08-24 07:57:23,458 INFO [train.py:927] (3/8) Epoch 7, batch 15350, giga_loss[loss=0.2555, simple_loss=0.3401, pruned_loss=0.08542, over 12429.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04206, over 114.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3229, pruned_loss=0.08913, over 2474225.32 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07842, over 20307.08 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3087, pruned_loss=0.07739, over 2465290.54 frames. utt_duration=1221 frames, utt_pad_proportion=0.06715, over 8089.40 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.324, pruned_loss=0.08969, over 2475226.92 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07882, over 21527.51 utterances.], batch size: 114, lr: 4.72e-04
2022-08-24 07:59:09,796 INFO [train.py:927] (3/8) Epoch 7, batch 15400, giga_loss[loss=0.2544, simple_loss=0.3209, pruned_loss=0.09397, over 12344.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03105, over 85.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3248, pruned_loss=0.09069, over 2474131.82 frames. utt_duration=488.9 frames, utt_pad_proportion=0.08279, over 20302.13 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.309, pruned_loss=0.07778, over 2464890.24 frames. utt_duration=1215 frames, utt_pad_proportion=0.07049, over 8127.24 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3258, pruned_loss=0.09109, over 2475490.09 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08186, over 21511.99 utterances.], batch size: 85, lr: 4.71e-04
2022-08-24 08:00:54,574 INFO [train.py:927] (3/8) Epoch 7, batch 15450, giga_loss[loss=0.2218, simple_loss=0.3118, pruned_loss=0.06586, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03322, over 85.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3251, pruned_loss=0.08873, over 2474650.25 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07932, over 19700.42 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3091, pruned_loss=0.07795, over 2465525.85 frames. utt_duration=1207 frames, utt_pad_proportion=0.07272, over 8178.97 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3262, pruned_loss=0.08922, over 2475411.53 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07805, over 20941.29 utterances.], batch size: 85, lr: 4.71e-04
2022-08-24 08:02:41,700 INFO [train.py:927] (3/8) Epoch 7, batch 15500, giga_loss[loss=0.2425, simple_loss=0.3255, pruned_loss=0.07982, over 12388.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03287, over 80.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3279, pruned_loss=0.08864, over 2474781.36 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07788, over 19624.82 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3091, pruned_loss=0.07794, over 2465262.92 frames. utt_duration=1207 frames, utt_pad_proportion=0.07243, over 8180.13 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3289, pruned_loss=0.08912, over 2475682.87 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07707, over 20696.42 utterances.], batch size: 80, lr: 4.71e-04
2022-08-24 08:04:24,734 INFO [train.py:927] (3/8) Epoch 7, batch 15550, giga_loss[loss=0.2382, simple_loss=0.3164, pruned_loss=0.07997, over 12421.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03778, over 86.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3296, pruned_loss=0.09027, over 2474986.37 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07129, over 19654.10 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3093, pruned_loss=0.0779, over 2465025.17 frames. utt_duration=1211 frames, utt_pad_proportion=0.07136, over 8149.77 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3306, pruned_loss=0.0909, over 2476073.11 frames. utt_duration=479 frames, utt_pad_proportion=0.07134, over 20740.87 utterances.], batch size: 86, lr: 4.71e-04
2022-08-24 08:06:08,649 INFO [train.py:927] (3/8) Epoch 7, batch 15600, giga_loss[loss=0.2852, simple_loss=0.3335, pruned_loss=0.1184, over 12360.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.214, over 374.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3292, pruned_loss=0.09067, over 2474292.20 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07441, over 19798.27 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3091, pruned_loss=0.07769, over 2465142.93 frames. utt_duration=1215 frames, utt_pad_proportion=0.06983, over 8127.83 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3309, pruned_loss=0.09184, over 2475442.68 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07479, over 21145.73 utterances.], batch size: 374, lr: 4.71e-04
2022-08-24 08:07:52,486 INFO [train.py:927] (3/8) Epoch 7, batch 15650, giga_loss[loss=0.2529, simple_loss=0.3413, pruned_loss=0.08222, over 12367.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02586, over 66.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.329, pruned_loss=0.08939, over 2474257.03 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07639, over 20205.29 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3089, pruned_loss=0.07764, over 2465430.80 frames. utt_duration=1216 frames, utt_pad_proportion=0.06913, over 8119.00 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3307, pruned_loss=0.09053, over 2475040.21 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0769, over 21439.04 utterances.], batch size: 66, lr: 4.71e-04
2022-08-24 08:09:35,597 INFO [train.py:927] (3/8) Epoch 7, batch 15700, giga_loss[loss=0.2713, simple_loss=0.3435, pruned_loss=0.09957, over 12376.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03166, over 51.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3287, pruned_loss=0.08906, over 2474376.45 frames. utt_duration=493 frames, utt_pad_proportion=0.07459, over 20136.00 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3082, pruned_loss=0.0773, over 2465407.62 frames. utt_duration=1219 frames, utt_pad_proportion=0.06801, over 8101.28 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3314, pruned_loss=0.09066, over 2475319.69 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07559, over 21542.91 utterances.], batch size: 51, lr: 4.71e-04
2022-08-24 08:11:20,023 INFO [train.py:927] (3/8) Epoch 7, batch 15750, libri_loss[loss=0.2298, simple_loss=0.291, pruned_loss=0.08431, over 12252.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.02394, over 27.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3282, pruned_loss=0.08939, over 2474479.89 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07658, over 20281.78 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3077, pruned_loss=0.07723, over 2465196.96 frames. utt_duration=1227 frames, utt_pad_proportion=0.06671, over 8043.93 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3313, pruned_loss=0.09106, over 2475655.72 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07777, over 21791.27 utterances.], batch size: 27, lr: 4.71e-04
2022-08-24 08:13:04,324 INFO [train.py:927] (3/8) Epoch 7, batch 15800, giga_loss[loss=0.2365, simple_loss=0.3177, pruned_loss=0.07763, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.326, pruned_loss=0.08887, over 2474326.65 frames. utt_duration=485.7 frames, utt_pad_proportion=0.0806, over 20440.25 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3078, pruned_loss=0.0774, over 2465151.98 frames. utt_duration=1221 frames, utt_pad_proportion=0.06916, over 8088.01 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3293, pruned_loss=0.09051, over 2475662.02 frames. utt_duration=449.9 frames, utt_pad_proportion=0.08063, over 22084.32 utterances.], batch size: 75, lr: 4.71e-04
2022-08-24 08:14:51,626 INFO [train.py:927] (3/8) Epoch 7, batch 15850, giga_loss[loss=0.2338, simple_loss=0.3076, pruned_loss=0.08007, over 12434.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03822, over 123.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3246, pruned_loss=0.08873, over 2474758.47 frames. utt_duration=478.3 frames, utt_pad_proportion=0.08007, over 20760.84 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3078, pruned_loss=0.07738, over 2465182.78 frames. utt_duration=1223 frames, utt_pad_proportion=0.06866, over 8071.16 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3273, pruned_loss=0.09015, over 2475882.78 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08033, over 22186.12 utterances.], batch size: 123, lr: 4.71e-04
2022-08-24 08:16:41,491 INFO [train.py:927] (3/8) Epoch 7, batch 15900, giga_loss[loss=0.2149, simple_loss=0.2938, pruned_loss=0.06798, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03541, over 37.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08739, over 2474512.11 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07808, over 20918.13 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3074, pruned_loss=0.07728, over 2465143.47 frames. utt_duration=1231 frames, utt_pad_proportion=0.06732, over 8020.59 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3255, pruned_loss=0.08891, over 2475710.61 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07892, over 22458.02 utterances.], batch size: 37, lr: 4.71e-04
2022-08-24 08:18:21,963 INFO [train.py:927] (3/8) Epoch 7, batch 15950, giga_loss[loss=0.2527, simple_loss=0.332, pruned_loss=0.08665, over 12389.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.0429, over 26.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3199, pruned_loss=0.08489, over 2475262.22 frames. utt_duration=462 frames, utt_pad_proportion=0.07926, over 21499.06 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3075, pruned_loss=0.07745, over 2465320.12 frames. utt_duration=1218 frames, utt_pad_proportion=0.07122, over 8105.03 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3224, pruned_loss=0.08608, over 2476216.92 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07861, over 22884.90 utterances.], batch size: 26, lr: 4.71e-04
2022-08-24 08:20:10,499 INFO [train.py:927] (3/8) Epoch 7, batch 16000, giga_loss[loss=0.2147, simple_loss=0.3041, pruned_loss=0.06259, over 12424.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.02304, over 66.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3179, pruned_loss=0.08512, over 2474952.22 frames. utt_duration=451.8 frames, utt_pad_proportion=0.08296, over 21984.27 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3072, pruned_loss=0.07754, over 2465623.93 frames. utt_duration=1210 frames, utt_pad_proportion=0.07498, over 8161.54 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3205, pruned_loss=0.08623, over 2475721.33 frames. utt_duration=424 frames, utt_pad_proportion=0.08119, over 23437.59 utterances.], batch size: 66, lr: 4.71e-04
2022-08-24 08:21:52,850 INFO [train.py:927] (3/8) Epoch 7, batch 16050, giga_loss[loss=0.2259, simple_loss=0.3086, pruned_loss=0.07165, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02632, over 48.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3185, pruned_loss=0.08474, over 2475598.19 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07602, over 21358.29 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3072, pruned_loss=0.07755, over 2465755.81 frames. utt_duration=1210 frames, utt_pad_proportion=0.07466, over 8159.73 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08562, over 2476129.51 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07505, over 22553.40 utterances.], batch size: 48, lr: 4.71e-04
2022-08-24 08:23:38,175 INFO [train.py:927] (3/8) Epoch 7, batch 16100, giga_loss[loss=0.2399, simple_loss=0.3126, pruned_loss=0.0836, over 12249.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02992, over 42.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3185, pruned_loss=0.08427, over 2474791.86 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07275, over 20492.16 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3069, pruned_loss=0.07739, over 2465658.50 frames. utt_duration=1215 frames, utt_pad_proportion=0.07338, over 8129.19 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3207, pruned_loss=0.08532, over 2475591.87 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07255, over 21829.92 utterances.], batch size: 42, lr: 4.71e-04
2022-08-24 08:25:24,081 INFO [train.py:927] (3/8) Epoch 7, batch 16150, giga_loss[loss=0.2812, simple_loss=0.3267, pruned_loss=0.1178, over 12353.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2055, over 372.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3188, pruned_loss=0.08481, over 2474400.36 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07491, over 20477.89 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3069, pruned_loss=0.07737, over 2465788.14 frames. utt_duration=1217 frames, utt_pad_proportion=0.07258, over 8117.27 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3207, pruned_loss=0.08577, over 2475035.82 frames. utt_duration=457.3 frames, utt_pad_proportion=0.0749, over 21716.74 utterances.], batch size: 372, lr: 4.70e-04
2022-08-24 08:27:12,105 INFO [train.py:927] (3/8) Epoch 7, batch 16200, giga_loss[loss=0.2735, simple_loss=0.3379, pruned_loss=0.1046, over 12380.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3196, pruned_loss=0.08546, over 2474833.07 frames. utt_duration=499.6 frames, utt_pad_proportion=0.0709, over 19874.51 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3064, pruned_loss=0.07715, over 2465774.62 frames. utt_duration=1223 frames, utt_pad_proportion=0.07132, over 8072.83 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3219, pruned_loss=0.08658, over 2475526.74 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07154, over 21172.26 utterances.], batch size: 182, lr: 4.70e-04
2022-08-24 08:28:59,498 INFO [train.py:927] (3/8) Epoch 7, batch 16250, giga_loss[loss=0.3091, simple_loss=0.3536, pruned_loss=0.1323, over 12354.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3226, pruned_loss=0.08814, over 2475343.27 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07633, over 20937.13 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3063, pruned_loss=0.07706, over 2465776.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.0705, over 8052.83 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3247, pruned_loss=0.08926, over 2476021.87 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07685, over 22160.41 utterances.], batch size: 371, lr: 4.70e-04
2022-08-24 08:30:46,890 INFO [train.py:927] (3/8) Epoch 7, batch 16300, giga_loss[loss=0.2693, simple_loss=0.3398, pruned_loss=0.0994, over 12396.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04076, over 133.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3253, pruned_loss=0.08941, over 2475687.62 frames. utt_duration=443 frames, utt_pad_proportion=0.08434, over 22425.92 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.07753, over 2465882.88 frames. utt_duration=1211 frames, utt_pad_proportion=0.07515, over 8156.09 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3267, pruned_loss=0.09006, over 2476271.53 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08318, over 23489.63 utterances.], batch size: 133, lr: 4.70e-04
2022-08-24 08:32:33,873 INFO [train.py:927] (3/8) Epoch 7, batch 16350, giga_loss[loss=0.2693, simple_loss=0.3375, pruned_loss=0.1005, over 12423.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06621, over 184.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3247, pruned_loss=0.08936, over 2475288.59 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08124, over 22252.97 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3073, pruned_loss=0.07768, over 2465839.51 frames. utt_duration=1213 frames, utt_pad_proportion=0.07409, over 8140.97 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3258, pruned_loss=0.08994, over 2475980.97 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08082, over 23368.13 utterances.], batch size: 184, lr: 4.70e-04
2022-08-24 08:34:21,434 INFO [train.py:927] (3/8) Epoch 7, batch 16400, giga_loss[loss=0.2131, simple_loss=0.2823, pruned_loss=0.07191, over 12169.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03597, over 39.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3239, pruned_loss=0.0887, over 2475136.81 frames. utt_duration=453 frames, utt_pad_proportion=0.08093, over 21926.98 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3083, pruned_loss=0.07793, over 2465919.76 frames. utt_duration=1216 frames, utt_pad_proportion=0.07288, over 8121.27 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3243, pruned_loss=0.08932, over 2475938.63 frames. utt_duration=426.3 frames, utt_pad_proportion=0.08114, over 23311.68 utterances.], batch size: 39, lr: 4.70e-04
2022-08-24 08:36:06,266 INFO [train.py:927] (3/8) Epoch 7, batch 16450, libri_loss[loss=0.2045, simple_loss=0.2718, pruned_loss=0.06861, over 12226.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008286, over 29.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3228, pruned_loss=0.08861, over 2474955.44 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08155, over 21629.88 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3078, pruned_loss=0.07773, over 2465793.13 frames. utt_duration=1222 frames, utt_pad_proportion=0.07106, over 8081.22 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3243, pruned_loss=0.0897, over 2476062.77 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08242, over 23300.40 utterances.], batch size: 29, lr: 4.70e-04
2022-08-24 08:37:52,480 INFO [train.py:927] (3/8) Epoch 7, batch 16500, giga_loss[loss=0.2405, simple_loss=0.3212, pruned_loss=0.07992, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0318, over 86.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3231, pruned_loss=0.08911, over 2475095.07 frames. utt_duration=453 frames, utt_pad_proportion=0.08317, over 21923.70 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3075, pruned_loss=0.07757, over 2465826.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.07056, over 8063.46 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3246, pruned_loss=0.09019, over 2476015.36 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08393, over 23367.99 utterances.], batch size: 86, lr: 4.70e-04
2022-08-24 08:39:36,209 INFO [train.py:927] (3/8) Epoch 7, batch 16550, libri_loss[loss=0.2689, simple_loss=0.3361, pruned_loss=0.1009, over 12361.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.009998, over 38.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3225, pruned_loss=0.08868, over 2474272.80 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07999, over 21007.35 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3072, pruned_loss=0.07757, over 2465749.20 frames. utt_duration=1232 frames, utt_pad_proportion=0.06872, over 8017.04 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3244, pruned_loss=0.08991, over 2475376.55 frames. utt_duration=438.8 frames, utt_pad_proportion=0.0815, over 22638.55 utterances.], batch size: 38, lr: 4.70e-04
2022-08-24 08:41:21,851 INFO [train.py:927] (3/8) Epoch 7, batch 16600, giga_loss[loss=0.263, simple_loss=0.3307, pruned_loss=0.09769, over 12429.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02321, over 48.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3231, pruned_loss=0.09004, over 2473989.67 frames. utt_duration=462.6 frames, utt_pad_proportion=0.08465, over 21459.74 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3069, pruned_loss=0.07742, over 2465479.68 frames. utt_duration=1231 frames, utt_pad_proportion=0.06832, over 8020.22 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3254, pruned_loss=0.09154, over 2475374.22 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08587, over 23201.85 utterances.], batch size: 48, lr: 4.70e-04
2022-08-24 08:43:04,889 INFO [train.py:927] (3/8) Epoch 7, batch 16650, giga_loss[loss=0.2658, simple_loss=0.337, pruned_loss=0.09732, over 12377.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02644, over 66.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3246, pruned_loss=0.09062, over 2474378.54 frames. utt_duration=447 frames, utt_pad_proportion=0.08376, over 22218.04 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3067, pruned_loss=0.07722, over 2465573.10 frames. utt_duration=1233 frames, utt_pad_proportion=0.06779, over 8007.06 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3268, pruned_loss=0.09209, over 2475453.00 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08496, over 23724.92 utterances.], batch size: 66, lr: 4.70e-04
2022-08-24 08:44:50,175 INFO [train.py:927] (3/8) Epoch 7, batch 16700, giga_loss[loss=0.2541, simple_loss=0.3316, pruned_loss=0.08828, over 12352.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04453, over 37.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3249, pruned_loss=0.09048, over 2473493.80 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08118, over 21711.72 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3068, pruned_loss=0.07729, over 2465844.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.06623, over 7979.30 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.327, pruned_loss=0.09197, over 2474325.49 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08293, over 23333.84 utterances.], batch size: 37, lr: 4.70e-04
2022-08-24 08:46:32,935 INFO [train.py:927] (3/8) Epoch 7, batch 16750, giga_loss[loss=0.3213, simple_loss=0.3678, pruned_loss=0.1374, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07623, over 213.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3271, pruned_loss=0.09258, over 2473799.04 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0811, over 21690.00 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3072, pruned_loss=0.0775, over 2466265.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06412, over 7963.49 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3292, pruned_loss=0.09416, over 2474418.52 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08341, over 23575.12 utterances.], batch size: 213, lr: 4.70e-04
2022-08-24 08:48:16,019 INFO [train.py:927] (3/8) Epoch 7, batch 16800, giga_loss[loss=0.2406, simple_loss=0.3214, pruned_loss=0.07995, over 12347.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03292, over 97.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.328, pruned_loss=0.09258, over 2474215.98 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0808, over 21687.99 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3079, pruned_loss=0.07802, over 2466566.59 frames. utt_duration=1229 frames, utt_pad_proportion=0.06758, over 8039.00 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3295, pruned_loss=0.09373, over 2474607.74 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08189, over 23444.78 utterances.], batch size: 97, lr: 4.70e-04
2022-08-24 08:50:00,294 INFO [train.py:927] (3/8) Epoch 7, batch 16850, giga_loss[loss=0.1971, simple_loss=0.2834, pruned_loss=0.05544, over 12340.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03001, over 58.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3249, pruned_loss=0.08958, over 2474319.38 frames. utt_duration=496.5 frames, utt_pad_proportion=0.0741, over 19991.78 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.308, pruned_loss=0.07806, over 2466496.83 frames. utt_duration=1234 frames, utt_pad_proportion=0.06576, over 8006.23 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3266, pruned_loss=0.09088, over 2474944.90 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07626, over 21832.77 utterances.], batch size: 58, lr: 4.69e-04
2022-08-24 08:51:43,802 INFO [train.py:927] (3/8) Epoch 7, batch 16900, giga_loss[loss=0.2497, simple_loss=0.3247, pruned_loss=0.08734, over 12459.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0338, over 98.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.325, pruned_loss=0.08946, over 2474324.63 frames. utt_duration=491 frames, utt_pad_proportion=0.07134, over 20216.80 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3077, pruned_loss=0.07804, over 2466341.71 frames. utt_duration=1237 frames, utt_pad_proportion=0.06495, over 7985.34 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3269, pruned_loss=0.09071, over 2475096.17 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07356, over 21921.39 utterances.], batch size: 98, lr: 4.69e-04
2022-08-24 08:53:32,458 INFO [train.py:927] (3/8) Epoch 7, batch 16950, giga_loss[loss=0.2099, simple_loss=0.2898, pruned_loss=0.06503, over 12362.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03145, over 58.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3249, pruned_loss=0.09028, over 2474863.21 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07401, over 20593.83 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3076, pruned_loss=0.07804, over 2466538.98 frames. utt_duration=1239 frames, utt_pad_proportion=0.06411, over 7973.75 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3269, pruned_loss=0.09149, over 2475434.50 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07591, over 22181.33 utterances.], batch size: 58, lr: 4.69e-04
2022-08-24 08:55:19,961 INFO [train.py:927] (3/8) Epoch 7, batch 17000, giga_loss[loss=0.235, simple_loss=0.318, pruned_loss=0.07602, over 12373.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03344, over 104.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3265, pruned_loss=0.09171, over 2474751.40 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07568, over 20589.04 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3077, pruned_loss=0.07804, over 2466564.44 frames. utt_duration=1241 frames, utt_pad_proportion=0.06335, over 7960.20 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3283, pruned_loss=0.09283, over 2475284.02 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07733, over 22009.94 utterances.], batch size: 104, lr: 4.69e-04
2022-08-24 08:57:03,620 INFO [train.py:927] (3/8) Epoch 7, batch 17050, giga_loss[loss=0.2505, simple_loss=0.3251, pruned_loss=0.08792, over 12447.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03621, over 40.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3276, pruned_loss=0.09206, over 2475139.64 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07408, over 20501.66 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.308, pruned_loss=0.07812, over 2466679.62 frames. utt_duration=1235 frames, utt_pad_proportion=0.06651, over 8001.34 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3292, pruned_loss=0.09324, over 2475687.53 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07465, over 21941.22 utterances.], batch size: 40, lr: 4.69e-04
2022-08-24 08:58:49,106 INFO [train.py:927] (3/8) Epoch 7, batch 17100, giga_loss[loss=0.2419, simple_loss=0.3188, pruned_loss=0.08256, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02938, over 80.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3268, pruned_loss=0.09095, over 2475314.43 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07705, over 20504.58 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3081, pruned_loss=0.07825, over 2466931.78 frames. utt_duration=1234 frames, utt_pad_proportion=0.06555, over 8009.28 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3284, pruned_loss=0.09209, over 2475724.21 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07779, over 21935.28 utterances.], batch size: 80, lr: 4.69e-04
2022-08-24 09:00:35,090 INFO [train.py:927] (3/8) Epoch 7, batch 17150, giga_loss[loss=0.2847, simple_loss=0.3457, pruned_loss=0.1118, over 12414.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05539, over 162.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3257, pruned_loss=0.08988, over 2474962.04 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07536, over 20599.92 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3077, pruned_loss=0.07803, over 2466802.22 frames. utt_duration=1237 frames, utt_pad_proportion=0.06485, over 7985.27 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3275, pruned_loss=0.09113, over 2475496.15 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07631, over 21911.91 utterances.], batch size: 162, lr: 4.69e-04
2022-08-24 09:02:19,673 INFO [train.py:927] (3/8) Epoch 7, batch 17200, giga_loss[loss=0.2026, simple_loss=0.2866, pruned_loss=0.05932, over 12344.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03073, over 70.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3241, pruned_loss=0.08938, over 2474742.92 frames. utt_duration=493.5 frames, utt_pad_proportion=0.0722, over 20120.56 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3082, pruned_loss=0.0784, over 2466765.19 frames. utt_duration=1238 frames, utt_pad_proportion=0.0641, over 7978.48 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3254, pruned_loss=0.09021, over 2475311.10 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07344, over 21324.90 utterances.], batch size: 70, lr: 4.69e-04
2022-08-24 09:04:06,866 INFO [train.py:927] (3/8) Epoch 7, batch 17250, libri_loss[loss=0.2216, simple_loss=0.3185, pruned_loss=0.06237, over 12294.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008143, over 28.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3213, pruned_loss=0.08817, over 2473880.53 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07296, over 20168.10 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.308, pruned_loss=0.07801, over 2466786.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.0627, over 7937.66 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3229, pruned_loss=0.08946, over 2474512.14 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07449, over 21505.55 utterances.], batch size: 28, lr: 4.69e-04
2022-08-24 09:05:51,176 INFO [train.py:927] (3/8) Epoch 7, batch 17300, giga_loss[loss=0.2476, simple_loss=0.3238, pruned_loss=0.08572, over 12454.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02918, over 80.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3203, pruned_loss=0.08796, over 2474613.84 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07193, over 20424.37 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3081, pruned_loss=0.07826, over 2466927.03 frames. utt_duration=1235 frames, utt_pad_proportion=0.06648, over 7998.16 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3216, pruned_loss=0.08892, over 2475111.51 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07188, over 21645.77 utterances.], batch size: 80, lr: 4.69e-04
2022-08-24 09:07:36,206 INFO [train.py:927] (3/8) Epoch 7, batch 17350, giga_loss[loss=0.2222, simple_loss=0.3064, pruned_loss=0.06901, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03074, over 42.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3182, pruned_loss=0.0848, over 2474487.93 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07383, over 20950.89 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3074, pruned_loss=0.07795, over 2466762.22 frames. utt_duration=1244 frames, utt_pad_proportion=0.06493, over 7942.04 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3202, pruned_loss=0.08611, over 2475256.16 frames. utt_duration=444.3 frames, utt_pad_proportion=0.0742, over 22360.27 utterances.], batch size: 42, lr: 4.69e-04
2022-08-24 09:09:20,804 INFO [train.py:927] (3/8) Epoch 7, batch 17400, giga_loss[loss=0.2151, simple_loss=0.3036, pruned_loss=0.06335, over 12376.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.02753, over 51.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3161, pruned_loss=0.08142, over 2474754.89 frames. utt_duration=451.1 frames, utt_pad_proportion=0.0727, over 22015.67 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3075, pruned_loss=0.07794, over 2466879.41 frames. utt_duration=1245 frames, utt_pad_proportion=0.06467, over 7937.33 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3176, pruned_loss=0.08248, over 2475283.03 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07313, over 23188.01 utterances.], batch size: 51, lr: 4.69e-04
2022-08-24 09:11:03,164 INFO [train.py:927] (3/8) Epoch 7, batch 17450, giga_loss[loss=0.1938, simple_loss=0.2687, pruned_loss=0.05948, over 12371.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1743, over 356.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3133, pruned_loss=0.07856, over 2475000.21 frames. utt_duration=425.3 frames, utt_pad_proportion=0.07952, over 23359.69 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3078, pruned_loss=0.07822, over 2466928.46 frames. utt_duration=1231 frames, utt_pad_proportion=0.06894, over 8028.37 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3145, pruned_loss=0.0792, over 2475569.73 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07846, over 24562.94 utterances.], batch size: 356, lr: 4.69e-04
2022-08-24 09:12:48,373 INFO [train.py:927] (3/8) Epoch 7, batch 17500, giga_loss[loss=0.2041, simple_loss=0.2937, pruned_loss=0.05725, over 12324.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03068, over 66.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3132, pruned_loss=0.07687, over 2475053.07 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07298, over 22961.69 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3077, pruned_loss=0.07825, over 2467219.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.06768, over 7995.87 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3144, pruned_loss=0.07735, over 2475440.17 frames. utt_duration=409 frames, utt_pad_proportion=0.07285, over 24294.00 utterances.], batch size: 66, lr: 4.69e-04
2022-08-24 09:14:30,228 INFO [train.py:927] (3/8) Epoch 7, batch 17550, giga_loss[loss=0.2147, simple_loss=0.3004, pruned_loss=0.0645, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02655, over 48.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3107, pruned_loss=0.07418, over 2475571.94 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07096, over 23055.54 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3075, pruned_loss=0.07805, over 2466851.11 frames. utt_duration=1239 frames, utt_pad_proportion=0.06693, over 7973.05 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3119, pruned_loss=0.07471, over 2476335.05 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07121, over 24341.42 utterances.], batch size: 48, lr: 4.69e-04
2022-08-24 09:16:16,196 INFO [train.py:927] (3/8) Epoch 7, batch 17600, giga_loss[loss=0.1981, simple_loss=0.2915, pruned_loss=0.05235, over 12441.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3097, pruned_loss=0.07306, over 2475833.32 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07099, over 23462.58 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3078, pruned_loss=0.07822, over 2466943.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.06644, over 7964.31 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3104, pruned_loss=0.0733, over 2476427.20 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07134, over 24610.64 utterances.], batch size: 75, lr: 4.68e-04
2022-08-24 09:17:59,914 INFO [train.py:927] (3/8) Epoch 7, batch 17650, giga_loss[loss=0.1923, simple_loss=0.2809, pruned_loss=0.05191, over 12453.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04699, over 34.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3086, pruned_loss=0.07217, over 2475759.01 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07165, over 24087.70 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3084, pruned_loss=0.07882, over 2467043.02 frames. utt_duration=1230 frames, utt_pad_proportion=0.06937, over 8032.84 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3086, pruned_loss=0.07169, over 2476344.22 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07113, over 25308.95 utterances.], batch size: 34, lr: 4.68e-04
2022-08-24 09:19:47,640 INFO [train.py:927] (3/8) Epoch 7, batch 17700, giga_loss[loss=0.1766, simple_loss=0.2626, pruned_loss=0.04528, over 12458.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0361, over 43.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3042, pruned_loss=0.06965, over 2475867.14 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07077, over 24905.21 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3085, pruned_loss=0.07888, over 2466940.67 frames. utt_duration=1233 frames, utt_pad_proportion=0.06898, over 8015.54 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3041, pruned_loss=0.06914, over 2476498.96 frames. utt_duration=382 frames, utt_pad_proportion=0.07053, over 26033.86 utterances.], batch size: 43, lr: 4.68e-04
2022-08-24 09:21:33,192 INFO [train.py:927] (3/8) Epoch 7, batch 17750, giga_loss[loss=0.225, simple_loss=0.316, pruned_loss=0.06704, over 12403.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.308, pruned_loss=0.07027, over 2475963.18 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07805, over 26016.26 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3133, pruned_loss=0.07917, over 2467045.98 frames. utt_duration=1228 frames, utt_pad_proportion=0.06864, over 8045.75 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3033, pruned_loss=0.0694, over 2476576.99 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07771, over 27269.75 utterances.], batch size: 91, lr: 4.68e-04
2022-08-24 09:23:30,126 INFO [train.py:927] (3/8) Epoch 7, batch 17800, giga_loss[loss=0.2024, simple_loss=0.2896, pruned_loss=0.0576, over 12462.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03685, over 37.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.309, pruned_loss=0.06944, over 2476084.55 frames. utt_duration=393.8 frames, utt_pad_proportion=0.0751, over 25240.43 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.07913, over 2466835.38 frames. utt_duration=1230 frames, utt_pad_proportion=0.06788, over 8034.08 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3051, pruned_loss=0.06868, over 2476860.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07518, over 26463.16 utterances.], batch size: 37, lr: 4.68e-04
2022-08-24 09:25:37,799 INFO [train.py:927] (3/8) Epoch 7, batch 17850, giga_loss[loss=0.2273, simple_loss=0.3158, pruned_loss=0.06945, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03848, over 113.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3064, pruned_loss=0.06774, over 2476422.66 frames. utt_duration=408 frames, utt_pad_proportion=0.07097, over 24359.42 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3134, pruned_loss=0.07918, over 2466732.47 frames. utt_duration=1233 frames, utt_pad_proportion=0.06714, over 8011.67 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3034, pruned_loss=0.06696, over 2477248.56 frames. utt_duration=388.9 frames, utt_pad_proportion=0.07145, over 25570.90 utterances.], batch size: 113, lr: 4.68e-04
2022-08-24 09:27:46,996 INFO [train.py:927] (3/8) Epoch 7, batch 17900, giga_loss[loss=0.2416, simple_loss=0.3296, pruned_loss=0.07679, over 12390.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03516, over 122.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3038, pruned_loss=0.06605, over 2476260.71 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07034, over 24487.98 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3131, pruned_loss=0.07926, over 2466452.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.06571, over 7988.52 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3014, pruned_loss=0.06504, over 2477400.86 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07116, over 25903.26 utterances.], batch size: 122, lr: 4.68e-04
2022-08-24 09:29:51,425 INFO [train.py:927] (3/8) Epoch 7, batch 17950, giga_loss[loss=0.211, simple_loss=0.2968, pruned_loss=0.06258, over 12436.00 frames. utt_duration=310 frames, utt_pad_proportion=0.0461, over 161.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3008, pruned_loss=0.06522, over 2476671.98 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06685, over 24524.46 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3122, pruned_loss=0.07903, over 2466588.41 frames. utt_duration=1243 frames, utt_pad_proportion=0.06437, over 7946.61 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2993, pruned_loss=0.06424, over 2477712.65 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06807, over 26125.86 utterances.], batch size: 161, lr: 4.68e-04
2022-08-24 09:31:46,255 INFO [train.py:927] (3/8) Epoch 7, batch 18000, libri_loss[loss=0.2404, simple_loss=0.316, pruned_loss=0.08235, over 12460.00 frames. utt_duration=959.8 frames, utt_pad_proportion=0.06999, over 52.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2988, pruned_loss=0.06465, over 2476107.85 frames. utt_duration=402.9 frames, utt_pad_proportion=0.068, over 24661.47 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3114, pruned_loss=0.07873, over 2466495.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.0635, over 7914.78 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.298, pruned_loss=0.06375, over 2477311.58 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06916, over 26435.00 utterances.], batch size: 52, lr: 4.68e-04
2022-08-24 09:31:46,256 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 09:32:01,611 INFO [train.py:967] (3/8) 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 09:34:13,432 INFO [train.py:927] (3/8) Epoch 7, batch 18050, giga_loss[loss=0.2004, simple_loss=0.293, pruned_loss=0.05396, over 12404.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03417, over 122.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06449, over 2476303.45 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07067, over 24400.64 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3115, pruned_loss=0.07896, over 2466777.92 frames. utt_duration=1229 frames, utt_pad_proportion=0.07078, over 8041.19 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2985, pruned_loss=0.06317, over 2477271.96 frames. utt_duration=380 frames, utt_pad_proportion=0.06948, over 26162.50 utterances.], batch size: 122, lr: 4.68e-04
2022-08-24 09:36:22,613 INFO [train.py:927] (3/8) Epoch 7, batch 18100, giga_loss[loss=0.2044, simple_loss=0.2988, pruned_loss=0.055, over 12478.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0338, over 98.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2974, pruned_loss=0.06359, over 2476457.11 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06923, over 24045.03 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3113, pruned_loss=0.07895, over 2467006.78 frames. utt_duration=1230 frames, utt_pad_proportion=0.06978, over 8030.44 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2964, pruned_loss=0.06219, over 2477243.66 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06865, over 25837.59 utterances.], batch size: 98, lr: 4.68e-04
2022-08-24 09:38:27,095 INFO [train.py:927] (3/8) Epoch 7, batch 18150, giga_loss[loss=0.1592, simple_loss=0.2402, pruned_loss=0.03909, over 12373.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1794, over 358.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3006, pruned_loss=0.0646, over 2477526.83 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07331, over 25837.47 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3111, pruned_loss=0.07892, over 2467131.65 frames. utt_duration=1232 frames, utt_pad_proportion=0.0693, over 8020.14 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2999, pruned_loss=0.0634, over 2478115.41 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07278, over 27406.91 utterances.], batch size: 358, lr: 4.68e-04
2022-08-24 09:40:33,184 INFO [train.py:927] (3/8) Epoch 7, batch 18200, libri_loss[loss=0.2086, simple_loss=0.2918, pruned_loss=0.06275, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006303, over 32.00 utterances.], tot_loss[loss=0.213, simple_loss=0.3006, pruned_loss=0.06267, over 2477543.94 frames. utt_duration=395 frames, utt_pad_proportion=0.06955, over 25169.50 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3109, pruned_loss=0.07871, over 2467041.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06824, over 7997.89 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.3001, pruned_loss=0.06162, over 2478310.06 frames. utt_duration=371.6 frames, utt_pad_proportion=0.06963, over 26764.75 utterances.], batch size: 32, lr: 4.68e-04
2022-08-24 09:42:37,402 INFO [train.py:927] (3/8) Epoch 7, batch 18250, giga_loss[loss=0.2004, simple_loss=0.2888, pruned_loss=0.05599, over 12325.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02601, over 45.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3016, pruned_loss=0.06371, over 2477815.74 frames. utt_duration=387.5 frames, utt_pad_proportion=0.07149, over 25657.05 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3113, pruned_loss=0.07872, over 2467151.58 frames. utt_duration=1238 frames, utt_pad_proportion=0.06718, over 7979.02 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.3006, pruned_loss=0.06259, over 2478523.18 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07178, over 27271.96 utterances.], batch size: 45, lr: 4.68e-04
2022-08-24 09:45:11,594 INFO [train.py:927] (3/8) Epoch 7, batch 18300, giga_loss[loss=0.2022, simple_loss=0.2848, pruned_loss=0.05981, over 12460.00 frames. utt_duration=587.3 frames, utt_pad_proportion=0.02122, over 85.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3013, pruned_loss=0.06407, over 2477608.59 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06965, over 24809.32 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3111, pruned_loss=0.07871, over 2467086.75 frames. utt_duration=1242 frames, utt_pad_proportion=0.06596, over 7955.77 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.3004, pruned_loss=0.06286, over 2478437.81 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07032, over 26488.60 utterances.], batch size: 85, lr: 4.68e-04
2022-08-24 09:47:19,874 INFO [train.py:927] (3/8) Epoch 7, batch 18350, giga_loss[loss=0.1852, simple_loss=0.2639, pruned_loss=0.05326, over 12352.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1902, over 362.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.298, pruned_loss=0.06271, over 2478032.41 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07267, over 25237.23 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3109, pruned_loss=0.07857, over 2466967.86 frames. utt_duration=1245 frames, utt_pad_proportion=0.06567, over 7936.25 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2975, pruned_loss=0.06174, over 2478904.84 frames. utt_duration=372 frames, utt_pad_proportion=0.07314, over 26738.26 utterances.], batch size: 362, lr: 4.67e-04
2022-08-24 09:49:24,072 INFO [train.py:927] (3/8) Epoch 7, batch 18400, giga_loss[loss=0.2442, simple_loss=0.3255, pruned_loss=0.0814, over 12401.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2981, pruned_loss=0.06293, over 2478814.78 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07513, over 25693.01 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3109, pruned_loss=0.07857, over 2467174.54 frames. utt_duration=1243 frames, utt_pad_proportion=0.06551, over 7952.00 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2974, pruned_loss=0.06197, over 2479470.38 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07547, over 27088.70 utterances.], batch size: 133, lr: 4.67e-04
2022-08-24 09:51:30,741 INFO [train.py:927] (3/8) Epoch 7, batch 18450, giga_loss[loss=0.1963, simple_loss=0.2831, pruned_loss=0.05468, over 12453.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03651, over 133.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2985, pruned_loss=0.06385, over 2479141.57 frames. utt_duration=387.7 frames, utt_pad_proportion=0.07325, over 25654.94 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3113, pruned_loss=0.07898, over 2467354.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.06551, over 7970.51 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2975, pruned_loss=0.06259, over 2479597.93 frames. utt_duration=370 frames, utt_pad_proportion=0.07361, over 26889.25 utterances.], batch size: 133, lr: 4.67e-04
2022-08-24 09:53:34,462 INFO [train.py:927] (3/8) Epoch 7, batch 18500, giga_loss[loss=0.206, simple_loss=0.2985, pruned_loss=0.05673, over 12383.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02706, over 85.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2984, pruned_loss=0.06423, over 2478770.11 frames. utt_duration=385.8 frames, utt_pad_proportion=0.07462, over 25777.20 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.311, pruned_loss=0.0788, over 2467408.36 frames. utt_duration=1244 frames, utt_pad_proportion=0.06454, over 7944.27 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2977, pruned_loss=0.06313, over 2479286.87 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07512, over 27088.37 utterances.], batch size: 85, lr: 4.67e-04
2022-08-24 09:55:56,852 INFO [train.py:927] (3/8) Epoch 7, batch 18550, giga_loss[loss=0.2065, simple_loss=0.2983, pruned_loss=0.05733, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03198, over 39.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3019, pruned_loss=0.06501, over 2478519.46 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06974, over 25536.03 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3123, pruned_loss=0.07914, over 2467486.62 frames. utt_duration=1246 frames, utt_pad_proportion=0.06378, over 7930.20 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.3, pruned_loss=0.06364, over 2478997.32 frames. utt_duration=370.7 frames, utt_pad_proportion=0.07058, over 26830.39 utterances.], batch size: 39, lr: 4.67e-04
2022-08-24 09:58:06,264 INFO [train.py:927] (3/8) Epoch 7, batch 18600, giga_loss[loss=0.1755, simple_loss=0.2563, pruned_loss=0.04732, over 12381.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2984, pruned_loss=0.06427, over 2478874.10 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06817, over 25126.44 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3116, pruned_loss=0.07901, over 2467780.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.06303, over 7909.61 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2971, pruned_loss=0.06284, over 2479337.42 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06919, over 26719.14 utterances.], batch size: 97, lr: 4.67e-04
2022-08-24 10:00:01,871 INFO [train.py:927] (3/8) Epoch 7, batch 18650, giga_loss[loss=0.2393, simple_loss=0.314, pruned_loss=0.08229, over 12436.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03641, over 105.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2948, pruned_loss=0.06337, over 2478476.56 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06717, over 24970.10 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3112, pruned_loss=0.07892, over 2467681.23 frames. utt_duration=1254 frames, utt_pad_proportion=0.06167, over 7881.55 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2937, pruned_loss=0.06192, over 2479228.66 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06843, over 26723.21 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:01:58,055 INFO [train.py:927] (3/8) Epoch 7, batch 18700, giga_loss[loss=0.1637, simple_loss=0.2403, pruned_loss=0.04357, over 12374.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1756, over 356.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2937, pruned_loss=0.06299, over 2478273.76 frames. utt_duration=390.8 frames, utt_pad_proportion=0.07029, over 25441.55 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3114, pruned_loss=0.0793, over 2467741.38 frames. utt_duration=1255 frames, utt_pad_proportion=0.0604, over 7875.82 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2922, pruned_loss=0.06099, over 2479155.27 frames. utt_duration=363.1 frames, utt_pad_proportion=0.07146, over 27397.13 utterances.], batch size: 356, lr: 4.67e-04
2022-08-24 10:04:01,906 INFO [train.py:927] (3/8) Epoch 7, batch 18750, giga_loss[loss=0.2125, simple_loss=0.2916, pruned_loss=0.06674, over 12426.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07257, over 212.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2922, pruned_loss=0.06173, over 2478214.23 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06942, over 25344.49 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3111, pruned_loss=0.07913, over 2467451.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.05975, over 7852.81 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.291, pruned_loss=0.06006, over 2479320.28 frames. utt_duration=366.6 frames, utt_pad_proportion=0.07059, over 27140.10 utterances.], batch size: 212, lr: 4.67e-04
2022-08-24 10:06:17,672 INFO [train.py:927] (3/8) Epoch 7, batch 18800, libri_loss[loss=0.3146, simple_loss=0.3841, pruned_loss=0.1226, over 12442.00 frames. utt_duration=416.2 frames, utt_pad_proportion=0.3487, over 120.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2919, pruned_loss=0.06146, over 2478286.59 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07185, over 25420.32 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3111, pruned_loss=0.07918, over 2467711.82 frames. utt_duration=1250 frames, utt_pad_proportion=0.06357, over 7903.07 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2905, pruned_loss=0.05974, over 2479123.35 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07158, over 27121.66 utterances.], batch size: 120, lr: 4.67e-04
2022-08-24 10:08:18,977 INFO [train.py:927] (3/8) Epoch 7, batch 18850, giga_loss[loss=0.207, simple_loss=0.2961, pruned_loss=0.05891, over 12450.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03545, over 105.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2917, pruned_loss=0.06116, over 2479233.83 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06875, over 24657.09 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3114, pruned_loss=0.07921, over 2467919.37 frames. utt_duration=1250 frames, utt_pad_proportion=0.06316, over 7907.01 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2903, pruned_loss=0.05964, over 2479807.73 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06883, over 26133.79 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:10:14,289 INFO [train.py:927] (3/8) Epoch 7, batch 18900, giga_loss[loss=0.2154, simple_loss=0.3155, pruned_loss=0.05768, over 12412.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02537, over 91.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2916, pruned_loss=0.06086, over 2478841.25 frames. utt_duration=387.7 frames, utt_pad_proportion=0.07005, over 25651.84 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3115, pruned_loss=0.07921, over 2467687.29 frames. utt_duration=1252 frames, utt_pad_proportion=0.0622, over 7891.93 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2901, pruned_loss=0.05935, over 2479682.45 frames. utt_duration=366.8 frames, utt_pad_proportion=0.0703, over 27125.50 utterances.], batch size: 91, lr: 4.67e-04
2022-08-24 10:12:09,284 INFO [train.py:927] (3/8) Epoch 7, batch 18950, giga_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06025, over 12374.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04284, over 133.00 utterances.], tot_loss[loss=0.208, simple_loss=0.294, pruned_loss=0.06099, over 2478679.84 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06638, over 24538.63 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3113, pruned_loss=0.07917, over 2467768.30 frames. utt_duration=1253 frames, utt_pad_proportion=0.06161, over 7884.35 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2925, pruned_loss=0.05932, over 2479574.62 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06702, over 26186.70 utterances.], batch size: 133, lr: 4.67e-04
2022-08-24 10:14:09,233 INFO [train.py:927] (3/8) Epoch 7, batch 19000, giga_loss[loss=0.1853, simple_loss=0.2725, pruned_loss=0.04906, over 12366.00 frames. utt_duration=971 frames, utt_pad_proportion=0.02898, over 51.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2946, pruned_loss=0.06106, over 2478351.05 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06384, over 24114.27 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3113, pruned_loss=0.07921, over 2467974.09 frames. utt_duration=1255 frames, utt_pad_proportion=0.06054, over 7877.26 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.293, pruned_loss=0.05931, over 2479150.46 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06482, over 25810.20 utterances.], batch size: 51, lr: 4.67e-04
2022-08-24 10:16:08,406 INFO [train.py:927] (3/8) Epoch 7, batch 19050, giga_loss[loss=0.191, simple_loss=0.2793, pruned_loss=0.05138, over 12359.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03738, over 113.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2929, pruned_loss=0.06017, over 2478525.79 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06071, over 23334.71 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3109, pruned_loss=0.07914, over 2467918.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.05901, over 7836.16 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2914, pruned_loss=0.05821, over 2479563.40 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06217, over 25254.15 utterances.], batch size: 113, lr: 4.67e-04
2022-08-24 10:18:07,542 INFO [train.py:927] (3/8) Epoch 7, batch 19100, giga_loss[loss=0.2166, simple_loss=0.299, pruned_loss=0.06714, over 12385.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09466, over 255.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2925, pruned_loss=0.06037, over 2478543.43 frames. utt_duration=426 frames, utt_pad_proportion=0.06072, over 23337.63 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3108, pruned_loss=0.07915, over 2468147.61 frames. utt_duration=1251 frames, utt_pad_proportion=0.06298, over 7901.84 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2911, pruned_loss=0.05856, over 2479296.76 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06081, over 25008.08 utterances.], batch size: 255, lr: 4.67e-04
2022-08-24 10:20:05,877 INFO [train.py:927] (3/8) Epoch 7, batch 19150, giga_loss[loss=0.2002, simple_loss=0.2882, pruned_loss=0.05613, over 12359.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.294, pruned_loss=0.0612, over 2478402.57 frames. utt_duration=419 frames, utt_pad_proportion=0.06154, over 23730.28 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3104, pruned_loss=0.079, over 2468050.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.06136, over 7857.83 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2926, pruned_loss=0.0593, over 2479437.46 frames. utt_duration=388.2 frames, utt_pad_proportion=0.062, over 25624.06 utterances.], batch size: 70, lr: 4.66e-04
2022-08-24 10:22:01,981 INFO [train.py:927] (3/8) Epoch 7, batch 19200, giga_loss[loss=0.222, simple_loss=0.3062, pruned_loss=0.06889, over 12371.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.07305, over 213.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2963, pruned_loss=0.06239, over 2478226.95 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06374, over 23970.84 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3109, pruned_loss=0.07932, over 2468012.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.06061, over 7855.97 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2946, pruned_loss=0.06033, over 2479226.89 frames. utt_duration=387 frames, utt_pad_proportion=0.06421, over 25703.01 utterances.], batch size: 213, lr: 4.66e-04
2022-08-24 10:24:14,815 INFO [train.py:927] (3/8) Epoch 7, batch 19250, giga_loss[loss=0.2141, simple_loss=0.2961, pruned_loss=0.06612, over 12409.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02818, over 85.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2969, pruned_loss=0.06219, over 2477964.05 frames. utt_duration=426.3 frames, utt_pad_proportion=0.0633, over 23318.16 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3109, pruned_loss=0.07939, over 2468146.61 frames. utt_duration=1261 frames, utt_pad_proportion=0.05915, over 7841.29 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.05993, over 2478949.34 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06414, over 25226.63 utterances.], batch size: 85, lr: 4.66e-04
2022-08-24 10:26:17,726 INFO [train.py:927] (3/8) Epoch 7, batch 19300, giga_loss[loss=0.2039, simple_loss=0.2935, pruned_loss=0.05717, over 12354.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03251, over 58.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.296, pruned_loss=0.06224, over 2478570.87 frames. utt_duration=415 frames, utt_pad_proportion=0.06593, over 23959.34 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.311, pruned_loss=0.07927, over 2468383.51 frames. utt_duration=1255 frames, utt_pad_proportion=0.05929, over 7879.23 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2942, pruned_loss=0.06025, over 2479325.11 frames. utt_duration=386.7 frames, utt_pad_proportion=0.0664, over 25725.03 utterances.], batch size: 58, lr: 4.66e-04
2022-08-24 10:28:27,287 INFO [train.py:927] (3/8) Epoch 7, batch 19350, libri_loss[loss=0.2465, simple_loss=0.3366, pruned_loss=0.07816, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01589, over 40.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2954, pruned_loss=0.06203, over 2478591.23 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06625, over 24405.56 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3111, pruned_loss=0.07915, over 2468414.99 frames. utt_duration=1256 frames, utt_pad_proportion=0.05885, over 7872.47 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2938, pruned_loss=0.06041, over 2479233.12 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06674, over 25948.54 utterances.], batch size: 40, lr: 4.66e-04
2022-08-24 10:30:27,632 INFO [train.py:927] (3/8) Epoch 7, batch 19400, giga_loss[loss=0.202, simple_loss=0.2869, pruned_loss=0.05852, over 12243.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02756, over 45.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2946, pruned_loss=0.06176, over 2477844.95 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06482, over 24014.44 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.311, pruned_loss=0.07907, over 2468391.64 frames. utt_duration=1258 frames, utt_pad_proportion=0.05798, over 7858.06 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2931, pruned_loss=0.06025, over 2478578.51 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06557, over 25549.90 utterances.], batch size: 45, lr: 4.66e-04
2022-08-24 10:32:27,640 INFO [train.py:927] (3/8) Epoch 7, batch 19450, giga_loss[loss=0.2033, simple_loss=0.3034, pruned_loss=0.05161, over 12382.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03187, over 51.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2939, pruned_loss=0.05986, over 2477370.34 frames. utt_duration=420.9 frames, utt_pad_proportion=0.0645, over 23613.11 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3107, pruned_loss=0.07879, over 2468248.05 frames. utt_duration=1262 frames, utt_pad_proportion=0.05742, over 7830.35 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2928, pruned_loss=0.05867, over 2478205.17 frames. utt_duration=396.6 frames, utt_pad_proportion=0.0653, over 25068.54 utterances.], batch size: 51, lr: 4.66e-04
2022-08-24 10:34:22,714 INFO [train.py:927] (3/8) Epoch 7, batch 19500, giga_loss[loss=0.2148, simple_loss=0.3035, pruned_loss=0.06302, over 12415.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04778, over 161.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2955, pruned_loss=0.05987, over 2477413.66 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06299, over 23564.73 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3109, pruned_loss=0.079, over 2468171.42 frames. utt_duration=1265 frames, utt_pad_proportion=0.05629, over 7811.79 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.294, pruned_loss=0.05831, over 2478358.80 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06409, over 25101.70 utterances.], batch size: 161, lr: 4.66e-04
2022-08-24 10:36:29,286 INFO [train.py:927] (3/8) Epoch 7, batch 19550, giga_loss[loss=0.2289, simple_loss=0.3124, pruned_loss=0.07265, over 12406.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02631, over 91.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.06, over 2478012.66 frames. utt_duration=407.9 frames, utt_pad_proportion=0.0669, over 24372.18 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3107, pruned_loss=0.07891, over 2468290.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05591, over 7822.00 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2937, pruned_loss=0.05832, over 2478913.52 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06774, over 26035.79 utterances.], batch size: 91, lr: 4.66e-04
2022-08-24 10:38:43,453 INFO [train.py:927] (3/8) Epoch 7, batch 19600, giga_loss[loss=0.2162, simple_loss=0.3134, pruned_loss=0.05947, over 12403.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2962, pruned_loss=0.06001, over 2478214.35 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06537, over 23713.23 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3105, pruned_loss=0.07876, over 2468523.99 frames. utt_duration=1252 frames, utt_pad_proportion=0.06014, over 7898.01 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2948, pruned_loss=0.05822, over 2479032.21 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06518, over 25508.55 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:40:55,341 INFO [train.py:927] (3/8) Epoch 7, batch 19650, giga_loss[loss=0.2084, simple_loss=0.3022, pruned_loss=0.0573, over 12351.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02726, over 66.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2974, pruned_loss=0.0608, over 2478345.78 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06593, over 23492.16 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3096, pruned_loss=0.07846, over 2468591.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05876, over 7846.38 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2967, pruned_loss=0.05905, over 2479259.12 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06619, over 25483.25 utterances.], batch size: 66, lr: 4.66e-04
2022-08-24 10:43:18,598 INFO [train.py:927] (3/8) Epoch 7, batch 19700, giga_loss[loss=0.2005, simple_loss=0.29, pruned_loss=0.05547, over 12468.00 frames. utt_duration=409.6 frames, utt_pad_proportion=0.02477, over 122.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2957, pruned_loss=0.06014, over 2478511.48 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06476, over 23058.31 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3093, pruned_loss=0.07835, over 2468829.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05834, over 7831.94 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2952, pruned_loss=0.05871, over 2479110.29 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06518, over 24763.75 utterances.], batch size: 122, lr: 4.66e-04
2022-08-24 10:45:26,910 INFO [train.py:927] (3/8) Epoch 7, batch 19750, giga_loss[loss=0.2133, simple_loss=0.2992, pruned_loss=0.06372, over 12427.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05734, over 182.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2955, pruned_loss=0.05975, over 2478529.08 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06596, over 23679.73 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3097, pruned_loss=0.07851, over 2468873.11 frames. utt_duration=1260 frames, utt_pad_proportion=0.05836, over 7849.36 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2946, pruned_loss=0.05816, over 2479131.22 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06621, over 25281.97 utterances.], batch size: 182, lr: 4.66e-04
2022-08-24 10:47:26,693 INFO [train.py:927] (3/8) Epoch 7, batch 19800, giga_loss[loss=0.2371, simple_loss=0.3166, pruned_loss=0.07877, over 12390.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.108, over 259.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2952, pruned_loss=0.05982, over 2478049.88 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07181, over 24707.81 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3092, pruned_loss=0.07838, over 2468805.09 frames. utt_duration=1263 frames, utt_pad_proportion=0.05798, over 7829.91 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2947, pruned_loss=0.05851, over 2478669.84 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07184, over 26133.21 utterances.], batch size: 259, lr: 4.66e-04
2022-08-24 10:49:22,131 INFO [train.py:927] (3/8) Epoch 7, batch 19850, giga_loss[loss=0.1978, simple_loss=0.2838, pruned_loss=0.05587, over 12356.00 frames. utt_duration=471.8 frames, utt_pad_proportion=0.04294, over 105.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2967, pruned_loss=0.06052, over 2477562.76 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06744, over 24357.14 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3094, pruned_loss=0.07826, over 2468397.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05652, over 7784.65 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2957, pruned_loss=0.05901, over 2478689.31 frames. utt_duration=381.6 frames, utt_pad_proportion=0.0682, over 26062.36 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:51:22,888 INFO [train.py:927] (3/8) Epoch 7, batch 19900, giga_loss[loss=0.195, simple_loss=0.2749, pruned_loss=0.05758, over 12477.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02902, over 55.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2961, pruned_loss=0.06141, over 2477372.46 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06932, over 25051.52 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3091, pruned_loss=0.07821, over 2468161.05 frames. utt_duration=1269 frames, utt_pad_proportion=0.0561, over 7785.95 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2951, pruned_loss=0.05977, over 2478765.58 frames. utt_duration=369.9 frames, utt_pad_proportion=0.07004, over 26891.71 utterances.], batch size: 55, lr: 4.65e-04
2022-08-24 10:53:04,839 INFO [train.py:927] (3/8) Epoch 7, batch 19950, giga_loss[loss=0.2829, simple_loss=0.3618, pruned_loss=0.102, over 12383.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05152, over 161.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3016, pruned_loss=0.06484, over 2476381.39 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07073, over 24452.40 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3092, pruned_loss=0.0782, over 2468164.74 frames. utt_duration=1268 frames, utt_pad_proportion=0.05555, over 7796.41 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.3005, pruned_loss=0.0631, over 2477734.40 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07152, over 26379.58 utterances.], batch size: 161, lr: 4.65e-04
2022-08-24 10:54:49,730 INFO [train.py:927] (3/8) Epoch 7, batch 20000, giga_loss[loss=0.226, simple_loss=0.3032, pruned_loss=0.07442, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03603, over 105.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3057, pruned_loss=0.0677, over 2475980.64 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07486, over 23797.84 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3093, pruned_loss=0.07853, over 2468608.89 frames. utt_duration=1259 frames, utt_pad_proportion=0.05854, over 7849.83 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3046, pruned_loss=0.06568, over 2476868.76 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07446, over 25731.37 utterances.], batch size: 105, lr: 4.65e-04
2022-08-24 10:56:31,681 INFO [train.py:927] (3/8) Epoch 7, batch 20050, giga_loss[loss=0.201, simple_loss=0.2803, pruned_loss=0.06083, over 12372.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03949, over 145.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3016, pruned_loss=0.06695, over 2476070.17 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07647, over 23150.09 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3095, pruned_loss=0.07883, over 2468612.55 frames. utt_duration=1248 frames, utt_pad_proportion=0.0628, over 7922.18 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3005, pruned_loss=0.06492, over 2476858.36 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07481, over 24813.87 utterances.], batch size: 145, lr: 4.65e-04
2022-08-24 10:58:15,005 INFO [train.py:927] (3/8) Epoch 7, batch 20100, giga_loss[loss=0.186, simple_loss=0.2651, pruned_loss=0.05347, over 12355.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03198, over 97.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2943, pruned_loss=0.06428, over 2475693.80 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07648, over 22387.48 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3091, pruned_loss=0.07861, over 2468536.09 frames. utt_duration=1241 frames, utt_pad_proportion=0.06592, over 7964.01 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2934, pruned_loss=0.06244, over 2476641.26 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07434, over 24165.84 utterances.], batch size: 97, lr: 4.65e-04
2022-08-24 10:59:56,506 INFO [train.py:927] (3/8) Epoch 7, batch 20150, giga_loss[loss=0.1613, simple_loss=0.2457, pruned_loss=0.03842, over 12398.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.0298, over 62.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2884, pruned_loss=0.06251, over 2474628.69 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07307, over 21389.90 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3095, pruned_loss=0.07882, over 2468778.38 frames. utt_duration=1242 frames, utt_pad_proportion=0.06411, over 7960.46 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2866, pruned_loss=0.06028, over 2475421.30 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0722, over 23342.71 utterances.], batch size: 62, lr: 4.65e-04
2022-08-24 11:01:39,851 INFO [train.py:927] (3/8) Epoch 7, batch 20200, giga_loss[loss=0.1742, simple_loss=0.2575, pruned_loss=0.0454, over 12439.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.037, over 133.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2833, pruned_loss=0.0607, over 2474220.54 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07714, over 21224.47 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.309, pruned_loss=0.0786, over 2468508.09 frames. utt_duration=1235 frames, utt_pad_proportion=0.06746, over 8005.00 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2817, pruned_loss=0.05872, over 2475240.62 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07524, over 23056.89 utterances.], batch size: 133, lr: 4.65e-04
2022-08-24 11:03:22,749 INFO [train.py:927] (3/8) Epoch 7, batch 20250, giga_loss[loss=0.1708, simple_loss=0.2605, pruned_loss=0.0405, over 12389.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03901, over 113.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2789, pruned_loss=0.05887, over 2473965.80 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07364, over 21022.52 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3089, pruned_loss=0.07845, over 2468476.57 frames. utt_duration=1234 frames, utt_pad_proportion=0.06699, over 8013.05 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2772, pruned_loss=0.05699, over 2474946.73 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07254, over 22762.13 utterances.], batch size: 113, lr: 4.65e-04
2022-08-24 11:05:06,394 INFO [train.py:927] (3/8) Epoch 7, batch 20300, giga_loss[loss=0.1818, simple_loss=0.2533, pruned_loss=0.0551, over 12387.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06928, over 211.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2753, pruned_loss=0.05741, over 2473808.52 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07273, over 20182.55 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3092, pruned_loss=0.07852, over 2468258.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06502, over 7963.37 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2725, pruned_loss=0.05512, over 2474971.50 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07258, over 22083.93 utterances.], batch size: 211, lr: 4.65e-04
2022-08-24 11:06:51,145 INFO [train.py:927] (3/8) Epoch 7, batch 20350, giga_loss[loss=0.1928, simple_loss=0.2645, pruned_loss=0.06051, over 12421.00 frames. utt_duration=579 frames, utt_pad_proportion=0.03819, over 86.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2702, pruned_loss=0.05511, over 2473725.66 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07351, over 20034.50 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3091, pruned_loss=0.07844, over 2468260.91 frames. utt_duration=1244 frames, utt_pad_proportion=0.06431, over 7947.95 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2676, pruned_loss=0.05309, over 2474726.24 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07358, over 21707.00 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:08:35,775 INFO [train.py:927] (3/8) Epoch 7, batch 20400, giga_loss[loss=0.1726, simple_loss=0.2519, pruned_loss=0.04671, over 12457.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03533, over 86.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2659, pruned_loss=0.05344, over 2473285.75 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06717, over 19102.21 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3091, pruned_loss=0.07852, over 2468091.96 frames. utt_duration=1248 frames, utt_pad_proportion=0.06339, over 7922.11 utterances.], giga_tot_loss[loss=0.1829, simple_loss=0.2632, pruned_loss=0.05135, over 2474351.14 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06802, over 20663.03 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:10:19,262 INFO [train.py:927] (3/8) Epoch 7, batch 20450, giga_loss[loss=0.2355, simple_loss=0.3306, pruned_loss=0.07026, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02972, over 91.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2753, pruned_loss=0.05824, over 2472791.31 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06845, over 19324.08 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3086, pruned_loss=0.07842, over 2468005.88 frames. utt_duration=1253 frames, utt_pad_proportion=0.0625, over 7890.95 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2728, pruned_loss=0.05625, over 2473789.33 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06935, over 20777.36 utterances.], batch size: 91, lr: 4.65e-04
2022-08-24 11:12:02,895 INFO [train.py:927] (3/8) Epoch 7, batch 20500, giga_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05731, over 12253.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02875, over 54.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2858, pruned_loss=0.06323, over 2472766.16 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06883, over 19026.77 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3088, pruned_loss=0.07853, over 2468076.49 frames. utt_duration=1253 frames, utt_pad_proportion=0.06164, over 7888.20 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2832, pruned_loss=0.06124, over 2473576.54 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06987, over 20384.18 utterances.], batch size: 54, lr: 4.65e-04
2022-08-24 11:13:49,437 INFO [train.py:927] (3/8) Epoch 7, batch 20550, giga_loss[loss=0.2412, simple_loss=0.3294, pruned_loss=0.07648, over 12395.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03891, over 105.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2915, pruned_loss=0.06467, over 2472679.74 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06546, over 18795.16 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3093, pruned_loss=0.07871, over 2468021.65 frames. utt_duration=1254 frames, utt_pad_proportion=0.06091, over 7881.91 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2886, pruned_loss=0.06273, over 2473429.93 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06677, over 20020.87 utterances.], batch size: 105, lr: 4.65e-04
2022-08-24 11:15:35,244 INFO [train.py:927] (3/8) Epoch 7, batch 20600, giga_loss[loss=0.2449, simple_loss=0.3234, pruned_loss=0.08317, over 12448.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03423, over 86.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2946, pruned_loss=0.06621, over 2472480.66 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06533, over 18716.50 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.309, pruned_loss=0.07866, over 2468040.82 frames. utt_duration=1256 frames, utt_pad_proportion=0.06039, over 7869.29 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2923, pruned_loss=0.06448, over 2473129.25 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06659, over 19892.76 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:17:17,079 INFO [train.py:927] (3/8) Epoch 7, batch 20650, giga_loss[loss=0.2086, simple_loss=0.2972, pruned_loss=0.06004, over 12435.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03762, over 37.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2993, pruned_loss=0.06884, over 2473060.75 frames. utt_duration=516.5 frames, utt_pad_proportion=0.07007, over 19206.31 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3089, pruned_loss=0.07856, over 2468148.80 frames. utt_duration=1255 frames, utt_pad_proportion=0.06011, over 7878.10 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2973, pruned_loss=0.06731, over 2473585.44 frames. utt_duration=486.6 frames, utt_pad_proportion=0.071, over 20394.15 utterances.], batch size: 37, lr: 4.64e-04
2022-08-24 11:18:59,613 INFO [train.py:927] (3/8) Epoch 7, batch 20700, giga_loss[loss=0.2333, simple_loss=0.3208, pruned_loss=0.07293, over 12323.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03397, over 51.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3036, pruned_loss=0.07056, over 2472870.25 frames. utt_duration=513.5 frames, utt_pad_proportion=0.07614, over 19319.88 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3084, pruned_loss=0.07824, over 2467976.33 frames. utt_duration=1259 frames, utt_pad_proportion=0.059, over 7847.38 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3022, pruned_loss=0.06942, over 2473551.70 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07698, over 20538.78 utterances.], batch size: 51, lr: 4.64e-04
2022-08-24 11:20:42,211 INFO [train.py:927] (3/8) Epoch 7, batch 20750, giga_loss[loss=0.2275, simple_loss=0.3187, pruned_loss=0.06815, over 12422.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03474, over 113.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3066, pruned_loss=0.07152, over 2472848.26 frames. utt_duration=532.7 frames, utt_pad_proportion=0.0749, over 18621.14 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3089, pruned_loss=0.07853, over 2468415.42 frames. utt_duration=1249 frames, utt_pad_proportion=0.06225, over 7916.79 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3051, pruned_loss=0.07021, over 2473108.90 frames. utt_duration=501.7 frames, utt_pad_proportion=0.0748, over 19777.82 utterances.], batch size: 113, lr: 4.64e-04
2022-08-24 11:22:26,057 INFO [train.py:927] (3/8) Epoch 7, batch 20800, libri_loss[loss=0.2789, simple_loss=0.347, pruned_loss=0.1054, over 12452.00 frames. utt_duration=434.5 frames, utt_pad_proportion=0.3232, over 115.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3071, pruned_loss=0.07068, over 2473281.99 frames. utt_duration=550.8 frames, utt_pad_proportion=0.07275, over 18011.39 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3093, pruned_loss=0.0789, over 2468394.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06606, over 8011.96 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3054, pruned_loss=0.06909, over 2473646.46 frames. utt_duration=518.7 frames, utt_pad_proportion=0.07134, over 19129.68 utterances.], batch size: 115, lr: 4.64e-04
2022-08-24 11:24:09,836 INFO [train.py:927] (3/8) Epoch 7, batch 20850, giga_loss[loss=0.2861, simple_loss=0.349, pruned_loss=0.1116, over 12370.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06548, over 183.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3078, pruned_loss=0.07132, over 2473315.61 frames. utt_duration=573.5 frames, utt_pad_proportion=0.0682, over 17296.76 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3091, pruned_loss=0.07874, over 2468448.90 frames. utt_duration=1237 frames, utt_pad_proportion=0.0655, over 7993.78 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3066, pruned_loss=0.06998, over 2473679.77 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06757, over 18473.16 utterances.], batch size: 183, lr: 4.64e-04
2022-08-24 11:25:54,033 INFO [train.py:927] (3/8) Epoch 7, batch 20900, giga_loss[loss=0.2943, simple_loss=0.3504, pruned_loss=0.1191, over 12377.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3096, pruned_loss=0.07354, over 2473552.69 frames. utt_duration=565 frames, utt_pad_proportion=0.07177, over 17559.54 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3087, pruned_loss=0.07857, over 2468474.92 frames. utt_duration=1236 frames, utt_pad_proportion=0.06459, over 7998.85 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.309, pruned_loss=0.07246, over 2473955.46 frames. utt_duration=529.1 frames, utt_pad_proportion=0.07153, over 18755.42 utterances.], batch size: 259, lr: 4.64e-04
2022-08-24 11:27:37,973 INFO [train.py:927] (3/8) Epoch 7, batch 20950, giga_loss[loss=0.2031, simple_loss=0.2867, pruned_loss=0.05974, over 12353.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02941, over 70.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3083, pruned_loss=0.07415, over 2473577.67 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06957, over 17411.33 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3085, pruned_loss=0.07857, over 2468423.34 frames. utt_duration=1238 frames, utt_pad_proportion=0.06378, over 7987.47 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3081, pruned_loss=0.07314, over 2474080.69 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06993, over 18670.89 utterances.], batch size: 70, lr: 4.64e-04
2022-08-24 11:29:22,162 INFO [train.py:927] (3/8) Epoch 7, batch 21000, libri_loss[loss=0.2742, simple_loss=0.3398, pruned_loss=0.1043, over 12309.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005428, over 35.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3071, pruned_loss=0.07376, over 2473017.20 frames. utt_duration=599 frames, utt_pad_proportion=0.06338, over 16555.82 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3076, pruned_loss=0.07838, over 2467858.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.06193, over 7898.16 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3077, pruned_loss=0.07289, over 2474163.92 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06489, over 18080.22 utterances.], batch size: 35, lr: 4.64e-04
2022-08-24 11:29:22,163 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 11:29:37,317 INFO [train.py:967] (3/8) 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 11:31:22,752 INFO [train.py:927] (3/8) Epoch 7, batch 21050, giga_loss[loss=0.2405, simple_loss=0.3103, pruned_loss=0.08534, over 12376.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1087, over 259.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.306, pruned_loss=0.07265, over 2473790.25 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06513, over 17836.88 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3082, pruned_loss=0.07859, over 2467840.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.06578, over 7951.60 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.306, pruned_loss=0.07167, over 2474808.56 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06474, over 19171.70 utterances.], batch size: 259, lr: 4.64e-04
2022-08-24 11:33:07,804 INFO [train.py:927] (3/8) Epoch 7, batch 21100, libri_loss[loss=0.2312, simple_loss=0.3052, pruned_loss=0.07854, over 12353.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005449, over 33.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3027, pruned_loss=0.07143, over 2474286.18 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06508, over 17586.38 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3086, pruned_loss=0.07895, over 2468225.82 frames. utt_duration=1232 frames, utt_pad_proportion=0.06866, over 8022.70 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3022, pruned_loss=0.07016, over 2474932.97 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06367, over 18853.31 utterances.], batch size: 33, lr: 4.64e-04
2022-08-24 11:34:53,300 INFO [train.py:927] (3/8) Epoch 7, batch 21150, giga_loss[loss=0.1961, simple_loss=0.2867, pruned_loss=0.05279, over 12386.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02567, over 66.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.2997, pruned_loss=0.0708, over 2474649.15 frames. utt_duration=506.7 frames, utt_pad_proportion=0.08, over 19593.88 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3087, pruned_loss=0.07907, over 2468689.71 frames. utt_duration=1219 frames, utt_pad_proportion=0.07211, over 8110.65 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2989, pruned_loss=0.06933, over 2474974.24 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07686, over 20928.01 utterances.], batch size: 66, lr: 4.64e-04
2022-08-24 11:36:37,236 INFO [train.py:927] (3/8) Epoch 7, batch 21200, giga_loss[loss=0.2049, simple_loss=0.2881, pruned_loss=0.06081, over 12347.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03252, over 85.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.299, pruned_loss=0.07001, over 2474592.13 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07644, over 19112.86 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3085, pruned_loss=0.07893, over 2468594.67 frames. utt_duration=1221 frames, utt_pad_proportion=0.07159, over 8096.56 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2985, pruned_loss=0.06891, over 2474993.98 frames. utt_duration=489.7 frames, utt_pad_proportion=0.0743, over 20279.10 utterances.], batch size: 85, lr: 4.64e-04
2022-08-24 11:38:17,549 INFO [train.py:927] (3/8) Epoch 7, batch 21250, giga_loss[loss=0.1727, simple_loss=0.2552, pruned_loss=0.04511, over 12425.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04302, over 26.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2977, pruned_loss=0.07008, over 2474180.54 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07749, over 19258.73 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3089, pruned_loss=0.07922, over 2468691.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.0738, over 8138.76 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2965, pruned_loss=0.06861, over 2474600.72 frames. utt_duration=483 frames, utt_pad_proportion=0.07499, over 20556.34 utterances.], batch size: 26, lr: 4.64e-04
2022-08-24 11:40:00,829 INFO [train.py:927] (3/8) Epoch 7, batch 21300, giga_loss[loss=0.213, simple_loss=0.2796, pruned_loss=0.07324, over 12374.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04973, over 31.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2948, pruned_loss=0.06859, over 2473667.91 frames. utt_duration=524 frames, utt_pad_proportion=0.07443, over 18937.99 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3098, pruned_loss=0.07951, over 2468672.10 frames. utt_duration=1216 frames, utt_pad_proportion=0.07297, over 8129.74 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2929, pruned_loss=0.06701, over 2474074.85 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07291, over 20126.20 utterances.], batch size: 31, lr: 4.64e-04
2022-08-24 11:41:40,102 INFO [train.py:927] (3/8) Epoch 7, batch 21350, giga_loss[loss=0.1947, simple_loss=0.2767, pruned_loss=0.05633, over 12425.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04165, over 146.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2906, pruned_loss=0.06686, over 2473216.43 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06766, over 17710.20 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3091, pruned_loss=0.07925, over 2468525.04 frames. utt_duration=1224 frames, utt_pad_proportion=0.07111, over 8076.05 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2892, pruned_loss=0.06544, over 2473815.46 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06748, over 19035.38 utterances.], batch size: 146, lr: 4.64e-04
2022-08-24 11:43:25,231 INFO [train.py:927] (3/8) Epoch 7, batch 21400, giga_loss[loss=0.1822, simple_loss=0.2599, pruned_loss=0.05226, over 12378.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2878, pruned_loss=0.06572, over 2472651.79 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06804, over 17423.29 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3091, pruned_loss=0.07929, over 2468576.52 frames. utt_duration=1224 frames, utt_pad_proportion=0.07059, over 8075.82 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2864, pruned_loss=0.0644, over 2473137.88 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06808, over 18603.84 utterances.], batch size: 97, lr: 4.64e-04
2022-08-24 11:45:07,417 INFO [train.py:927] (3/8) Epoch 7, batch 21450, giga_loss[loss=0.198, simple_loss=0.274, pruned_loss=0.06102, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03763, over 113.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2843, pruned_loss=0.06416, over 2473070.47 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06447, over 16748.19 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3086, pruned_loss=0.07909, over 2468882.58 frames. utt_duration=1229 frames, utt_pad_proportion=0.06957, over 8047.52 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2832, pruned_loss=0.06304, over 2473251.41 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06512, over 17871.42 utterances.], batch size: 113, lr: 4.63e-04
2022-08-24 11:46:52,420 INFO [train.py:927] (3/8) Epoch 7, batch 21500, giga_loss[loss=0.2185, simple_loss=0.3025, pruned_loss=0.0672, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03311, over 75.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2861, pruned_loss=0.06519, over 2472816.26 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06655, over 16877.61 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3086, pruned_loss=0.07901, over 2468840.50 frames. utt_duration=1228 frames, utt_pad_proportion=0.06881, over 8053.59 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2843, pruned_loss=0.06384, over 2473145.21 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06721, over 18095.98 utterances.], batch size: 75, lr: 4.63e-04
2022-08-24 11:48:36,971 INFO [train.py:927] (3/8) Epoch 7, batch 21550, giga_loss[loss=0.2572, simple_loss=0.3322, pruned_loss=0.09105, over 12438.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05328, over 162.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2913, pruned_loss=0.06767, over 2473532.47 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06512, over 17119.75 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3093, pruned_loss=0.07905, over 2468874.71 frames. utt_duration=1230 frames, utt_pad_proportion=0.06776, over 8036.59 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.289, pruned_loss=0.06632, over 2473842.90 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06609, over 18268.51 utterances.], batch size: 162, lr: 4.63e-04
2022-08-24 11:50:18,575 INFO [train.py:927] (3/8) Epoch 7, batch 21600, giga_loss[loss=0.1951, simple_loss=0.2784, pruned_loss=0.05587, over 12172.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.0331, over 30.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2965, pruned_loss=0.07051, over 2473901.27 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0664, over 18027.78 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.309, pruned_loss=0.07902, over 2468637.23 frames. utt_duration=1224 frames, utt_pad_proportion=0.0707, over 8078.76 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2944, pruned_loss=0.06919, over 2474481.27 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06604, over 19150.70 utterances.], batch size: 30, lr: 4.63e-04
2022-08-24 11:52:03,084 INFO [train.py:927] (3/8) Epoch 7, batch 21650, giga_loss[loss=0.2071, simple_loss=0.3012, pruned_loss=0.05655, over 12383.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04486, over 26.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3018, pruned_loss=0.07218, over 2473667.86 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06841, over 18227.40 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3085, pruned_loss=0.07885, over 2468486.13 frames. utt_duration=1229 frames, utt_pad_proportion=0.07005, over 8044.76 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3005, pruned_loss=0.07118, over 2474338.61 frames. utt_duration=515 frames, utt_pad_proportion=0.06824, over 19275.08 utterances.], batch size: 26, lr: 4.63e-04
2022-08-24 11:53:44,744 INFO [train.py:927] (3/8) Epoch 7, batch 21700, giga_loss[loss=0.2287, simple_loss=0.3035, pruned_loss=0.07695, over 12386.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03827, over 37.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3056, pruned_loss=0.07459, over 2473508.66 frames. utt_duration=504.8 frames, utt_pad_proportion=0.0789, over 19659.55 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3086, pruned_loss=0.07898, over 2468290.73 frames. utt_duration=1234 frames, utt_pad_proportion=0.06838, over 8013.66 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3044, pruned_loss=0.07353, over 2474380.53 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07888, over 20878.60 utterances.], batch size: 37, lr: 4.63e-04
2022-08-24 11:55:26,560 INFO [train.py:927] (3/8) Epoch 7, batch 21750, giga_loss[loss=0.2249, simple_loss=0.3078, pruned_loss=0.07101, over 12343.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3037, pruned_loss=0.07208, over 2473382.47 frames. utt_duration=527.4 frames, utt_pad_proportion=0.07474, over 18811.26 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3089, pruned_loss=0.07918, over 2468388.10 frames. utt_duration=1224 frames, utt_pad_proportion=0.07153, over 8073.67 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3024, pruned_loss=0.07096, over 2474065.67 frames. utt_duration=498 frames, utt_pad_proportion=0.0739, over 19932.21 utterances.], batch size: 66, lr: 4.63e-04
2022-08-24 11:57:10,631 INFO [train.py:927] (3/8) Epoch 7, batch 21800, giga_loss[loss=0.2314, simple_loss=0.3069, pruned_loss=0.07795, over 12345.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.05158, over 31.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3047, pruned_loss=0.07183, over 2473503.28 frames. utt_duration=536.4 frames, utt_pad_proportion=0.07303, over 18497.77 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3089, pruned_loss=0.07923, over 2468747.73 frames. utt_duration=1225 frames, utt_pad_proportion=0.07054, over 8070.92 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3035, pruned_loss=0.07073, over 2473855.86 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07285, over 19630.98 utterances.], batch size: 31, lr: 4.63e-04
2022-08-24 11:58:55,429 INFO [train.py:927] (3/8) Epoch 7, batch 21850, giga_loss[loss=0.2166, simple_loss=0.2983, pruned_loss=0.06744, over 12373.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03613, over 37.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3079, pruned_loss=0.07359, over 2473375.62 frames. utt_duration=547.6 frames, utt_pad_proportion=0.07141, over 18114.88 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3092, pruned_loss=0.07918, over 2468907.45 frames. utt_duration=1225 frames, utt_pad_proportion=0.07004, over 8070.83 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3066, pruned_loss=0.07264, over 2473613.25 frames. utt_duration=515.1 frames, utt_pad_proportion=0.0716, over 19263.21 utterances.], batch size: 37, lr: 4.63e-04
2022-08-24 12:00:45,041 INFO [train.py:927] (3/8) Epoch 7, batch 21900, giga_loss[loss=0.2593, simple_loss=0.3398, pruned_loss=0.08943, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3093, pruned_loss=0.07478, over 2473733.91 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06773, over 17743.58 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3093, pruned_loss=0.07922, over 2469253.42 frames. utt_duration=1229 frames, utt_pad_proportion=0.06865, over 8045.32 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3082, pruned_loss=0.07387, over 2473698.57 frames. utt_duration=525 frames, utt_pad_proportion=0.06862, over 18900.26 utterances.], batch size: 146, lr: 4.63e-04
2022-08-24 12:02:26,009 INFO [train.py:927] (3/8) Epoch 7, batch 21950, giga_loss[loss=0.2118, simple_loss=0.3005, pruned_loss=0.06157, over 12403.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03484, over 75.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3098, pruned_loss=0.07542, over 2473749.60 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06313, over 17175.27 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3091, pruned_loss=0.07928, over 2469312.34 frames. utt_duration=1234 frames, utt_pad_proportion=0.06658, over 8016.75 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3091, pruned_loss=0.07448, over 2473853.41 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06493, over 18486.71 utterances.], batch size: 75, lr: 4.63e-04
2022-08-24 12:04:11,017 INFO [train.py:927] (3/8) Epoch 7, batch 22000, giga_loss[loss=0.2244, simple_loss=0.3134, pruned_loss=0.06764, over 12480.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03389, over 43.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3111, pruned_loss=0.07545, over 2472891.75 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06861, over 17525.90 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3092, pruned_loss=0.0793, over 2469370.08 frames. utt_duration=1231 frames, utt_pad_proportion=0.06637, over 8033.53 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3105, pruned_loss=0.07466, over 2472958.80 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06978, over 18623.51 utterances.], batch size: 43, lr: 4.63e-04
2022-08-24 12:05:54,209 INFO [train.py:927] (3/8) Epoch 7, batch 22050, giga_loss[loss=0.2833, simple_loss=0.341, pruned_loss=0.1128, over 12398.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3116, pruned_loss=0.07611, over 2472531.31 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06503, over 17316.59 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3093, pruned_loss=0.07932, over 2469244.48 frames. utt_duration=1235 frames, utt_pad_proportion=0.06473, over 8007.63 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3111, pruned_loss=0.07533, over 2472811.80 frames. utt_duration=534 frames, utt_pad_proportion=0.06685, over 18574.42 utterances.], batch size: 259, lr: 4.63e-04
2022-08-24 12:07:40,133 INFO [train.py:927] (3/8) Epoch 7, batch 22100, giga_loss[loss=0.2254, simple_loss=0.3005, pruned_loss=0.07516, over 12267.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02802, over 54.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.31, pruned_loss=0.07568, over 2473145.76 frames. utt_duration=582 frames, utt_pad_proportion=0.06295, over 17041.52 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3091, pruned_loss=0.07928, over 2469327.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.06376, over 7988.60 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3097, pruned_loss=0.07503, over 2473352.99 frames. utt_duration=544 frames, utt_pad_proportion=0.06495, over 18237.09 utterances.], batch size: 54, lr: 4.63e-04
2022-08-24 12:09:20,667 INFO [train.py:927] (3/8) Epoch 7, batch 22150, giga_loss[loss=0.237, simple_loss=0.3204, pruned_loss=0.07681, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02871, over 42.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07601, over 2472482.24 frames. utt_duration=601.7 frames, utt_pad_proportion=0.06243, over 16477.31 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3091, pruned_loss=0.0793, over 2469344.69 frames. utt_duration=1243 frames, utt_pad_proportion=0.06118, over 7953.35 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07528, over 2472816.89 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06515, over 17929.29 utterances.], batch size: 42, lr: 4.63e-04
2022-08-24 12:11:04,479 INFO [train.py:927] (3/8) Epoch 7, batch 22200, giga_loss[loss=0.2478, simple_loss=0.3319, pruned_loss=0.08187, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02765, over 45.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3104, pruned_loss=0.07593, over 2472089.12 frames. utt_duration=613 frames, utt_pad_proportion=0.06463, over 16170.68 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3089, pruned_loss=0.07934, over 2469370.19 frames. utt_duration=1246 frames, utt_pad_proportion=0.06047, over 7938.11 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3105, pruned_loss=0.07527, over 2472382.15 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06698, over 17441.81 utterances.], batch size: 45, lr: 4.62e-04
2022-08-24 12:12:45,500 INFO [train.py:927] (3/8) Epoch 7, batch 22250, giga_loss[loss=0.2501, simple_loss=0.3323, pruned_loss=0.08394, over 12334.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03384, over 58.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3104, pruned_loss=0.07622, over 2472258.26 frames. utt_duration=600.1 frames, utt_pad_proportion=0.06884, over 16519.62 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3093, pruned_loss=0.07956, over 2469180.82 frames. utt_duration=1233 frames, utt_pad_proportion=0.0644, over 8022.14 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3102, pruned_loss=0.07541, over 2472724.48 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06887, over 17641.62 utterances.], batch size: 58, lr: 4.62e-04
2022-08-24 12:14:30,170 INFO [train.py:927] (3/8) Epoch 7, batch 22300, giga_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.067, over 12373.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04228, over 133.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.07474, over 2472262.24 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06874, over 16513.96 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3098, pruned_loss=0.07977, over 2469320.68 frames. utt_duration=1221 frames, utt_pad_proportion=0.06838, over 8099.86 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3075, pruned_loss=0.07384, over 2472542.39 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06705, over 17443.22 utterances.], batch size: 133, lr: 4.62e-04
2022-08-24 12:16:11,195 INFO [train.py:927] (3/8) Epoch 7, batch 22350, giga_loss[loss=0.2259, simple_loss=0.3127, pruned_loss=0.0695, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3078, pruned_loss=0.07493, over 2472387.64 frames. utt_duration=583.6 frames, utt_pad_proportion=0.07005, over 16989.04 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.31, pruned_loss=0.0798, over 2469426.27 frames. utt_duration=1215 frames, utt_pad_proportion=0.07152, over 8141.59 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.307, pruned_loss=0.07404, over 2472569.65 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06728, over 17925.61 utterances.], batch size: 62, lr: 4.62e-04
2022-08-24 12:17:53,555 INFO [train.py:927] (3/8) Epoch 7, batch 22400, giga_loss[loss=0.1686, simple_loss=0.2595, pruned_loss=0.03885, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3041, pruned_loss=0.07321, over 2472307.44 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06734, over 16987.79 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3095, pruned_loss=0.07971, over 2469234.17 frames. utt_duration=1220 frames, utt_pad_proportion=0.07034, over 8103.32 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3039, pruned_loss=0.07246, over 2472690.00 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06568, over 17963.47 utterances.], batch size: 70, lr: 4.62e-04
2022-08-24 12:19:37,629 INFO [train.py:927] (3/8) Epoch 7, batch 22450, giga_loss[loss=0.2031, simple_loss=0.2791, pruned_loss=0.06361, over 12262.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02811, over 54.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3009, pruned_loss=0.07173, over 2472818.88 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06627, over 16709.48 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.31, pruned_loss=0.0802, over 2469377.54 frames. utt_duration=1211 frames, utt_pad_proportion=0.07274, over 8168.82 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3001, pruned_loss=0.07045, over 2473124.08 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06406, over 17762.96 utterances.], batch size: 54, lr: 4.62e-04
2022-08-24 12:21:17,598 INFO [train.py:927] (3/8) Epoch 7, batch 22500, giga_loss[loss=0.2652, simple_loss=0.3393, pruned_loss=0.09551, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07003, over 212.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.2992, pruned_loss=0.07093, over 2472537.96 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06363, over 16866.56 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3097, pruned_loss=0.08003, over 2469080.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.07118, over 8132.07 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2986, pruned_loss=0.06984, over 2473150.76 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06259, over 17966.81 utterances.], batch size: 212, lr: 4.62e-04
2022-08-24 12:22:59,697 INFO [train.py:927] (3/8) Epoch 7, batch 22550, giga_loss[loss=0.2125, simple_loss=0.3003, pruned_loss=0.06235, over 12331.00 frames. utt_duration=668 frames, utt_pad_proportion=0.02766, over 74.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2993, pruned_loss=0.07003, over 2472233.50 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05799, over 16342.83 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.31, pruned_loss=0.08029, over 2469106.21 frames. utt_duration=1219 frames, utt_pad_proportion=0.06981, over 8110.01 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2982, pruned_loss=0.06869, over 2472778.65 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05793, over 17436.53 utterances.], batch size: 74, lr: 4.62e-04
2022-08-24 12:24:42,116 INFO [train.py:927] (3/8) Epoch 7, batch 22600, giga_loss[loss=0.1978, simple_loss=0.2838, pruned_loss=0.05596, over 12469.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03285, over 86.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3, pruned_loss=0.06909, over 2472552.44 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06098, over 16679.85 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3104, pruned_loss=0.08061, over 2469261.21 frames. utt_duration=1196 frames, utt_pad_proportion=0.07746, over 8267.56 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2986, pruned_loss=0.06759, over 2472879.31 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05744, over 17517.30 utterances.], batch size: 86, lr: 4.62e-04
2022-08-24 12:26:23,191 INFO [train.py:927] (3/8) Epoch 7, batch 22650, giga_loss[loss=0.2142, simple_loss=0.299, pruned_loss=0.06465, over 12323.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03472, over 58.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2997, pruned_loss=0.06846, over 2473266.67 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05852, over 17211.50 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3107, pruned_loss=0.08076, over 2469103.40 frames. utt_duration=1199 frames, utt_pad_proportion=0.0758, over 8250.64 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2981, pruned_loss=0.06679, over 2473774.25 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05637, over 18147.15 utterances.], batch size: 58, lr: 4.62e-04
2022-08-24 12:28:07,725 INFO [train.py:927] (3/8) Epoch 7, batch 22700, giga_loss[loss=0.2506, simple_loss=0.332, pruned_loss=0.08466, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02673, over 45.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3003, pruned_loss=0.06889, over 2472975.72 frames. utt_duration=554.7 frames, utt_pad_proportion=0.05591, over 17880.93 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3101, pruned_loss=0.08051, over 2468669.07 frames. utt_duration=1206 frames, utt_pad_proportion=0.0747, over 8197.88 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2993, pruned_loss=0.06745, over 2473891.68 frames. utt_duration=524 frames, utt_pad_proportion=0.05465, over 18938.12 utterances.], batch size: 45, lr: 4.62e-04
2022-08-24 12:29:49,884 INFO [train.py:927] (3/8) Epoch 7, batch 22750, giga_loss[loss=0.226, simple_loss=0.3132, pruned_loss=0.06935, over 12419.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3014, pruned_loss=0.06924, over 2473547.69 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05313, over 17903.40 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3096, pruned_loss=0.08019, over 2468481.86 frames. utt_duration=1210 frames, utt_pad_proportion=0.07373, over 8169.16 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3008, pruned_loss=0.06817, over 2474519.59 frames. utt_duration=524.2 frames, utt_pad_proportion=0.05252, over 18938.47 utterances.], batch size: 146, lr: 4.62e-04
2022-08-24 12:31:31,206 INFO [train.py:927] (3/8) Epoch 7, batch 22800, giga_loss[loss=0.2082, simple_loss=0.2942, pruned_loss=0.06112, over 12262.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3044, pruned_loss=0.07025, over 2473073.43 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05283, over 17516.50 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3105, pruned_loss=0.08004, over 2468278.68 frames. utt_duration=1215 frames, utt_pad_proportion=0.07206, over 8135.58 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3029, pruned_loss=0.06924, over 2474141.72 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05282, over 18630.88 utterances.], batch size: 54, lr: 4.62e-04
2022-08-24 12:33:14,937 INFO [train.py:927] (3/8) Epoch 7, batch 22850, giga_loss[loss=0.2408, simple_loss=0.3247, pruned_loss=0.0785, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02973, over 91.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3052, pruned_loss=0.07027, over 2473609.28 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05596, over 17690.83 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3107, pruned_loss=0.08016, over 2468593.38 frames. utt_duration=1216 frames, utt_pad_proportion=0.07097, over 8129.88 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3038, pruned_loss=0.06919, over 2474273.02 frames. utt_duration=529.4 frames, utt_pad_proportion=0.0561, over 18748.06 utterances.], batch size: 91, lr: 4.62e-04
2022-08-24 12:34:57,097 INFO [train.py:927] (3/8) Epoch 7, batch 22900, giga_loss[loss=0.2464, simple_loss=0.3202, pruned_loss=0.08625, over 12391.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07421, over 212.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3042, pruned_loss=0.07, over 2473484.77 frames. utt_duration=582 frames, utt_pad_proportion=0.0532, over 17044.48 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3103, pruned_loss=0.08005, over 2468531.51 frames. utt_duration=1222 frames, utt_pad_proportion=0.06935, over 8087.13 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3032, pruned_loss=0.06891, over 2474224.37 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05395, over 18227.28 utterances.], batch size: 212, lr: 4.62e-04
2022-08-24 12:36:37,878 INFO [train.py:927] (3/8) Epoch 7, batch 22950, giga_loss[loss=0.1916, simple_loss=0.2747, pruned_loss=0.0543, over 12306.00 frames. utt_duration=913 frames, utt_pad_proportion=0.02457, over 54.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3009, pruned_loss=0.06859, over 2473009.75 frames. utt_duration=587 frames, utt_pad_proportion=0.05176, over 16894.90 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3104, pruned_loss=0.0801, over 2468662.85 frames. utt_duration=1221 frames, utt_pad_proportion=0.06936, over 8098.69 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3, pruned_loss=0.06766, over 2473500.05 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05239, over 17847.13 utterances.], batch size: 54, lr: 4.62e-04
2022-08-24 12:38:20,873 INFO [train.py:927] (3/8) Epoch 7, batch 23000, libri_loss[loss=0.2353, simple_loss=0.3159, pruned_loss=0.07733, over 12399.00 frames. utt_duration=764.6 frames, utt_pad_proportion=0.1232, over 65.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3004, pruned_loss=0.0677, over 2473188.66 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05503, over 17135.74 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3105, pruned_loss=0.08013, over 2468423.22 frames. utt_duration=1221 frames, utt_pad_proportion=0.06818, over 8094.71 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2993, pruned_loss=0.06654, over 2473921.13 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05556, over 18183.48 utterances.], batch size: 65, lr: 4.61e-04
2022-08-24 12:40:03,198 INFO [train.py:927] (3/8) Epoch 7, batch 23050, giga_loss[loss=0.1909, simple_loss=0.2887, pruned_loss=0.04652, over 12367.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.301, pruned_loss=0.06764, over 2473083.56 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05723, over 17293.37 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3105, pruned_loss=0.07996, over 2468581.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06664, over 8063.37 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2999, pruned_loss=0.06653, over 2473627.58 frames. utt_duration=538.9 frames, utt_pad_proportion=0.058, over 18410.26 utterances.], batch size: 51, lr: 4.61e-04
2022-08-24 12:41:43,450 INFO [train.py:927] (3/8) Epoch 7, batch 23100, giga_loss[loss=0.2214, simple_loss=0.2994, pruned_loss=0.07167, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2997, pruned_loss=0.06804, over 2472711.48 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05449, over 16967.11 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3098, pruned_loss=0.0794, over 2468541.59 frames. utt_duration=1231 frames, utt_pad_proportion=0.06571, over 8028.21 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2992, pruned_loss=0.0674, over 2473259.65 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05556, over 18097.38 utterances.], batch size: 146, lr: 4.61e-04
2022-08-24 12:43:20,714 INFO [train.py:927] (3/8) Epoch 7, batch 23150, giga_loss[loss=0.1839, simple_loss=0.2631, pruned_loss=0.05232, over 12433.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04414, over 31.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.298, pruned_loss=0.06833, over 2472985.84 frames. utt_duration=593 frames, utt_pad_proportion=0.05359, over 16724.55 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.31, pruned_loss=0.07956, over 2468536.34 frames. utt_duration=1220 frames, utt_pad_proportion=0.06832, over 8105.29 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2971, pruned_loss=0.06734, over 2473548.68 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05332, over 17835.33 utterances.], batch size: 31, lr: 4.61e-04
2022-08-24 12:45:04,780 INFO [train.py:927] (3/8) Epoch 7, batch 23200, giga_loss[loss=0.1996, simple_loss=0.2791, pruned_loss=0.06004, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02939, over 48.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2954, pruned_loss=0.06757, over 2473112.18 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05563, over 17236.70 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.31, pruned_loss=0.07956, over 2468536.34 frames. utt_duration=1220 frames, utt_pad_proportion=0.06832, over 8105.29 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2947, pruned_loss=0.0668, over 2473550.25 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05532, over 18101.23 utterances.], batch size: 48, lr: 4.61e-04
2022-08-24 12:46:46,031 INFO [train.py:927] (3/8) Epoch 7, batch 23250, giga_loss[loss=0.2084, simple_loss=0.2992, pruned_loss=0.05878, over 12354.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02706, over 66.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.292, pruned_loss=0.06622, over 2473273.49 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05305, over 17226.94 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3096, pruned_loss=0.07952, over 2468686.16 frames. utt_duration=1226 frames, utt_pad_proportion=0.06679, over 8063.27 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2912, pruned_loss=0.06519, over 2473631.28 frames. utt_duration=543.1 frames, utt_pad_proportion=0.0534, over 18268.86 utterances.], batch size: 66, lr: 4.61e-04
2022-08-24 12:48:24,534 INFO [train.py:927] (3/8) Epoch 7, batch 23300, giga_loss[loss=0.2371, simple_loss=0.3169, pruned_loss=0.07863, over 12365.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05331, over 161.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2929, pruned_loss=0.06652, over 2472759.96 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05648, over 17321.13 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3102, pruned_loss=0.07973, over 2468529.89 frames. utt_duration=1228 frames, utt_pad_proportion=0.06577, over 8052.10 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2913, pruned_loss=0.06527, over 2473256.12 frames. utt_duration=541.7 frames, utt_pad_proportion=0.05688, over 18314.69 utterances.], batch size: 161, lr: 4.61e-04
2022-08-24 12:50:05,575 INFO [train.py:927] (3/8) Epoch 7, batch 23350, giga_loss[loss=0.1894, simple_loss=0.2712, pruned_loss=0.05382, over 12473.00 frames. utt_duration=793.6 frames, utt_pad_proportion=0.03808, over 63.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2963, pruned_loss=0.06829, over 2472610.39 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06018, over 17447.32 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3105, pruned_loss=0.08009, over 2468668.91 frames. utt_duration=1219 frames, utt_pad_proportion=0.06852, over 8109.77 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2944, pruned_loss=0.06666, over 2472958.87 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05901, over 18400.37 utterances.], batch size: 63, lr: 4.61e-04
2022-08-24 12:51:46,898 INFO [train.py:927] (3/8) Epoch 7, batch 23400, giga_loss[loss=0.2366, simple_loss=0.3168, pruned_loss=0.07824, over 12358.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07141, over 211.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2988, pruned_loss=0.06908, over 2472859.99 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05987, over 17433.92 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3106, pruned_loss=0.08014, over 2468727.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.06809, over 8115.67 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2971, pruned_loss=0.06766, over 2473112.08 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05909, over 18260.26 utterances.], batch size: 211, lr: 4.61e-04
2022-08-24 12:53:33,057 INFO [train.py:927] (3/8) Epoch 7, batch 23450, giga_loss[loss=0.2338, simple_loss=0.3133, pruned_loss=0.07719, over 12392.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.02956, over 51.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3036, pruned_loss=0.07293, over 2473231.41 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05966, over 17191.87 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3106, pruned_loss=0.08011, over 2469095.22 frames. utt_duration=1221 frames, utt_pad_proportion=0.06713, over 8101.47 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3021, pruned_loss=0.07164, over 2473180.70 frames. utt_duration=550.6 frames, utt_pad_proportion=0.05933, over 18015.17 utterances.], batch size: 51, lr: 4.61e-04
2022-08-24 12:55:16,926 INFO [train.py:927] (3/8) Epoch 7, batch 23500, giga_loss[loss=0.3049, simple_loss=0.3682, pruned_loss=0.1208, over 12420.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07165, over 212.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3111, pruned_loss=0.07827, over 2473504.82 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07047, over 18832.11 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3106, pruned_loss=0.08012, over 2468903.74 frames. utt_duration=1221 frames, utt_pad_proportion=0.06686, over 8095.96 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3099, pruned_loss=0.07723, over 2473635.38 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06993, over 19518.04 utterances.], batch size: 212, lr: 4.61e-04
2022-08-24 12:57:01,861 INFO [train.py:927] (3/8) Epoch 7, batch 23550, giga_loss[loss=0.2486, simple_loss=0.3354, pruned_loss=0.08087, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0327, over 86.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3193, pruned_loss=0.08477, over 2473999.00 frames. utt_duration=514.9 frames, utt_pad_proportion=0.07359, over 19273.50 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3113, pruned_loss=0.08045, over 2468976.88 frames. utt_duration=1212 frames, utt_pad_proportion=0.07028, over 8157.86 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3178, pruned_loss=0.08366, over 2474156.53 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07167, over 20001.56 utterances.], batch size: 86, lr: 4.61e-04
2022-08-24 12:58:47,590 INFO [train.py:927] (3/8) Epoch 7, batch 23600, giga_loss[loss=0.259, simple_loss=0.339, pruned_loss=0.08953, over 12383.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03034, over 97.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3245, pruned_loss=0.08865, over 2474388.64 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07512, over 20120.78 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3113, pruned_loss=0.08044, over 2469106.63 frames. utt_duration=1214 frames, utt_pad_proportion=0.06898, over 8144.93 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3235, pruned_loss=0.0879, over 2474517.88 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07405, over 20961.75 utterances.], batch size: 97, lr: 4.61e-04
2022-08-24 13:00:34,243 INFO [train.py:927] (3/8) Epoch 7, batch 23650, libri_loss[loss=0.1707, simple_loss=0.2558, pruned_loss=0.04281, over 12445.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01045, over 29.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3283, pruned_loss=0.09302, over 2474038.29 frames. utt_duration=455 frames, utt_pad_proportion=0.08775, over 21819.47 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3105, pruned_loss=0.08004, over 2468788.01 frames. utt_duration=1222 frames, utt_pad_proportion=0.0676, over 8089.31 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3288, pruned_loss=0.09314, over 2474585.28 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08713, over 22932.62 utterances.], batch size: 29, lr: 4.61e-04
2022-08-24 13:02:20,720 INFO [train.py:927] (3/8) Epoch 7, batch 23700, giga_loss[loss=0.2295, simple_loss=0.3273, pruned_loss=0.06583, over 12252.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.0363, over 28.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3333, pruned_loss=0.0967, over 2474101.52 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08569, over 21923.43 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3108, pruned_loss=0.08026, over 2469104.22 frames. utt_duration=1209 frames, utt_pad_proportion=0.07151, over 8176.94 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3337, pruned_loss=0.09679, over 2474331.01 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08404, over 22904.37 utterances.], batch size: 28, lr: 4.61e-04
2022-08-24 13:04:04,708 INFO [train.py:927] (3/8) Epoch 7, batch 23750, giga_loss[loss=0.246, simple_loss=0.3246, pruned_loss=0.08367, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02602, over 45.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3345, pruned_loss=0.09822, over 2475116.43 frames. utt_duration=441.3 frames, utt_pad_proportion=0.08265, over 22509.77 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3107, pruned_loss=0.08024, over 2469254.75 frames. utt_duration=1212 frames, utt_pad_proportion=0.07075, over 8160.45 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3352, pruned_loss=0.09851, over 2475223.91 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08177, over 23482.34 utterances.], batch size: 45, lr: 4.61e-04
2022-08-24 13:05:50,590 INFO [train.py:927] (3/8) Epoch 7, batch 23800, giga_loss[loss=0.3141, simple_loss=0.3708, pruned_loss=0.1287, over 12429.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04177, over 146.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3358, pruned_loss=0.09822, over 2474887.91 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08218, over 22819.59 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3105, pruned_loss=0.08002, over 2469244.92 frames. utt_duration=1215 frames, utt_pad_proportion=0.07027, over 8140.90 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3367, pruned_loss=0.0988, over 2475031.47 frames. utt_duration=418.7 frames, utt_pad_proportion=0.08169, over 23725.76 utterances.], batch size: 146, lr: 4.60e-04
2022-08-24 13:07:32,217 INFO [train.py:927] (3/8) Epoch 7, batch 23850, giga_loss[loss=0.2974, simple_loss=0.3583, pruned_loss=0.1182, over 12383.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04133, over 133.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.337, pruned_loss=0.09942, over 2474558.75 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08253, over 22657.06 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3108, pruned_loss=0.08051, over 2469250.44 frames. utt_duration=1199 frames, utt_pad_proportion=0.0757, over 8246.26 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3388, pruned_loss=0.1004, over 2474948.53 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08082, over 24048.96 utterances.], batch size: 133, lr: 4.60e-04
2022-08-24 13:09:26,562 INFO [train.py:927] (3/8) Epoch 7, batch 23900, libri_loss[loss=0.2293, simple_loss=0.306, pruned_loss=0.07628, over 12337.00 frames. utt_duration=1074 frames, utt_pad_proportion=0.04334, over 46.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3358, pruned_loss=0.09739, over 2474914.79 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08195, over 22901.19 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3108, pruned_loss=0.08045, over 2469215.93 frames. utt_duration=1202 frames, utt_pad_proportion=0.07468, over 8230.55 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3378, pruned_loss=0.09859, over 2475373.38 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08103, over 24318.95 utterances.], batch size: 46, lr: 4.60e-04
2022-08-24 13:11:10,983 INFO [train.py:927] (3/8) Epoch 7, batch 23950, giga_loss[loss=0.2737, simple_loss=0.3477, pruned_loss=0.09979, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07176, over 212.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3329, pruned_loss=0.09451, over 2474620.36 frames. utt_duration=436.4 frames, utt_pad_proportion=0.08338, over 22755.77 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3108, pruned_loss=0.08051, over 2469053.82 frames. utt_duration=1206 frames, utt_pad_proportion=0.07328, over 8200.03 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.335, pruned_loss=0.09577, over 2475268.86 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08306, over 24243.71 utterances.], batch size: 212, lr: 4.60e-04
2022-08-24 13:12:55,488 INFO [train.py:927] (3/8) Epoch 7, batch 24000, giga_loss[loss=0.255, simple_loss=0.3382, pruned_loss=0.08593, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03177, over 75.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3316, pruned_loss=0.0935, over 2474997.59 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08257, over 22299.09 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3107, pruned_loss=0.08041, over 2469201.68 frames. utt_duration=1197 frames, utt_pad_proportion=0.07673, over 8263.75 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3336, pruned_loss=0.09475, over 2475451.32 frames. utt_duration=420.9 frames, utt_pad_proportion=0.08132, over 23608.67 utterances.], batch size: 75, lr: 4.60e-04
2022-08-24 13:12:55,489 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 13:13:10,167 INFO [train.py:967] (3/8) 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 13:15:02,307 INFO [train.py:927] (3/8) Epoch 7, batch 24050, giga_loss[loss=0.2501, simple_loss=0.3297, pruned_loss=0.08529, over 12447.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.33, pruned_loss=0.09171, over 2475644.73 frames. utt_duration=452.5 frames, utt_pad_proportion=0.08186, over 21954.80 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3111, pruned_loss=0.08056, over 2469272.12 frames. utt_duration=1178 frames, utt_pad_proportion=0.08311, over 8392.44 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3317, pruned_loss=0.09284, over 2476094.39 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07891, over 23193.04 utterances.], batch size: 123, lr: 4.60e-04
2022-08-24 13:16:52,011 INFO [train.py:927] (3/8) Epoch 7, batch 24100, giga_loss[loss=0.2255, simple_loss=0.3003, pruned_loss=0.07542, over 12365.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1932, over 364.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3294, pruned_loss=0.08903, over 2474854.50 frames. utt_duration=462 frames, utt_pad_proportion=0.08259, over 21493.48 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3112, pruned_loss=0.08047, over 2469246.68 frames. utt_duration=1178 frames, utt_pad_proportion=0.08235, over 8393.48 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3309, pruned_loss=0.09013, over 2475302.29 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08039, over 22634.95 utterances.], batch size: 364, lr: 4.60e-04
2022-08-24 13:18:38,264 INFO [train.py:927] (3/8) Epoch 7, batch 24150, giga_loss[loss=0.2485, simple_loss=0.3212, pruned_loss=0.08797, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03016, over 45.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3302, pruned_loss=0.0898, over 2474504.00 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07834, over 21188.77 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3113, pruned_loss=0.08054, over 2469235.73 frames. utt_duration=1175 frames, utt_pad_proportion=0.08186, over 8414.38 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3316, pruned_loss=0.09082, over 2475002.18 frames. utt_duration=444 frames, utt_pad_proportion=0.07693, over 22368.95 utterances.], batch size: 45, lr: 4.60e-04
2022-08-24 13:20:22,446 INFO [train.py:927] (3/8) Epoch 7, batch 24200, giga_loss[loss=0.2529, simple_loss=0.3311, pruned_loss=0.08733, over 12366.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3278, pruned_loss=0.08909, over 2474791.11 frames. utt_duration=474 frames, utt_pad_proportion=0.07555, over 20945.83 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.311, pruned_loss=0.08037, over 2469491.12 frames. utt_duration=1169 frames, utt_pad_proportion=0.08404, over 8462.12 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3298, pruned_loss=0.09029, over 2475106.12 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07362, over 22177.42 utterances.], batch size: 91, lr: 4.60e-04
2022-08-24 13:22:08,150 INFO [train.py:927] (3/8) Epoch 7, batch 24250, giga_loss[loss=0.2662, simple_loss=0.3434, pruned_loss=0.09447, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04589, over 146.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3263, pruned_loss=0.08902, over 2474935.33 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08164, over 22086.66 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.311, pruned_loss=0.08047, over 2469397.51 frames. utt_duration=1165 frames, utt_pad_proportion=0.08582, over 8491.79 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3284, pruned_loss=0.09013, over 2475419.15 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07934, over 23410.40 utterances.], batch size: 146, lr: 4.60e-04
2022-08-24 13:23:57,026 INFO [train.py:927] (3/8) Epoch 7, batch 24300, giga_loss[loss=0.25, simple_loss=0.3317, pruned_loss=0.08415, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02731, over 91.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3247, pruned_loss=0.08626, over 2474225.53 frames. utt_duration=476.9 frames, utt_pad_proportion=0.0774, over 20815.75 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.311, pruned_loss=0.08046, over 2469292.37 frames. utt_duration=1168 frames, utt_pad_proportion=0.08488, over 8469.57 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3266, pruned_loss=0.08724, over 2474746.98 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07599, over 22055.14 utterances.], batch size: 91, lr: 4.60e-04
2022-08-24 13:25:43,829 INFO [train.py:927] (3/8) Epoch 7, batch 24350, giga_loss[loss=0.2353, simple_loss=0.3144, pruned_loss=0.07813, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02724, over 66.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3233, pruned_loss=0.08567, over 2474130.88 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07849, over 20579.92 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3103, pruned_loss=0.07996, over 2469100.64 frames. utt_duration=1170 frames, utt_pad_proportion=0.08316, over 8451.04 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3259, pruned_loss=0.08714, over 2474908.91 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07776, over 22150.60 utterances.], batch size: 66, lr: 4.60e-04
2022-08-24 13:27:27,791 INFO [train.py:927] (3/8) Epoch 7, batch 24400, giga_loss[loss=0.269, simple_loss=0.3302, pruned_loss=0.1039, over 12367.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3214, pruned_loss=0.08512, over 2474321.29 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07608, over 20232.32 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3102, pruned_loss=0.07987, over 2469476.81 frames. utt_duration=1164 frames, utt_pad_proportion=0.08553, over 8496.94 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.324, pruned_loss=0.08656, over 2474725.23 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07482, over 21780.91 utterances.], batch size: 97, lr: 4.60e-04
2022-08-24 13:29:14,794 INFO [train.py:927] (3/8) Epoch 7, batch 24450, giga_loss[loss=0.2259, simple_loss=0.3027, pruned_loss=0.07449, over 12354.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03211, over 85.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3209, pruned_loss=0.08565, over 2474380.36 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07869, over 20513.98 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3102, pruned_loss=0.07987, over 2469330.09 frames. utt_duration=1164 frames, utt_pad_proportion=0.08494, over 8493.83 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3232, pruned_loss=0.08691, over 2474939.05 frames. utt_duration=452 frames, utt_pad_proportion=0.07777, over 21972.07 utterances.], batch size: 85, lr: 4.60e-04
2022-08-24 13:31:01,713 INFO [train.py:927] (3/8) Epoch 7, batch 24500, giga_loss[loss=0.2496, simple_loss=0.3151, pruned_loss=0.09203, over 12384.00 frames. utt_duration=512 frames, utt_pad_proportion=0.0303, over 97.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3198, pruned_loss=0.0859, over 2474136.54 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07671, over 20245.66 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.31, pruned_loss=0.07998, over 2469830.61 frames. utt_duration=1161 frames, utt_pad_proportion=0.08694, over 8520.38 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.08701, over 2474297.98 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07531, over 21787.08 utterances.], batch size: 97, lr: 4.60e-04
2022-08-24 13:32:44,161 INFO [train.py:927] (3/8) Epoch 7, batch 24550, giga_loss[loss=0.2298, simple_loss=0.3078, pruned_loss=0.07587, over 12330.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03087, over 91.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3195, pruned_loss=0.08511, over 2474537.17 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07264, over 20157.53 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.31, pruned_loss=0.07996, over 2470012.12 frames. utt_duration=1162 frames, utt_pad_proportion=0.08641, over 8516.81 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3215, pruned_loss=0.08611, over 2474578.26 frames. utt_duration=459.8 frames, utt_pad_proportion=0.0719, over 21593.68 utterances.], batch size: 91, lr: 4.60e-04
2022-08-24 13:34:29,591 INFO [train.py:927] (3/8) Epoch 7, batch 24600, giga_loss[loss=0.2601, simple_loss=0.3316, pruned_loss=0.09432, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3196, pruned_loss=0.08456, over 2475363.70 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07158, over 20286.60 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3097, pruned_loss=0.07974, over 2470153.49 frames. utt_duration=1165 frames, utt_pad_proportion=0.08586, over 8491.71 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3216, pruned_loss=0.08558, over 2475320.22 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07121, over 21539.23 utterances.], batch size: 161, lr: 4.59e-04
2022-08-24 13:36:14,464 INFO [train.py:927] (3/8) Epoch 7, batch 24650, giga_loss[loss=0.292, simple_loss=0.354, pruned_loss=0.115, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06257, over 183.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3209, pruned_loss=0.08553, over 2475235.77 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06915, over 19972.41 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3101, pruned_loss=0.07988, over 2470151.87 frames. utt_duration=1173 frames, utt_pad_proportion=0.0837, over 8434.47 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3224, pruned_loss=0.08638, over 2475364.67 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06956, over 21401.83 utterances.], batch size: 183, lr: 4.59e-04
2022-08-24 13:37:58,927 INFO [train.py:927] (3/8) Epoch 7, batch 24700, giga_loss[loss=0.2673, simple_loss=0.3158, pruned_loss=0.1094, over 12361.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3226, pruned_loss=0.08824, over 2475270.15 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07265, over 20715.30 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3099, pruned_loss=0.07984, over 2470189.63 frames. utt_duration=1178 frames, utt_pad_proportion=0.0821, over 8400.00 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3243, pruned_loss=0.08911, over 2475437.17 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07318, over 22148.89 utterances.], batch size: 374, lr: 4.59e-04
2022-08-24 13:39:43,532 INFO [train.py:927] (3/8) Epoch 7, batch 24750, giga_loss[loss=0.2553, simple_loss=0.3243, pruned_loss=0.09316, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3217, pruned_loss=0.08827, over 2474983.17 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07466, over 20496.02 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3098, pruned_loss=0.07994, over 2469894.62 frames. utt_duration=1181 frames, utt_pad_proportion=0.08156, over 8377.06 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3232, pruned_loss=0.08894, over 2475424.34 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07514, over 21751.54 utterances.], batch size: 58, lr: 4.59e-04
2022-08-24 13:41:27,881 INFO [train.py:927] (3/8) Epoch 7, batch 24800, giga_loss[loss=0.2212, simple_loss=0.3045, pruned_loss=0.06891, over 12462.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03542, over 43.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3229, pruned_loss=0.08844, over 2475607.59 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0804, over 21683.52 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.31, pruned_loss=0.07995, over 2469964.18 frames. utt_duration=1175 frames, utt_pad_proportion=0.08192, over 8418.07 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3241, pruned_loss=0.08908, over 2475964.04 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08036, over 22806.18 utterances.], batch size: 43, lr: 4.59e-04
2022-08-24 13:43:16,282 INFO [train.py:927] (3/8) Epoch 7, batch 24850, giga_loss[loss=0.2155, simple_loss=0.2975, pruned_loss=0.06679, over 12331.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.05328, over 34.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3216, pruned_loss=0.08686, over 2474280.53 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07986, over 21070.36 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3106, pruned_loss=0.08001, over 2469684.12 frames. utt_duration=1180 frames, utt_pad_proportion=0.08076, over 8380.93 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3222, pruned_loss=0.08746, over 2474889.93 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08023, over 22224.66 utterances.], batch size: 34, lr: 4.59e-04
2022-08-24 13:45:00,669 INFO [train.py:927] (3/8) Epoch 7, batch 24900, libri_loss[loss=0.2162, simple_loss=0.2886, pruned_loss=0.07194, over 12419.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007565, over 30.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3198, pruned_loss=0.08577, over 2475147.98 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07615, over 20088.45 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3107, pruned_loss=0.0799, over 2469740.46 frames. utt_duration=1177 frames, utt_pad_proportion=0.08103, over 8401.80 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3204, pruned_loss=0.08645, over 2475673.51 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07654, over 21206.81 utterances.], batch size: 30, lr: 4.59e-04
2022-08-24 13:46:46,040 INFO [train.py:927] (3/8) Epoch 7, batch 24950, giga_loss[loss=0.2285, simple_loss=0.3303, pruned_loss=0.06331, over 12452.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03824, over 31.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3233, pruned_loss=0.08724, over 2475101.97 frames. utt_duration=480.6 frames, utt_pad_proportion=0.0781, over 20660.96 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3099, pruned_loss=0.07952, over 2470011.65 frames. utt_duration=1186 frames, utt_pad_proportion=0.07884, over 8338.60 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3249, pruned_loss=0.08837, over 2475461.66 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07902, over 22043.60 utterances.], batch size: 31, lr: 4.59e-04
2022-08-24 13:48:31,473 INFO [train.py:927] (3/8) Epoch 7, batch 25000, giga_loss[loss=0.2966, simple_loss=0.3592, pruned_loss=0.117, over 12456.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03448, over 98.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3254, pruned_loss=0.08704, over 2474571.24 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07404, over 20189.98 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3098, pruned_loss=0.07951, over 2469733.40 frames. utt_duration=1189 frames, utt_pad_proportion=0.07829, over 8319.27 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3269, pruned_loss=0.088, over 2475130.66 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07517, over 21396.17 utterances.], batch size: 98, lr: 4.59e-04
2022-08-24 13:50:14,595 INFO [train.py:927] (3/8) Epoch 7, batch 25050, giga_loss[loss=0.2331, simple_loss=0.3064, pruned_loss=0.07988, over 12202.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04053, over 28.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3258, pruned_loss=0.08788, over 2474082.67 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07556, over 20026.59 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3092, pruned_loss=0.07913, over 2469455.61 frames. utt_duration=1192 frames, utt_pad_proportion=0.07681, over 8295.30 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.328, pruned_loss=0.08925, over 2474944.96 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07682, over 21430.14 utterances.], batch size: 28, lr: 4.59e-04
2022-08-24 13:52:00,526 INFO [train.py:927] (3/8) Epoch 7, batch 25100, giga_loss[loss=0.2256, simple_loss=0.3014, pruned_loss=0.07493, over 12482.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0353, over 43.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3255, pruned_loss=0.08802, over 2473842.17 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07544, over 19817.90 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3098, pruned_loss=0.07947, over 2469420.56 frames. utt_duration=1190 frames, utt_pad_proportion=0.07614, over 8312.72 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3273, pruned_loss=0.08908, over 2474714.69 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07668, over 21295.95 utterances.], batch size: 43, lr: 4.59e-04
2022-08-24 13:53:45,077 INFO [train.py:927] (3/8) Epoch 7, batch 25150, giga_loss[loss=0.2357, simple_loss=0.3175, pruned_loss=0.07694, over 12395.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02508, over 66.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3245, pruned_loss=0.08805, over 2474428.22 frames. utt_duration=490 frames, utt_pad_proportion=0.07437, over 20261.66 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3099, pruned_loss=0.07937, over 2469194.52 frames. utt_duration=1188 frames, utt_pad_proportion=0.07594, over 8326.17 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3261, pruned_loss=0.08914, over 2475394.10 frames. utt_duration=459.1 frames, utt_pad_proportion=0.0755, over 21635.00 utterances.], batch size: 66, lr: 4.59e-04
2022-08-24 13:55:32,385 INFO [train.py:927] (3/8) Epoch 7, batch 25200, giga_loss[loss=0.2454, simple_loss=0.3187, pruned_loss=0.08603, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3243, pruned_loss=0.08883, over 2475096.75 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07207, over 20076.95 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3093, pruned_loss=0.07897, over 2469485.06 frames. utt_duration=1192 frames, utt_pad_proportion=0.07513, over 8294.85 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3263, pruned_loss=0.09021, over 2475718.32 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07335, over 21402.87 utterances.], batch size: 113, lr: 4.59e-04
2022-08-24 13:57:15,445 INFO [train.py:927] (3/8) Epoch 7, batch 25250, giga_loss[loss=0.2611, simple_loss=0.3299, pruned_loss=0.09613, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0429, over 146.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3228, pruned_loss=0.08869, over 2475456.59 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07077, over 19721.51 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.309, pruned_loss=0.07891, over 2469274.99 frames. utt_duration=1195 frames, utt_pad_proportion=0.07379, over 8278.81 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3252, pruned_loss=0.09023, over 2476353.19 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07233, over 21216.56 utterances.], batch size: 146, lr: 4.59e-04
2022-08-24 13:59:00,120 INFO [train.py:927] (3/8) Epoch 7, batch 25300, giga_loss[loss=0.2565, simple_loss=0.3365, pruned_loss=0.08832, over 12353.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03312, over 62.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3229, pruned_loss=0.0881, over 2475130.43 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06674, over 19081.01 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3089, pruned_loss=0.07893, over 2469395.40 frames. utt_duration=1186 frames, utt_pad_proportion=0.07656, over 8337.64 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.08946, over 2475850.47 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06709, over 20416.48 utterances.], batch size: 62, lr: 4.59e-04
2022-08-24 14:00:45,138 INFO [train.py:927] (3/8) Epoch 7, batch 25350, giga_loss[loss=0.2284, simple_loss=0.3073, pruned_loss=0.07475, over 12364.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02883, over 70.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3244, pruned_loss=0.08933, over 2475203.85 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07284, over 20007.27 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3096, pruned_loss=0.0789, over 2469327.79 frames. utt_duration=1192 frames, utt_pad_proportion=0.07519, over 8299.90 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.326, pruned_loss=0.09074, over 2476014.28 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07321, over 21432.09 utterances.], batch size: 70, lr: 4.59e-04
2022-08-24 14:02:30,196 INFO [train.py:927] (3/8) Epoch 7, batch 25400, giga_loss[loss=0.2275, simple_loss=0.3186, pruned_loss=0.06819, over 12481.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03126, over 43.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3257, pruned_loss=0.08762, over 2475550.57 frames. utt_duration=521.5 frames, utt_pad_proportion=0.0677, over 19040.54 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3097, pruned_loss=0.07885, over 2469307.92 frames. utt_duration=1192 frames, utt_pad_proportion=0.07465, over 8297.30 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3271, pruned_loss=0.08893, over 2476301.58 frames. utt_duration=489 frames, utt_pad_proportion=0.06849, over 20317.57 utterances.], batch size: 43, lr: 4.58e-04
2022-08-24 14:04:14,924 INFO [train.py:927] (3/8) Epoch 7, batch 25450, giga_loss[loss=0.2282, simple_loss=0.3215, pruned_loss=0.06745, over 12388.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02573, over 66.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3271, pruned_loss=0.08772, over 2474868.54 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06643, over 18863.59 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3097, pruned_loss=0.07889, over 2469114.25 frames. utt_duration=1194 frames, utt_pad_proportion=0.07361, over 8285.47 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3286, pruned_loss=0.08888, over 2475735.85 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06749, over 20083.20 utterances.], batch size: 66, lr: 4.58e-04
2022-08-24 14:05:58,323 INFO [train.py:927] (3/8) Epoch 7, batch 25500, giga_loss[loss=0.2711, simple_loss=0.3447, pruned_loss=0.0988, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3287, pruned_loss=0.08974, over 2475260.24 frames. utt_duration=513 frames, utt_pad_proportion=0.06712, over 19354.63 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3097, pruned_loss=0.07895, over 2469235.20 frames. utt_duration=1197 frames, utt_pad_proportion=0.072, over 8261.07 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3305, pruned_loss=0.09094, over 2476042.25 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06843, over 20700.78 utterances.], batch size: 133, lr: 4.58e-04
2022-08-24 14:07:43,863 INFO [train.py:927] (3/8) Epoch 7, batch 25550, giga_loss[loss=0.2831, simple_loss=0.3354, pruned_loss=0.1153, over 12187.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.0391, over 33.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.33, pruned_loss=0.09078, over 2475660.65 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06987, over 20244.48 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3102, pruned_loss=0.07928, over 2469389.74 frames. utt_duration=1182 frames, utt_pad_proportion=0.07606, over 8366.99 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3312, pruned_loss=0.09157, over 2476228.04 frames. utt_duration=465.1 frames, utt_pad_proportion=0.06917, over 21364.79 utterances.], batch size: 33, lr: 4.58e-04
2022-08-24 14:09:29,528 INFO [train.py:927] (3/8) Epoch 7, batch 25600, giga_loss[loss=0.2185, simple_loss=0.3046, pruned_loss=0.0662, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04508, over 34.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3302, pruned_loss=0.08901, over 2475628.50 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07, over 19735.46 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3109, pruned_loss=0.07943, over 2469436.91 frames. utt_duration=1182 frames, utt_pad_proportion=0.07576, over 8364.45 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3308, pruned_loss=0.0897, over 2476156.44 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06951, over 20843.27 utterances.], batch size: 34, lr: 4.58e-04
2022-08-24 14:11:15,193 INFO [train.py:927] (3/8) Epoch 7, batch 25650, giga_loss[loss=0.276, simple_loss=0.3301, pruned_loss=0.111, over 12361.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2016, over 368.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3315, pruned_loss=0.08995, over 2475002.54 frames. utt_duration=480 frames, utt_pad_proportion=0.0756, over 20690.17 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3116, pruned_loss=0.07936, over 2469095.87 frames. utt_duration=1186 frames, utt_pad_proportion=0.07465, over 8337.53 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3319, pruned_loss=0.0908, over 2475881.08 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0754, over 21877.93 utterances.], batch size: 368, lr: 4.58e-04
2022-08-24 14:12:58,588 INFO [train.py:927] (3/8) Epoch 7, batch 25700, giga_loss[loss=0.2332, simple_loss=0.3099, pruned_loss=0.07819, over 12364.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02889, over 66.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3297, pruned_loss=0.08985, over 2475210.17 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07808, over 20844.74 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3117, pruned_loss=0.07962, over 2469578.57 frames. utt_duration=1185 frames, utt_pad_proportion=0.0738, over 8348.75 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3306, pruned_loss=0.09075, over 2475745.82 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07804, over 22292.91 utterances.], batch size: 66, lr: 4.58e-04
2022-08-24 14:14:48,060 INFO [train.py:927] (3/8) Epoch 7, batch 25750, giga_loss[loss=0.2577, simple_loss=0.3318, pruned_loss=0.09183, over 12364.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04048, over 113.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3271, pruned_loss=0.08915, over 2475720.94 frames. utt_duration=462.6 frames, utt_pad_proportion=0.08137, over 21474.41 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3113, pruned_loss=0.07936, over 2469729.66 frames. utt_duration=1186 frames, utt_pad_proportion=0.07273, over 8337.31 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3286, pruned_loss=0.09034, over 2476145.86 frames. utt_duration=433 frames, utt_pad_proportion=0.08161, over 22950.95 utterances.], batch size: 113, lr: 4.58e-04
2022-08-24 14:16:30,906 INFO [train.py:927] (3/8) Epoch 7, batch 25800, giga_loss[loss=0.2322, simple_loss=0.3196, pruned_loss=0.0724, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03343, over 97.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3253, pruned_loss=0.08813, over 2475454.79 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07471, over 20803.94 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3108, pruned_loss=0.07895, over 2469602.93 frames. utt_duration=1190 frames, utt_pad_proportion=0.07168, over 8310.68 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3272, pruned_loss=0.08961, over 2476048.42 frames. utt_duration=447 frames, utt_pad_proportion=0.07568, over 22229.34 utterances.], batch size: 97, lr: 4.58e-04
2022-08-24 14:18:12,026 INFO [train.py:927] (3/8) Epoch 7, batch 25850, giga_loss[loss=0.2104, simple_loss=0.2915, pruned_loss=0.06462, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03267, over 80.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3233, pruned_loss=0.0865, over 2475258.81 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07163, over 21104.11 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3105, pruned_loss=0.07888, over 2469473.92 frames. utt_duration=1192 frames, utt_pad_proportion=0.07146, over 8298.13 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3251, pruned_loss=0.08776, over 2475858.99 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07263, over 22283.85 utterances.], batch size: 80, lr: 4.58e-04
2022-08-24 14:20:04,311 INFO [train.py:927] (3/8) Epoch 7, batch 25900, giga_loss[loss=0.216, simple_loss=0.2975, pruned_loss=0.06728, over 12268.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02746, over 54.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3219, pruned_loss=0.08529, over 2475131.32 frames. utt_duration=474 frames, utt_pad_proportion=0.07326, over 20954.59 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3111, pruned_loss=0.07906, over 2469912.53 frames. utt_duration=1180 frames, utt_pad_proportion=0.07484, over 8382.48 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3233, pruned_loss=0.08638, over 2475441.92 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07276, over 22291.68 utterances.], batch size: 54, lr: 4.58e-04
2022-08-24 14:21:51,506 INFO [train.py:927] (3/8) Epoch 7, batch 25950, giga_loss[loss=0.2242, simple_loss=0.2917, pruned_loss=0.0783, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.0388, over 37.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3191, pruned_loss=0.08483, over 2475323.10 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0786, over 22188.45 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3108, pruned_loss=0.07919, over 2469632.78 frames. utt_duration=1185 frames, utt_pad_proportion=0.07399, over 8348.07 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3205, pruned_loss=0.0857, over 2475926.12 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07825, over 23519.93 utterances.], batch size: 37, lr: 4.58e-04
2022-08-24 14:23:35,546 INFO [train.py:927] (3/8) Epoch 7, batch 26000, giga_loss[loss=0.2464, simple_loss=0.3188, pruned_loss=0.08703, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3199, pruned_loss=0.08498, over 2475438.00 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07406, over 21713.69 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3102, pruned_loss=0.07888, over 2469503.96 frames. utt_duration=1191 frames, utt_pad_proportion=0.07306, over 8306.45 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3218, pruned_loss=0.08604, over 2476129.51 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07432, over 23040.59 utterances.], batch size: 146, lr: 4.58e-04
2022-08-24 14:25:19,238 INFO [train.py:927] (3/8) Epoch 7, batch 26050, giga_loss[loss=0.2287, simple_loss=0.3108, pruned_loss=0.07332, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03155, over 42.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3197, pruned_loss=0.08463, over 2475307.80 frames. utt_duration=479.8 frames, utt_pad_proportion=0.06758, over 20698.03 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3096, pruned_loss=0.07857, over 2469372.68 frames. utt_duration=1198 frames, utt_pad_proportion=0.07184, over 8255.30 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.322, pruned_loss=0.08589, over 2476118.94 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06855, over 22100.22 utterances.], batch size: 42, lr: 4.58e-04
2022-08-24 14:27:01,419 INFO [train.py:927] (3/8) Epoch 7, batch 26100, giga_loss[loss=0.2703, simple_loss=0.3218, pruned_loss=0.1094, over 12353.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.244, simple_loss=0.319, pruned_loss=0.08453, over 2474871.71 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06635, over 20174.52 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3085, pruned_loss=0.07801, over 2469446.96 frames. utt_duration=1202 frames, utt_pad_proportion=0.071, over 8227.75 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3221, pruned_loss=0.08622, over 2475597.69 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06744, over 21650.55 utterances.], batch size: 368, lr: 4.58e-04
2022-08-24 14:28:46,499 INFO [train.py:927] (3/8) Epoch 7, batch 26150, giga_loss[loss=0.2518, simple_loss=0.326, pruned_loss=0.08881, over 12377.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03083, over 58.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3197, pruned_loss=0.08451, over 2475124.71 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06904, over 19878.99 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3084, pruned_loss=0.078, over 2469301.82 frames. utt_duration=1205 frames, utt_pad_proportion=0.07033, over 8204.50 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3223, pruned_loss=0.08595, over 2475903.00 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06999, over 21224.93 utterances.], batch size: 58, lr: 4.58e-04
2022-08-24 14:30:31,898 INFO [train.py:927] (3/8) Epoch 7, batch 26200, giga_loss[loss=0.3071, simple_loss=0.3755, pruned_loss=0.1194, over 12386.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05953, over 182.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3224, pruned_loss=0.08711, over 2475935.95 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07586, over 20579.98 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3089, pruned_loss=0.07822, over 2469359.60 frames. utt_duration=1196 frames, utt_pad_proportion=0.07342, over 8268.33 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3244, pruned_loss=0.08824, over 2476657.58 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07519, over 21885.34 utterances.], batch size: 182, lr: 4.57e-04
2022-08-24 14:32:19,648 INFO [train.py:927] (3/8) Epoch 7, batch 26250, giga_loss[loss=0.289, simple_loss=0.3557, pruned_loss=0.1111, over 12442.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0382, over 123.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.324, pruned_loss=0.08754, over 2476415.56 frames. utt_duration=454.1 frames, utt_pad_proportion=0.08006, over 21883.73 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3089, pruned_loss=0.07827, over 2469566.41 frames. utt_duration=1187 frames, utt_pad_proportion=0.07554, over 8335.00 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3261, pruned_loss=0.0887, over 2477037.14 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07874, over 23289.32 utterances.], batch size: 123, lr: 4.57e-04
2022-08-24 14:34:03,561 INFO [train.py:927] (3/8) Epoch 7, batch 26300, giga_loss[loss=0.2397, simple_loss=0.3159, pruned_loss=0.08172, over 12451.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03532, over 123.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3214, pruned_loss=0.08681, over 2476549.60 frames. utt_duration=461.4 frames, utt_pad_proportion=0.08121, over 21537.75 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3082, pruned_loss=0.07792, over 2469575.61 frames. utt_duration=1190 frames, utt_pad_proportion=0.07452, over 8310.60 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.324, pruned_loss=0.08827, over 2477219.78 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08045, over 23037.59 utterances.], batch size: 123, lr: 4.57e-04
2022-08-24 14:35:43,914 INFO [train.py:927] (3/8) Epoch 7, batch 26350, giga_loss[loss=0.2331, simple_loss=0.3051, pruned_loss=0.08061, over 12343.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03063, over 70.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3222, pruned_loss=0.0885, over 2476278.23 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08522, over 22364.18 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3089, pruned_loss=0.07847, over 2469567.86 frames. utt_duration=1147 frames, utt_pad_proportion=0.08886, over 8623.98 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3241, pruned_loss=0.08944, over 2476988.64 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07987, over 23646.07 utterances.], batch size: 70, lr: 4.57e-04
2022-08-24 14:36:56,574 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-24 14:39:29,286 INFO [train.py:927] (3/8) Epoch 8, batch 50, giga_loss[loss=0.2078, simple_loss=0.2878, pruned_loss=0.06391, over 12214.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02797, over 39.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.325, pruned_loss=0.07529, over 548464.55 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06136, over 4130.33 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3089, pruned_loss=0.07048, over 36825.02 frames. utt_duration=1001 frames, utt_pad_proportion=0.08092, over 147.36 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.326, pruned_loss=0.07561, over 519388.55 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06072, over 4025.77 utterances.], batch size: 39, lr: 4.47e-04
2022-08-24 14:41:13,907 INFO [train.py:927] (3/8) Epoch 8, batch 100, giga_loss[loss=0.2067, simple_loss=0.2832, pruned_loss=0.06505, over 12330.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03391, over 85.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3028, pruned_loss=0.0672, over 975257.58 frames. utt_duration=541.8 frames, utt_pad_proportion=0.07166, over 7219.92 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3127, pruned_loss=0.06877, over 108785.32 frames. utt_duration=1184 frames, utt_pad_proportion=0.04248, over 368.09 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3021, pruned_loss=0.06716, over 906401.18 frames. utt_duration=513.7 frames, utt_pad_proportion=0.07287, over 7077.62 utterances.], batch size: 85, lr: 4.47e-04
2022-08-24 14:42:58,578 INFO [train.py:927] (3/8) Epoch 8, batch 150, giga_loss[loss=0.1826, simple_loss=0.2648, pruned_loss=0.0502, over 12379.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2873, pruned_loss=0.06107, over 1307717.18 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06583, over 9717.40 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3152, pruned_loss=0.06723, over 144296.07 frames. utt_duration=1237 frames, utt_pad_proportion=0.03453, over 467.05 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2853, pruned_loss=0.06076, over 1235451.98 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06706, over 9629.30 utterances.], batch size: 133, lr: 4.47e-04
2022-08-24 14:44:43,164 INFO [train.py:927] (3/8) Epoch 8, batch 200, giga_loss[loss=0.157, simple_loss=0.2431, pruned_loss=0.03544, over 12366.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02765, over 66.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.275, pruned_loss=0.05535, over 1566186.26 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06045, over 11374.41 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3126, pruned_loss=0.06538, over 178897.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.02981, over 568.51 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2727, pruned_loss=0.0549, over 1495509.70 frames. utt_duration=528.7 frames, utt_pad_proportion=0.0617, over 11346.28 utterances.], batch size: 66, lr: 4.47e-04
2022-08-24 14:46:25,566 INFO [train.py:927] (3/8) Epoch 8, batch 250, giga_loss[loss=0.1663, simple_loss=0.2453, pruned_loss=0.04361, over 12384.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2715, pruned_loss=0.0542, over 1767485.76 frames. utt_duration=522.7 frames, utt_pad_proportion=0.07425, over 13564.50 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3108, pruned_loss=0.06538, over 269265.78 frames. utt_duration=1186 frames, utt_pad_proportion=0.06741, over 909.30 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2679, pruned_loss=0.05329, over 1681200.36 frames. utt_duration=494 frames, utt_pad_proportion=0.07379, over 13653.53 utterances.], batch size: 80, lr: 4.47e-04
2022-08-24 14:48:10,447 INFO [train.py:927] (3/8) Epoch 8, batch 300, giga_loss[loss=0.1505, simple_loss=0.2361, pruned_loss=0.0324, over 12304.00 frames. utt_duration=795.3 frames, utt_pad_proportion=0.03599, over 62.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2676, pruned_loss=0.05238, over 1923732.11 frames. utt_duration=516.2 frames, utt_pad_proportion=0.07264, over 14948.89 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3131, pruned_loss=0.06528, over 312681.80 frames. utt_duration=1206 frames, utt_pad_proportion=0.06253, over 1038.02 utterances.], giga_tot_loss[loss=0.1832, simple_loss=0.2636, pruned_loss=0.0514, over 1844379.26 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07274, over 15145.29 utterances.], batch size: 62, lr: 4.47e-04
2022-08-24 14:49:51,044 INFO [train.py:927] (3/8) Epoch 8, batch 350, giga_loss[loss=0.1723, simple_loss=0.2544, pruned_loss=0.04508, over 12312.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03207, over 51.00 utterances.], tot_loss[loss=0.1839, simple_loss=0.2652, pruned_loss=0.0513, over 2045941.97 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07534, over 16503.04 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3103, pruned_loss=0.0652, over 376735.60 frames. utt_duration=1141 frames, utt_pad_proportion=0.08238, over 1322.03 utterances.], giga_tot_loss[loss=0.1806, simple_loss=0.261, pruned_loss=0.05007, over 1969199.42 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07403, over 16782.79 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 14:51:35,410 INFO [train.py:927] (3/8) Epoch 8, batch 400, giga_loss[loss=0.1587, simple_loss=0.2459, pruned_loss=0.03579, over 12437.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03793, over 123.00 utterances.], tot_loss[loss=0.1798, simple_loss=0.2607, pruned_loss=0.04946, over 2140665.29 frames. utt_duration=510.3 frames, utt_pad_proportion=0.07084, over 16828.79 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.307, pruned_loss=0.06467, over 418152.78 frames. utt_duration=1179 frames, utt_pad_proportion=0.07662, over 1420.80 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.257, pruned_loss=0.04827, over 2073168.46 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07027, over 17232.26 utterances.], batch size: 123, lr: 4.46e-04
2022-08-24 14:53:18,730 INFO [train.py:927] (3/8) Epoch 8, batch 450, giga_loss[loss=0.1328, simple_loss=0.2201, pruned_loss=0.02272, over 12351.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.02979, over 62.00 utterances.], tot_loss[loss=0.1756, simple_loss=0.2564, pruned_loss=0.04738, over 2214573.91 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06597, over 16372.72 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3032, pruned_loss=0.06347, over 488791.58 frames. utt_duration=1216 frames, utt_pad_proportion=0.06642, over 1610.26 utterances.], giga_tot_loss[loss=0.1723, simple_loss=0.2525, pruned_loss=0.04607, over 2151093.99 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06641, over 16998.13 utterances.], batch size: 62, lr: 4.46e-04
2022-08-24 14:55:00,269 INFO [train.py:927] (3/8) Epoch 8, batch 500, giga_loss[loss=0.2236, simple_loss=0.3112, pruned_loss=0.06801, over 12362.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02894, over 70.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.264, pruned_loss=0.05158, over 2272390.16 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06824, over 17662.77 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3035, pruned_loss=0.06401, over 537985.33 frames. utt_duration=1166 frames, utt_pad_proportion=0.08156, over 1848.33 utterances.], giga_tot_loss[loss=0.1802, simple_loss=0.26, pruned_loss=0.0502, over 2216556.74 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06723, over 18290.35 utterances.], batch size: 70, lr: 4.46e-04
2022-08-24 14:56:42,240 INFO [train.py:927] (3/8) Epoch 8, batch 550, giga_loss[loss=0.2675, simple_loss=0.3533, pruned_loss=0.09087, over 12400.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03301, over 80.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2766, pruned_loss=0.05731, over 2318037.49 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06526, over 17302.68 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3029, pruned_loss=0.06385, over 605104.67 frames. utt_duration=1148 frames, utt_pad_proportion=0.0868, over 2111.85 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2727, pruned_loss=0.05605, over 2267116.42 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06378, over 18063.06 utterances.], batch size: 80, lr: 4.46e-04
2022-08-24 14:58:26,059 INFO [train.py:927] (3/8) Epoch 8, batch 600, giga_loss[loss=0.1917, simple_loss=0.2834, pruned_loss=0.05006, over 12471.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.039, over 26.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.284, pruned_loss=0.0598, over 2352586.38 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06631, over 17502.74 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3021, pruned_loss=0.06369, over 669223.32 frames. utt_duration=1136 frames, utt_pad_proportion=0.09282, over 2360.18 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2805, pruned_loss=0.05872, over 2307503.06 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06398, over 18376.66 utterances.], batch size: 26, lr: 4.46e-04
2022-08-24 15:00:08,464 INFO [train.py:927] (3/8) Epoch 8, batch 650, giga_loss[loss=0.2191, simple_loss=0.2901, pruned_loss=0.07408, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03383, over 42.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2886, pruned_loss=0.06125, over 2379435.33 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06722, over 18247.51 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3013, pruned_loss=0.06324, over 722381.66 frames. utt_duration=1159 frames, utt_pad_proportion=0.08626, over 2495.81 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2857, pruned_loss=0.06045, over 2340648.82 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06591, over 19249.97 utterances.], batch size: 42, lr: 4.46e-04
2022-08-24 15:01:53,719 INFO [train.py:927] (3/8) Epoch 8, batch 700, giga_loss[loss=0.2279, simple_loss=0.3137, pruned_loss=0.07101, over 12399.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03839, over 113.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2921, pruned_loss=0.06304, over 2400286.69 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06318, over 17604.54 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3001, pruned_loss=0.06267, over 773871.57 frames. utt_duration=1179 frames, utt_pad_proportion=0.08178, over 2629.43 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.29, pruned_loss=0.06256, over 2367288.36 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06266, over 18702.41 utterances.], batch size: 113, lr: 4.46e-04
2022-08-24 15:03:38,845 INFO [train.py:927] (3/8) Epoch 8, batch 750, giga_loss[loss=0.2104, simple_loss=0.3042, pruned_loss=0.05831, over 12371.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04605, over 34.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.296, pruned_loss=0.06452, over 2416331.61 frames. utt_duration=556.9 frames, utt_pad_proportion=0.0651, over 17402.93 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3002, pruned_loss=0.06262, over 807397.71 frames. utt_duration=1182 frames, utt_pad_proportion=0.07901, over 2736.94 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2942, pruned_loss=0.06419, over 2389158.69 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06482, over 18440.55 utterances.], batch size: 34, lr: 4.46e-04
2022-08-24 15:05:24,646 INFO [train.py:927] (3/8) Epoch 8, batch 800, giga_loss[loss=0.2279, simple_loss=0.3006, pruned_loss=0.07763, over 12343.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2015, over 368.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3007, pruned_loss=0.06618, over 2428405.85 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06589, over 17599.95 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3002, pruned_loss=0.06251, over 856415.21 frames. utt_duration=1200 frames, utt_pad_proportion=0.07391, over 2858.28 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2992, pruned_loss=0.06602, over 2405524.35 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06614, over 18698.49 utterances.], batch size: 368, lr: 4.46e-04
2022-08-24 15:07:07,606 INFO [train.py:927] (3/8) Epoch 8, batch 850, giga_loss[loss=0.2308, simple_loss=0.3178, pruned_loss=0.07191, over 12151.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.0413, over 33.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3017, pruned_loss=0.06507, over 2438021.47 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06138, over 16837.06 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.3, pruned_loss=0.06213, over 880426.73 frames. utt_duration=1196 frames, utt_pad_proportion=0.07366, over 2947.95 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3006, pruned_loss=0.06509, over 2419526.93 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06179, over 17814.17 utterances.], batch size: 33, lr: 4.46e-04
2022-08-24 15:08:52,793 INFO [train.py:927] (3/8) Epoch 8, batch 900, giga_loss[loss=0.1937, simple_loss=0.2887, pruned_loss=0.04933, over 12282.00 frames. utt_duration=1891 frames, utt_pad_proportion=0.04456, over 26.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3021, pruned_loss=0.0651, over 2445234.13 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06274, over 17154.25 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2994, pruned_loss=0.06202, over 896233.24 frames. utt_duration=1204 frames, utt_pad_proportion=0.07224, over 2980.39 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3015, pruned_loss=0.06519, over 2430492.16 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06319, over 18027.21 utterances.], batch size: 26, lr: 4.46e-04
2022-08-24 15:10:37,333 INFO [train.py:927] (3/8) Epoch 8, batch 950, giga_loss[loss=0.2327, simple_loss=0.31, pruned_loss=0.07772, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02509, over 48.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3046, pruned_loss=0.06803, over 2451251.55 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06384, over 17056.32 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3013, pruned_loss=0.0632, over 943041.23 frames. utt_duration=1175 frames, utt_pad_proportion=0.07992, over 3215.46 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3035, pruned_loss=0.06781, over 2438670.79 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06272, over 17928.27 utterances.], batch size: 48, lr: 4.46e-04
2022-08-24 15:12:21,621 INFO [train.py:927] (3/8) Epoch 8, batch 1000, giga_loss[loss=0.2133, simple_loss=0.2984, pruned_loss=0.06406, over 12334.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03352, over 97.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3043, pruned_loss=0.0687, over 2454817.28 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06536, over 17237.84 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3025, pruned_loss=0.06343, over 973472.77 frames. utt_duration=1152 frames, utt_pad_proportion=0.08509, over 3384.33 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.303, pruned_loss=0.06856, over 2444422.10 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06345, over 18037.50 utterances.], batch size: 97, lr: 4.46e-04
2022-08-24 15:14:05,378 INFO [train.py:927] (3/8) Epoch 8, batch 1050, giga_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05754, over 12463.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.03034, over 55.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.303, pruned_loss=0.06838, over 2459611.71 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06389, over 17150.09 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.301, pruned_loss=0.06291, over 1010838.14 frames. utt_duration=1169 frames, utt_pad_proportion=0.08149, over 3463.82 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3026, pruned_loss=0.06859, over 2450729.73 frames. utt_duration=545.2 frames, utt_pad_proportion=0.0629, over 18030.72 utterances.], batch size: 55, lr: 4.46e-04
2022-08-24 15:15:52,339 INFO [train.py:927] (3/8) Epoch 8, batch 1100, giga_loss[loss=0.2004, simple_loss=0.274, pruned_loss=0.0634, over 12472.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03997, over 31.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3017, pruned_loss=0.06764, over 2462321.97 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06735, over 17331.86 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3008, pruned_loss=0.06294, over 1053985.89 frames. utt_duration=1174 frames, utt_pad_proportion=0.07801, over 3594.54 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3015, pruned_loss=0.06793, over 2455023.40 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06688, over 18301.74 utterances.], batch size: 31, lr: 4.46e-04
2022-08-24 15:17:38,648 INFO [train.py:927] (3/8) Epoch 8, batch 1150, giga_loss[loss=0.18, simple_loss=0.2762, pruned_loss=0.04194, over 12373.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2977, pruned_loss=0.06616, over 2464955.50 frames. utt_duration=556 frames, utt_pad_proportion=0.07101, over 17782.00 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3005, pruned_loss=0.06307, over 1102718.38 frames. utt_duration=1187 frames, utt_pad_proportion=0.07354, over 3719.95 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2976, pruned_loss=0.06647, over 2458938.93 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07105, over 18867.87 utterances.], batch size: 70, lr: 4.46e-04
2022-08-24 15:19:23,715 INFO [train.py:927] (3/8) Epoch 8, batch 1200, giga_loss[loss=0.2192, simple_loss=0.3121, pruned_loss=0.06315, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05077, over 162.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06495, over 2467186.80 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06972, over 18237.45 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3, pruned_loss=0.06279, over 1150145.70 frames. utt_duration=1179 frames, utt_pad_proportion=0.07757, over 3907.75 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2945, pruned_loss=0.06538, over 2461947.92 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06893, over 19390.47 utterances.], batch size: 162, lr: 4.45e-04
2022-08-24 15:21:07,766 INFO [train.py:927] (3/8) Epoch 8, batch 1250, giga_loss[loss=0.2281, simple_loss=0.3073, pruned_loss=0.07445, over 12333.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03083, over 91.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2937, pruned_loss=0.06456, over 2468515.39 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06967, over 18245.52 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2987, pruned_loss=0.06217, over 1195496.14 frames. utt_duration=1171 frames, utt_pad_proportion=0.0824, over 4089.52 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2941, pruned_loss=0.06524, over 2464358.48 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06794, over 19464.42 utterances.], batch size: 91, lr: 4.45e-04
2022-08-24 15:22:52,648 INFO [train.py:927] (3/8) Epoch 8, batch 1300, giga_loss[loss=0.228, simple_loss=0.2963, pruned_loss=0.07987, over 12373.00 frames. utt_duration=140 frames, utt_pad_proportion=0.1764, over 357.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2918, pruned_loss=0.06392, over 2469942.69 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06895, over 17986.33 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2995, pruned_loss=0.06236, over 1227182.30 frames. utt_duration=1173 frames, utt_pad_proportion=0.08051, over 4191.30 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2916, pruned_loss=0.06443, over 2466452.54 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06781, over 19181.22 utterances.], batch size: 357, lr: 4.45e-04
2022-08-24 15:24:36,200 INFO [train.py:927] (3/8) Epoch 8, batch 1350, giga_loss[loss=0.1924, simple_loss=0.2692, pruned_loss=0.05781, over 12350.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02917, over 48.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2888, pruned_loss=0.06337, over 2470659.14 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06337, over 17094.78 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2997, pruned_loss=0.06243, over 1233514.39 frames. utt_duration=1172 frames, utt_pad_proportion=0.07999, over 4216.34 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2885, pruned_loss=0.06374, over 2467833.29 frames. utt_duration=548 frames, utt_pad_proportion=0.06279, over 18063.92 utterances.], batch size: 48, lr: 4.45e-04
2022-08-24 15:26:20,100 INFO [train.py:927] (3/8) Epoch 8, batch 1400, giga_loss[loss=0.1704, simple_loss=0.2534, pruned_loss=0.0437, over 12357.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02922, over 66.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2858, pruned_loss=0.06225, over 2470368.84 frames. utt_duration=611.6 frames, utt_pad_proportion=0.05843, over 16196.84 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2995, pruned_loss=0.06208, over 1264386.47 frames. utt_duration=1185 frames, utt_pad_proportion=0.07722, over 4274.34 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2854, pruned_loss=0.06272, over 2467896.05 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05865, over 17193.42 utterances.], batch size: 66, lr: 4.45e-04
2022-08-24 15:28:04,572 INFO [train.py:927] (3/8) Epoch 8, batch 1450, giga_loss[loss=0.1676, simple_loss=0.2521, pruned_loss=0.04151, over 12294.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05299, over 26.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2835, pruned_loss=0.06168, over 2470452.83 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06403, over 16409.60 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.06219, over 1299919.74 frames. utt_duration=1176 frames, utt_pad_proportion=0.08133, over 4427.89 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2828, pruned_loss=0.06197, over 2468642.20 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06258, over 17388.69 utterances.], batch size: 26, lr: 4.45e-04
2022-08-24 15:29:54,371 INFO [train.py:927] (3/8) Epoch 8, batch 1500, giga_loss[loss=0.2496, simple_loss=0.3282, pruned_loss=0.08549, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05135, over 161.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2813, pruned_loss=0.06096, over 2471171.58 frames. utt_duration=627.6 frames, utt_pad_proportion=0.05954, over 15787.17 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2991, pruned_loss=0.06216, over 1328945.99 frames. utt_duration=1176 frames, utt_pad_proportion=0.07902, over 4527.23 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2805, pruned_loss=0.06119, over 2469694.65 frames. utt_duration=591.8 frames, utt_pad_proportion=0.0589, over 16736.14 utterances.], batch size: 161, lr: 4.45e-04
2022-08-24 15:31:37,237 INFO [train.py:927] (3/8) Epoch 8, batch 1550, giga_loss[loss=0.2547, simple_loss=0.3393, pruned_loss=0.08501, over 12382.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04889, over 161.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.282, pruned_loss=0.0612, over 2472350.99 frames. utt_duration=630.4 frames, utt_pad_proportion=0.05629, over 15725.32 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.299, pruned_loss=0.06196, over 1351817.92 frames. utt_duration=1182 frames, utt_pad_proportion=0.07687, over 4579.38 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.281, pruned_loss=0.06146, over 2471009.86 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05633, over 16637.59 utterances.], batch size: 161, lr: 4.45e-04
2022-08-24 15:33:20,834 INFO [train.py:927] (3/8) Epoch 8, batch 1600, giga_loss[loss=0.193, simple_loss=0.2783, pruned_loss=0.05389, over 12342.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03333, over 58.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2859, pruned_loss=0.06308, over 2472684.24 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06267, over 16439.09 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2987, pruned_loss=0.06151, over 1379227.38 frames. utt_duration=1195 frames, utt_pad_proportion=0.0745, over 4624.46 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2849, pruned_loss=0.0635, over 2471895.00 frames. utt_duration=571 frames, utt_pad_proportion=0.06272, over 17362.50 utterances.], batch size: 58, lr: 4.45e-04
2022-08-24 15:35:05,818 INFO [train.py:927] (3/8) Epoch 8, batch 1650, giga_loss[loss=0.2062, simple_loss=0.2956, pruned_loss=0.05836, over 12203.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03247, over 39.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2921, pruned_loss=0.06559, over 2473583.70 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05916, over 16600.01 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3, pruned_loss=0.06158, over 1395625.55 frames. utt_duration=1197 frames, utt_pad_proportion=0.07298, over 4669.90 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2906, pruned_loss=0.06593, over 2472896.52 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05964, over 17441.27 utterances.], batch size: 39, lr: 4.45e-04
2022-08-24 15:36:49,173 INFO [train.py:927] (3/8) Epoch 8, batch 1700, libri_loss[loss=0.1876, simple_loss=0.2749, pruned_loss=0.05018, over 12136.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005751, over 32.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2968, pruned_loss=0.06767, over 2472979.92 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06696, over 17269.13 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2987, pruned_loss=0.06086, over 1432061.42 frames. utt_duration=1206 frames, utt_pad_proportion=0.07067, over 4754.95 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2962, pruned_loss=0.06849, over 2473110.56 frames. utt_duration=543 frames, utt_pad_proportion=0.06744, over 18267.40 utterances.], batch size: 32, lr: 4.45e-04
2022-08-24 15:38:31,688 INFO [train.py:927] (3/8) Epoch 8, batch 1750, giga_loss[loss=0.1697, simple_loss=0.2658, pruned_loss=0.03677, over 12440.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04359, over 114.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3011, pruned_loss=0.0696, over 2473503.90 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07496, over 19112.21 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2991, pruned_loss=0.06105, over 1442559.35 frames. utt_duration=1182 frames, utt_pad_proportion=0.07736, over 4886.95 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3005, pruned_loss=0.07023, over 2473504.19 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07357, over 19907.75 utterances.], batch size: 114, lr: 4.45e-04
2022-08-24 15:40:16,459 INFO [train.py:927] (3/8) Epoch 8, batch 1800, giga_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.07634, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03215, over 85.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3002, pruned_loss=0.06825, over 2473568.60 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07574, over 19403.16 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2989, pruned_loss=0.06093, over 1452777.88 frames. utt_duration=1186 frames, utt_pad_proportion=0.07638, over 4908.01 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2998, pruned_loss=0.06888, over 2473632.14 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07486, over 20145.56 utterances.], batch size: 85, lr: 4.45e-04
2022-08-24 15:41:59,310 INFO [train.py:927] (3/8) Epoch 8, batch 1850, giga_loss[loss=0.2387, simple_loss=0.3159, pruned_loss=0.08074, over 12309.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02803, over 79.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3016, pruned_loss=0.06849, over 2473496.83 frames. utt_duration=524.3 frames, utt_pad_proportion=0.07445, over 18925.20 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2985, pruned_loss=0.06074, over 1482830.80 frames. utt_duration=1194 frames, utt_pad_proportion=0.07358, over 4972.93 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3015, pruned_loss=0.06929, over 2473704.04 frames. utt_duration=500.3 frames, utt_pad_proportion=0.0744, over 19836.25 utterances.], batch size: 79, lr: 4.45e-04
2022-08-24 15:43:43,050 INFO [train.py:927] (3/8) Epoch 8, batch 1900, libri_loss[loss=0.1997, simple_loss=0.2953, pruned_loss=0.05212, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006047, over 34.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3042, pruned_loss=0.06987, over 2473786.95 frames. utt_duration=545.3 frames, utt_pad_proportion=0.0711, over 18196.15 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.299, pruned_loss=0.06074, over 1502519.17 frames. utt_duration=1201 frames, utt_pad_proportion=0.07172, over 5012.18 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07065, over 2473922.08 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07164, over 19129.52 utterances.], batch size: 34, lr: 4.45e-04
2022-08-24 15:45:28,126 INFO [train.py:927] (3/8) Epoch 8, batch 1950, giga_loss[loss=0.2196, simple_loss=0.3044, pruned_loss=0.06735, over 12365.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3045, pruned_loss=0.07051, over 2473705.50 frames. utt_duration=541 frames, utt_pad_proportion=0.07153, over 18340.36 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2988, pruned_loss=0.06059, over 1521784.47 frames. utt_duration=1206 frames, utt_pad_proportion=0.06994, over 5054.63 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3045, pruned_loss=0.07137, over 2473827.05 frames. utt_duration=514.9 frames, utt_pad_proportion=0.07234, over 19274.53 utterances.], batch size: 97, lr: 4.45e-04
2022-08-24 15:47:11,214 INFO [train.py:927] (3/8) Epoch 8, batch 2000, giga_loss[loss=0.207, simple_loss=0.2941, pruned_loss=0.05999, over 12438.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0225, over 48.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3068, pruned_loss=0.0719, over 2473459.67 frames. utt_duration=545 frames, utt_pad_proportion=0.07184, over 18205.04 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2986, pruned_loss=0.06049, over 1535889.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.06865, over 5085.66 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.307, pruned_loss=0.07276, over 2473635.90 frames. utt_duration=519.9 frames, utt_pad_proportion=0.07276, over 19086.33 utterances.], batch size: 48, lr: 4.44e-04
2022-08-24 15:48:54,720 INFO [train.py:927] (3/8) Epoch 8, batch 2050, libri_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05885, over 12460.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01407, over 40.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3075, pruned_loss=0.07144, over 2472941.82 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06929, over 17856.70 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2983, pruned_loss=0.06044, over 1554411.16 frames. utt_duration=1209 frames, utt_pad_proportion=0.06809, over 5151.27 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3079, pruned_loss=0.07238, over 2473159.11 frames. utt_duration=529.3 frames, utt_pad_proportion=0.07032, over 18743.85 utterances.], batch size: 40, lr: 4.44e-04
2022-08-24 15:50:39,591 INFO [train.py:927] (3/8) Epoch 8, batch 2100, giga_loss[loss=0.2327, simple_loss=0.3123, pruned_loss=0.07654, over 12422.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04261, over 146.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.307, pruned_loss=0.072, over 2472558.14 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06631, over 17602.69 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2988, pruned_loss=0.06078, over 1572740.81 frames. utt_duration=1204 frames, utt_pad_proportion=0.06749, over 5233.50 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3073, pruned_loss=0.07275, over 2472640.43 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06743, over 18447.57 utterances.], batch size: 146, lr: 4.44e-04
2022-08-24 15:52:24,033 INFO [train.py:927] (3/8) Epoch 8, batch 2150, giga_loss[loss=0.2025, simple_loss=0.2831, pruned_loss=0.06094, over 12416.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04602, over 31.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.306, pruned_loss=0.0715, over 2472761.61 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06201, over 16737.78 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2994, pruned_loss=0.06102, over 1586157.91 frames. utt_duration=1205 frames, utt_pad_proportion=0.0668, over 5273.71 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.306, pruned_loss=0.0721, over 2472823.69 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06329, over 17528.88 utterances.], batch size: 31, lr: 4.44e-04
2022-08-24 15:54:06,477 INFO [train.py:927] (3/8) Epoch 8, batch 2200, giga_loss[loss=0.2337, simple_loss=0.3163, pruned_loss=0.07556, over 12385.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0373, over 113.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3053, pruned_loss=0.07108, over 2471609.50 frames. utt_duration=630.8 frames, utt_pad_proportion=0.05678, over 15711.16 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2988, pruned_loss=0.06092, over 1616668.36 frames. utt_duration=1215 frames, utt_pad_proportion=0.0643, over 5327.26 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07193, over 2471693.65 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05875, over 16644.00 utterances.], batch size: 113, lr: 4.44e-04
2022-08-24 15:55:49,381 INFO [train.py:927] (3/8) Epoch 8, batch 2250, giga_loss[loss=0.2053, simple_loss=0.2928, pruned_loss=0.05892, over 12431.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0307, over 80.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3046, pruned_loss=0.06988, over 2471833.93 frames. utt_duration=633.1 frames, utt_pad_proportion=0.05618, over 15654.21 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2986, pruned_loss=0.06092, over 1637941.10 frames. utt_duration=1220 frames, utt_pad_proportion=0.06246, over 5376.63 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3053, pruned_loss=0.07078, over 2471810.85 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05828, over 16586.31 utterances.], batch size: 80, lr: 4.44e-04
2022-08-24 15:57:34,086 INFO [train.py:927] (3/8) Epoch 8, batch 2300, giga_loss[loss=0.2348, simple_loss=0.3153, pruned_loss=0.07712, over 12460.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03687, over 123.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3051, pruned_loss=0.07057, over 2471936.91 frames. utt_duration=632.3 frames, utt_pad_proportion=0.05659, over 15676.01 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2985, pruned_loss=0.06098, over 1654460.99 frames. utt_duration=1221 frames, utt_pad_proportion=0.06215, over 5428.49 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3059, pruned_loss=0.07141, over 2471948.34 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05833, over 16553.82 utterances.], batch size: 123, lr: 4.44e-04
2022-08-24 15:59:18,235 INFO [train.py:927] (3/8) Epoch 8, batch 2350, giga_loss[loss=0.2219, simple_loss=0.3073, pruned_loss=0.06823, over 12367.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3035, pruned_loss=0.06961, over 2471470.03 frames. utt_duration=632.7 frames, utt_pad_proportion=0.06006, over 15661.11 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2988, pruned_loss=0.06105, over 1682653.59 frames. utt_duration=1203 frames, utt_pad_proportion=0.06683, over 5600.20 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.304, pruned_loss=0.07055, over 2471476.07 frames. utt_duration=599 frames, utt_pad_proportion=0.0599, over 16545.30 utterances.], batch size: 70, lr: 4.44e-04
2022-08-24 16:00:59,771 INFO [train.py:927] (3/8) Epoch 8, batch 2400, giga_loss[loss=0.1879, simple_loss=0.2786, pruned_loss=0.04865, over 12126.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04288, over 33.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3026, pruned_loss=0.06981, over 2471980.15 frames. utt_duration=626 frames, utt_pad_proportion=0.06284, over 15834.22 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.299, pruned_loss=0.06126, over 1702455.11 frames. utt_duration=1208 frames, utt_pad_proportion=0.06492, over 5645.78 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.303, pruned_loss=0.07063, over 2471739.64 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06317, over 16730.98 utterances.], batch size: 33, lr: 4.44e-04
2022-08-24 16:02:43,747 INFO [train.py:927] (3/8) Epoch 8, batch 2450, giga_loss[loss=0.2129, simple_loss=0.2927, pruned_loss=0.06652, over 12405.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.0574, over 182.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2993, pruned_loss=0.06823, over 2472321.81 frames. utt_duration=641.7 frames, utt_pad_proportion=0.05799, over 15448.12 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2984, pruned_loss=0.06089, over 1725000.88 frames. utt_duration=1219 frames, utt_pad_proportion=0.06317, over 5665.19 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3, pruned_loss=0.06935, over 2472393.41 frames. utt_duration=603.3 frames, utt_pad_proportion=0.059, over 16432.19 utterances.], batch size: 182, lr: 4.44e-04
2022-08-24 16:04:26,857 INFO [train.py:927] (3/8) Epoch 8, batch 2500, giga_loss[loss=0.2095, simple_loss=0.2903, pruned_loss=0.06439, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04017, over 113.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2965, pruned_loss=0.06714, over 2472950.66 frames. utt_duration=633.9 frames, utt_pad_proportion=0.0603, over 15641.61 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2986, pruned_loss=0.06092, over 1735962.56 frames. utt_duration=1216 frames, utt_pad_proportion=0.06359, over 5719.81 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.297, pruned_loss=0.0681, over 2473200.19 frames. utt_duration=600.9 frames, utt_pad_proportion=0.06086, over 16504.00 utterances.], batch size: 113, lr: 4.44e-04
2022-08-24 16:06:11,051 INFO [train.py:927] (3/8) Epoch 8, batch 2550, giga_loss[loss=0.2116, simple_loss=0.3021, pruned_loss=0.06053, over 12375.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2955, pruned_loss=0.06674, over 2472959.05 frames. utt_duration=601.6 frames, utt_pad_proportion=0.06439, over 16483.70 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2989, pruned_loss=0.06119, over 1743188.28 frames. utt_duration=1202 frames, utt_pad_proportion=0.06922, over 5808.62 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2957, pruned_loss=0.06738, over 2473252.96 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06302, over 17168.37 utterances.], batch size: 97, lr: 4.44e-04
2022-08-24 16:07:54,557 INFO [train.py:927] (3/8) Epoch 8, batch 2600, giga_loss[loss=0.2011, simple_loss=0.2801, pruned_loss=0.06107, over 12150.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03363, over 30.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2954, pruned_loss=0.06591, over 2473007.58 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06303, over 16789.21 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.299, pruned_loss=0.06126, over 1750359.25 frames. utt_duration=1203 frames, utt_pad_proportion=0.06845, over 5825.51 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2955, pruned_loss=0.06641, over 2473322.91 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06221, over 17406.60 utterances.], batch size: 30, lr: 4.44e-04
2022-08-24 16:09:36,926 INFO [train.py:927] (3/8) Epoch 8, batch 2650, giga_loss[loss=0.2225, simple_loss=0.3039, pruned_loss=0.07055, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06584, over 183.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.296, pruned_loss=0.06531, over 2472578.38 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06494, over 16814.70 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2997, pruned_loss=0.06179, over 1788340.88 frames. utt_duration=1189 frames, utt_pad_proportion=0.07586, over 6025.48 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2953, pruned_loss=0.06556, over 2473576.33 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06159, over 17689.34 utterances.], batch size: 183, lr: 4.44e-04
2022-08-24 16:11:20,746 INFO [train.py:927] (3/8) Epoch 8, batch 2700, giga_loss[loss=0.2104, simple_loss=0.2926, pruned_loss=0.06409, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0269, over 45.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2949, pruned_loss=0.06484, over 2471836.40 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06799, over 17163.90 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2994, pruned_loss=0.06179, over 1798267.07 frames. utt_duration=1194 frames, utt_pad_proportion=0.07478, over 6033.03 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2946, pruned_loss=0.06509, over 2472894.65 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06553, over 17995.84 utterances.], batch size: 45, lr: 4.44e-04
2022-08-24 16:13:03,837 INFO [train.py:927] (3/8) Epoch 8, batch 2750, libri_loss[loss=0.2163, simple_loss=0.307, pruned_loss=0.06279, over 12469.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00714, over 37.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2946, pruned_loss=0.06478, over 2471393.90 frames. utt_duration=588.6 frames, utt_pad_proportion=0.06328, over 16839.17 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2993, pruned_loss=0.06178, over 1808374.44 frames. utt_duration=1198 frames, utt_pad_proportion=0.07364, over 6047.45 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2944, pruned_loss=0.06504, over 2472167.60 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06179, over 17631.87 utterances.], batch size: 37, lr: 4.44e-04
2022-08-24 16:14:45,156 INFO [train.py:927] (3/8) Epoch 8, batch 2800, giga_loss[loss=0.2171, simple_loss=0.3059, pruned_loss=0.06412, over 12380.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2983, pruned_loss=0.06641, over 2472332.25 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06377, over 17284.73 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3004, pruned_loss=0.06259, over 1821621.39 frames. utt_duration=1171 frames, utt_pad_proportion=0.0829, over 6230.57 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2973, pruned_loss=0.06613, over 2472873.12 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05936, over 17938.89 utterances.], batch size: 161, lr: 4.44e-04
2022-08-24 16:16:26,873 INFO [train.py:927] (3/8) Epoch 8, batch 2850, giga_loss[loss=0.2024, simple_loss=0.2854, pruned_loss=0.05974, over 12271.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02716, over 54.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2995, pruned_loss=0.06661, over 2472961.62 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06144, over 17008.56 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3006, pruned_loss=0.06287, over 1837549.75 frames. utt_duration=1159 frames, utt_pad_proportion=0.08666, over 6350.12 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2986, pruned_loss=0.0663, over 2473563.95 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05656, over 17671.51 utterances.], batch size: 54, lr: 4.43e-04
2022-08-24 16:18:10,240 INFO [train.py:927] (3/8) Epoch 8, batch 2900, giga_loss[loss=0.2446, simple_loss=0.3236, pruned_loss=0.08278, over 12416.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06717, over 211.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3008, pruned_loss=0.06729, over 2472305.79 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05953, over 17020.85 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3009, pruned_loss=0.06302, over 1855987.67 frames. utt_duration=1154 frames, utt_pad_proportion=0.08868, over 6441.42 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2998, pruned_loss=0.06704, over 2473146.94 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05457, over 17767.35 utterances.], batch size: 211, lr: 4.43e-04
2022-08-24 16:19:50,909 INFO [train.py:927] (3/8) Epoch 8, batch 2950, giga_loss[loss=0.2038, simple_loss=0.2855, pruned_loss=0.06104, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03521, over 37.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3003, pruned_loss=0.06736, over 2472543.70 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06251, over 17547.49 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3013, pruned_loss=0.06343, over 1871153.79 frames. utt_duration=1146 frames, utt_pad_proportion=0.09107, over 6541.51 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2992, pruned_loss=0.06696, over 2473288.79 frames. utt_duration=542 frames, utt_pad_proportion=0.05743, over 18305.19 utterances.], batch size: 37, lr: 4.43e-04
2022-08-24 16:21:32,160 INFO [train.py:927] (3/8) Epoch 8, batch 3000, giga_loss[loss=0.2157, simple_loss=0.2876, pruned_loss=0.07195, over 12444.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03533, over 98.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2989, pruned_loss=0.06705, over 2472808.56 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05899, over 17340.68 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3007, pruned_loss=0.06313, over 1891728.76 frames. utt_duration=1155 frames, utt_pad_proportion=0.08835, over 6558.25 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2983, pruned_loss=0.06706, over 2473554.30 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05557, over 18281.93 utterances.], batch size: 98, lr: 4.43e-04
2022-08-24 16:21:32,162 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 16:21:46,472 INFO [train.py:967] (3/8) 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 16:23:24,633 INFO [train.py:927] (3/8) Epoch 8, batch 3050, giga_loss[loss=0.2311, simple_loss=0.3267, pruned_loss=0.06775, over 12463.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03033, over 75.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2992, pruned_loss=0.06613, over 2473261.03 frames. utt_duration=560.2 frames, utt_pad_proportion=0.0603, over 17708.76 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3004, pruned_loss=0.06313, over 1902696.22 frames. utt_duration=1163 frames, utt_pad_proportion=0.08682, over 6551.13 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.299, pruned_loss=0.0662, over 2474359.05 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05792, over 18662.59 utterances.], batch size: 75, lr: 4.43e-04
2022-08-24 16:25:04,885 INFO [train.py:927] (3/8) Epoch 8, batch 3100, libri_loss[loss=0.2184, simple_loss=0.3105, pruned_loss=0.06322, over 12301.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006094, over 35.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3004, pruned_loss=0.06675, over 2473798.18 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05943, over 18122.40 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3008, pruned_loss=0.06324, over 1916716.73 frames. utt_duration=1169 frames, utt_pad_proportion=0.08475, over 6567.19 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2998, pruned_loss=0.06681, over 2474798.93 frames. utt_duration=518.4 frames, utt_pad_proportion=0.05807, over 19151.54 utterances.], batch size: 35, lr: 4.43e-04
2022-08-24 16:26:45,383 INFO [train.py:927] (3/8) Epoch 8, batch 3150, libri_loss[loss=0.1979, simple_loss=0.2858, pruned_loss=0.05499, over 12277.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00763, over 37.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2997, pruned_loss=0.06785, over 2473828.53 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05949, over 18628.86 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3011, pruned_loss=0.06351, over 1930356.39 frames. utt_duration=1174 frames, utt_pad_proportion=0.08274, over 6585.78 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2991, pruned_loss=0.06779, over 2474778.32 frames. utt_duration=503.8 frames, utt_pad_proportion=0.05882, over 19709.53 utterances.], batch size: 37, lr: 4.43e-04
2022-08-24 16:28:26,158 INFO [train.py:927] (3/8) Epoch 8, batch 3200, giga_loss[loss=0.2252, simple_loss=0.306, pruned_loss=0.07225, over 12437.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2973, pruned_loss=0.0674, over 2474186.20 frames. utt_duration=537.5 frames, utt_pad_proportion=0.05895, over 18463.18 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3012, pruned_loss=0.06358, over 1935723.59 frames. utt_duration=1177 frames, utt_pad_proportion=0.08194, over 6588.92 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2967, pruned_loss=0.06735, over 2474974.33 frames. utt_duration=511.5 frames, utt_pad_proportion=0.0586, over 19413.05 utterances.], batch size: 123, lr: 4.43e-04
2022-08-24 16:30:08,575 INFO [train.py:927] (3/8) Epoch 8, batch 3250, giga_loss[loss=0.2107, simple_loss=0.2753, pruned_loss=0.07305, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03112, over 42.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2937, pruned_loss=0.06623, over 2473983.35 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06543, over 18329.56 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3014, pruned_loss=0.06381, over 1951358.95 frames. utt_duration=1170 frames, utt_pad_proportion=0.08546, over 6679.73 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2929, pruned_loss=0.0661, over 2474907.49 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06338, over 19337.60 utterances.], batch size: 42, lr: 4.43e-04
2022-08-24 16:31:50,323 INFO [train.py:927] (3/8) Epoch 8, batch 3300, giga_loss[loss=0.2123, simple_loss=0.2891, pruned_loss=0.06777, over 12361.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2897, pruned_loss=0.06422, over 2473435.19 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06361, over 17799.83 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3009, pruned_loss=0.06356, over 1958951.98 frames. utt_duration=1175 frames, utt_pad_proportion=0.08441, over 6679.58 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2893, pruned_loss=0.0643, over 2474336.30 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06225, over 18741.98 utterances.], batch size: 91, lr: 4.43e-04
2022-08-24 16:33:31,584 INFO [train.py:927] (3/8) Epoch 8, batch 3350, giga_loss[loss=0.2229, simple_loss=0.31, pruned_loss=0.06789, over 12419.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03942, over 123.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2913, pruned_loss=0.06447, over 2473600.15 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0596, over 17325.75 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3011, pruned_loss=0.06371, over 1966851.82 frames. utt_duration=1179 frames, utt_pad_proportion=0.08322, over 6683.32 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2907, pruned_loss=0.06444, over 2474114.32 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05895, over 18212.46 utterances.], batch size: 123, lr: 4.43e-04
2022-08-24 16:35:11,828 INFO [train.py:927] (3/8) Epoch 8, batch 3400, giga_loss[loss=0.1954, simple_loss=0.2843, pruned_loss=0.05325, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.04014, over 40.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2933, pruned_loss=0.06512, over 2473528.06 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05811, over 17016.84 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3012, pruned_loss=0.06389, over 1981827.41 frames. utt_duration=1176 frames, utt_pad_proportion=0.08534, over 6750.72 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2925, pruned_loss=0.06499, over 2473962.47 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05657, over 17948.57 utterances.], batch size: 40, lr: 4.43e-04
2022-08-24 16:36:55,969 INFO [train.py:927] (3/8) Epoch 8, batch 3450, giga_loss[loss=0.2277, simple_loss=0.3015, pruned_loss=0.07698, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03249, over 58.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2958, pruned_loss=0.06641, over 2474070.91 frames. utt_duration=582.7 frames, utt_pad_proportion=0.058, over 17026.84 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3006, pruned_loss=0.06381, over 1993683.47 frames. utt_duration=1183 frames, utt_pad_proportion=0.08348, over 6750.11 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2954, pruned_loss=0.0664, over 2474719.56 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05721, over 18005.85 utterances.], batch size: 58, lr: 4.43e-04
2022-08-24 16:38:51,292 INFO [train.py:927] (3/8) Epoch 8, batch 3500, libri_loss[loss=0.2083, simple_loss=0.2962, pruned_loss=0.06015, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005109, over 34.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3018, pruned_loss=0.07039, over 2473781.29 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05689, over 17416.10 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2999, pruned_loss=0.06355, over 2011987.18 frames. utt_duration=1196 frames, utt_pad_proportion=0.08071, over 6738.45 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.302, pruned_loss=0.07075, over 2474834.62 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05697, over 18613.71 utterances.], batch size: 34, lr: 4.43e-04
2022-08-24 16:40:34,755 INFO [train.py:927] (3/8) Epoch 8, batch 3550, giga_loss[loss=0.2998, simple_loss=0.3713, pruned_loss=0.1141, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02797, over 91.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3088, pruned_loss=0.07483, over 2473845.93 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06695, over 18493.38 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3005, pruned_loss=0.06378, over 2021226.38 frames. utt_duration=1185 frames, utt_pad_proportion=0.08431, over 6830.79 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.0751, over 2474634.98 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06517, over 19558.77 utterances.], batch size: 91, lr: 4.43e-04
2022-08-24 16:42:19,180 INFO [train.py:927] (3/8) Epoch 8, batch 3600, giga_loss[loss=0.2844, simple_loss=0.3481, pruned_loss=0.1104, over 12397.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02621, over 91.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3166, pruned_loss=0.07937, over 2474258.12 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06397, over 18346.27 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3021, pruned_loss=0.0637, over 2032729.73 frames. utt_duration=1191 frames, utt_pad_proportion=0.08238, over 6833.97 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3154, pruned_loss=0.07996, over 2474606.35 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06318, over 19458.88 utterances.], batch size: 91, lr: 4.43e-04
2022-08-24 16:44:03,069 INFO [train.py:927] (3/8) Epoch 8, batch 3650, giga_loss[loss=0.333, simple_loss=0.3845, pruned_loss=0.1407, over 12419.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07637, over 213.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3207, pruned_loss=0.08312, over 2473155.97 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06428, over 18863.72 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3016, pruned_loss=0.06348, over 2047346.56 frames. utt_duration=1194 frames, utt_pad_proportion=0.081, over 6864.55 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3207, pruned_loss=0.08426, over 2473954.91 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06381, over 20082.02 utterances.], batch size: 213, lr: 4.43e-04
2022-08-24 16:45:52,045 INFO [train.py:927] (3/8) Epoch 8, batch 3700, giga_loss[loss=0.2615, simple_loss=0.3369, pruned_loss=0.09304, over 12222.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03402, over 45.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3261, pruned_loss=0.08877, over 2473809.73 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06895, over 19789.59 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3012, pruned_loss=0.06333, over 2053429.61 frames. utt_duration=1199 frames, utt_pad_proportion=0.07998, over 6856.63 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3267, pruned_loss=0.09006, over 2474686.74 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06863, over 20925.51 utterances.], batch size: 45, lr: 4.42e-04
2022-08-24 16:47:41,941 INFO [train.py:927] (3/8) Epoch 8, batch 3750, giga_loss[loss=0.3123, simple_loss=0.3599, pruned_loss=0.1324, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03188, over 80.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3318, pruned_loss=0.09465, over 2473974.17 frames. utt_duration=501.4 frames, utt_pad_proportion=0.0718, over 19793.40 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3014, pruned_loss=0.06382, over 2069895.44 frames. utt_duration=1205 frames, utt_pad_proportion=0.07749, over 6879.41 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3331, pruned_loss=0.09635, over 2474768.83 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07203, over 21161.51 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 16:49:28,422 INFO [train.py:927] (3/8) Epoch 8, batch 3800, giga_loss[loss=0.2748, simple_loss=0.3526, pruned_loss=0.09848, over 12369.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03591, over 122.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3339, pruned_loss=0.09856, over 2473851.24 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07477, over 20761.15 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3004, pruned_loss=0.06346, over 2086995.45 frames. utt_duration=1219 frames, utt_pad_proportion=0.07459, over 6859.33 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3371, pruned_loss=0.1016, over 2475199.90 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07558, over 22456.49 utterances.], batch size: 122, lr: 4.42e-04
2022-08-24 16:51:11,223 INFO [train.py:927] (3/8) Epoch 8, batch 3850, giga_loss[loss=0.2944, simple_loss=0.3604, pruned_loss=0.1142, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03844, over 105.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3365, pruned_loss=0.1004, over 2474055.45 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07446, over 21329.79 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3004, pruned_loss=0.06346, over 2086995.45 frames. utt_duration=1219 frames, utt_pad_proportion=0.07459, over 6859.33 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3389, pruned_loss=0.1028, over 2475105.13 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0751, over 22649.29 utterances.], batch size: 105, lr: 4.42e-04
2022-08-24 16:52:58,617 INFO [train.py:927] (3/8) Epoch 8, batch 3900, giga_loss[loss=0.237, simple_loss=0.3181, pruned_loss=0.07797, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04409, over 146.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3374, pruned_loss=0.1006, over 2475080.52 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07597, over 22236.57 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3001, pruned_loss=0.06339, over 2094824.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.07717, over 6922.86 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3402, pruned_loss=0.1032, over 2475783.75 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07568, over 23496.47 utterances.], batch size: 146, lr: 4.42e-04
2022-08-24 16:54:48,100 INFO [train.py:927] (3/8) Epoch 8, batch 3950, giga_loss[loss=0.2175, simple_loss=0.3014, pruned_loss=0.06684, over 12433.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03272, over 75.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3357, pruned_loss=0.09765, over 2475037.09 frames. utt_duration=444 frames, utt_pad_proportion=0.0763, over 22373.40 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3003, pruned_loss=0.06349, over 2103986.92 frames. utt_duration=1218 frames, utt_pad_proportion=0.07549, over 6920.97 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3386, pruned_loss=0.1005, over 2475806.57 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07649, over 23727.99 utterances.], batch size: 75, lr: 4.42e-04
2022-08-24 16:56:33,981 INFO [train.py:927] (3/8) Epoch 8, batch 4000, libri_loss[loss=0.2089, simple_loss=0.3014, pruned_loss=0.0582, over 12364.00 frames. utt_duration=952.6 frames, utt_pad_proportion=0.07608, over 52.00 utterances.], tot_loss[loss=0.26, simple_loss=0.332, pruned_loss=0.094, over 2475413.63 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07437, over 22261.24 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3005, pruned_loss=0.06346, over 2116700.66 frames. utt_duration=1218 frames, utt_pad_proportion=0.07371, over 6958.43 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3353, pruned_loss=0.09731, over 2476117.42 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07513, over 23823.28 utterances.], batch size: 52, lr: 4.42e-04
2022-08-24 16:58:20,462 INFO [train.py:927] (3/8) Epoch 8, batch 4050, giga_loss[loss=0.244, simple_loss=0.3046, pruned_loss=0.09166, over 12206.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02924, over 39.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3303, pruned_loss=0.09291, over 2475408.01 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07701, over 22914.43 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3003, pruned_loss=0.06334, over 2120042.19 frames. utt_duration=1221 frames, utt_pad_proportion=0.07307, over 6954.86 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3333, pruned_loss=0.09585, over 2476155.53 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07761, over 24274.91 utterances.], batch size: 39, lr: 4.42e-04
2022-08-24 17:00:17,645 INFO [train.py:927] (3/8) Epoch 8, batch 4100, giga_loss[loss=0.2608, simple_loss=0.3351, pruned_loss=0.09329, over 12394.00 frames. utt_duration=478.2 frames, utt_pad_proportion=0.032, over 104.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3301, pruned_loss=0.09223, over 2475192.18 frames. utt_duration=433.9 frames, utt_pad_proportion=0.0799, over 22893.27 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06344, over 2125434.75 frames. utt_duration=1218 frames, utt_pad_proportion=0.07316, over 6990.46 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3324, pruned_loss=0.09487, over 2475713.25 frames. utt_duration=411.6 frames, utt_pad_proportion=0.0802, over 24146.64 utterances.], batch size: 104, lr: 4.42e-04
2022-08-24 17:02:04,547 INFO [train.py:927] (3/8) Epoch 8, batch 4150, libri_loss[loss=0.1685, simple_loss=0.2539, pruned_loss=0.04152, over 12202.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.04528, over 27.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3289, pruned_loss=0.0893, over 2475247.72 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07818, over 22395.27 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2999, pruned_loss=0.06327, over 2135498.78 frames. utt_duration=1228 frames, utt_pad_proportion=0.07176, over 6963.14 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3323, pruned_loss=0.0923, over 2475964.18 frames. utt_duration=416.5 frames, utt_pad_proportion=0.0789, over 23864.03 utterances.], batch size: 27, lr: 4.42e-04
2022-08-24 17:03:50,921 INFO [train.py:927] (3/8) Epoch 8, batch 4200, giga_loss[loss=0.2908, simple_loss=0.3506, pruned_loss=0.1155, over 12333.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02989, over 66.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3272, pruned_loss=0.08761, over 2475085.78 frames. utt_duration=469 frames, utt_pad_proportion=0.07332, over 21177.11 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2998, pruned_loss=0.06317, over 2145565.57 frames. utt_duration=1234 frames, utt_pad_proportion=0.0699, over 6964.32 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3308, pruned_loss=0.09079, over 2475659.63 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07478, over 22763.84 utterances.], batch size: 66, lr: 4.42e-04
2022-08-24 17:05:38,785 INFO [train.py:927] (3/8) Epoch 8, batch 4250, giga_loss[loss=0.2621, simple_loss=0.3289, pruned_loss=0.09766, over 12394.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03368, over 122.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3258, pruned_loss=0.08762, over 2474581.46 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07831, over 21604.99 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3, pruned_loss=0.06339, over 2151924.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.06887, over 6975.07 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3289, pruned_loss=0.09039, over 2475191.64 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07944, over 23099.68 utterances.], batch size: 122, lr: 4.42e-04
2022-08-24 17:07:28,457 INFO [train.py:927] (3/8) Epoch 8, batch 4300, giga_loss[loss=0.2558, simple_loss=0.3299, pruned_loss=0.09079, over 12450.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02937, over 80.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3244, pruned_loss=0.08641, over 2474533.95 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07456, over 20572.27 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3001, pruned_loss=0.06349, over 2154867.01 frames. utt_duration=1236 frames, utt_pad_proportion=0.06834, over 6980.27 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3271, pruned_loss=0.08871, over 2475231.61 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07587, over 21857.99 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 17:09:13,533 INFO [train.py:927] (3/8) Epoch 8, batch 4350, giga_loss[loss=0.2589, simple_loss=0.3432, pruned_loss=0.08725, over 12442.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03655, over 133.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.323, pruned_loss=0.08408, over 2474526.72 frames. utt_duration=490.4 frames, utt_pad_proportion=0.0699, over 20242.01 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3002, pruned_loss=0.06335, over 2159743.50 frames. utt_duration=1237 frames, utt_pad_proportion=0.06749, over 6990.47 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3252, pruned_loss=0.0863, over 2475000.53 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07147, over 21430.08 utterances.], batch size: 133, lr: 4.42e-04
2022-08-24 17:11:01,968 INFO [train.py:927] (3/8) Epoch 8, batch 4400, giga_loss[loss=0.2559, simple_loss=0.3279, pruned_loss=0.0919, over 12348.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0295, over 91.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3212, pruned_loss=0.08324, over 2474550.56 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07263, over 20546.41 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3004, pruned_loss=0.06339, over 2166089.30 frames. utt_duration=1237 frames, utt_pad_proportion=0.0673, over 7013.32 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3232, pruned_loss=0.08537, over 2474838.36 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07384, over 21725.13 utterances.], batch size: 91, lr: 4.42e-04
2022-08-24 17:12:48,679 INFO [train.py:927] (3/8) Epoch 8, batch 4450, giga_loss[loss=0.231, simple_loss=0.3004, pruned_loss=0.08083, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3203, pruned_loss=0.08342, over 2474548.85 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07026, over 20459.65 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3002, pruned_loss=0.06325, over 2172188.78 frames. utt_duration=1236 frames, utt_pad_proportion=0.0665, over 7035.98 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3225, pruned_loss=0.08558, over 2474802.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07159, over 21618.38 utterances.], batch size: 45, lr: 4.42e-04
2022-08-24 17:14:36,314 INFO [train.py:927] (3/8) Epoch 8, batch 4500, libri_loss[loss=0.1879, simple_loss=0.2734, pruned_loss=0.05123, over 12283.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01007, over 28.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08276, over 2474323.66 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07197, over 20574.50 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3002, pruned_loss=0.06325, over 2175069.56 frames. utt_duration=1239 frames, utt_pad_proportion=0.06597, over 7029.61 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.08465, over 2474651.11 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07312, over 21620.64 utterances.], batch size: 28, lr: 4.42e-04
2022-08-24 17:16:22,890 INFO [train.py:927] (3/8) Epoch 8, batch 4550, giga_loss[loss=0.3417, simple_loss=0.3807, pruned_loss=0.1513, over 12376.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.098, over 256.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3173, pruned_loss=0.08236, over 2474739.89 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06865, over 19948.80 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3001, pruned_loss=0.06309, over 2182507.76 frames. utt_duration=1247 frames, utt_pad_proportion=0.0647, over 7009.13 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3192, pruned_loss=0.08443, over 2474983.37 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07014, over 21100.40 utterances.], batch size: 256, lr: 4.41e-04
2022-08-24 17:18:05,659 INFO [train.py:927] (3/8) Epoch 8, batch 4600, giga_loss[loss=0.2346, simple_loss=0.3143, pruned_loss=0.07744, over 12391.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05885, over 182.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3168, pruned_loss=0.08076, over 2474230.73 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06321, over 18963.96 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3, pruned_loss=0.06299, over 2197652.37 frames. utt_duration=1251 frames, utt_pad_proportion=0.06273, over 7035.11 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3193, pruned_loss=0.08346, over 2474897.35 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06546, over 20503.89 utterances.], batch size: 182, lr: 4.41e-04
2022-08-24 17:19:51,328 INFO [train.py:927] (3/8) Epoch 8, batch 4650, giga_loss[loss=0.2652, simple_loss=0.329, pruned_loss=0.1007, over 12369.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07103, over 211.00 utterances.], tot_loss[loss=0.238, simple_loss=0.316, pruned_loss=0.08004, over 2474164.97 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06109, over 18424.14 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2996, pruned_loss=0.06291, over 2204213.78 frames. utt_duration=1258 frames, utt_pad_proportion=0.06167, over 7016.35 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3186, pruned_loss=0.08261, over 2474950.65 frames. utt_duration=498.5 frames, utt_pad_proportion=0.0634, over 19916.24 utterances.], batch size: 211, lr: 4.41e-04
2022-08-24 17:21:36,344 INFO [train.py:927] (3/8) Epoch 8, batch 4700, giga_loss[loss=0.3072, simple_loss=0.363, pruned_loss=0.1257, over 12381.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07118, over 212.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3182, pruned_loss=0.08225, over 2474507.34 frames. utt_duration=513 frames, utt_pad_proportion=0.0684, over 19347.43 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2996, pruned_loss=0.06293, over 2212450.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.06017, over 7027.75 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3207, pruned_loss=0.08476, over 2474915.91 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07019, over 20849.18 utterances.], batch size: 212, lr: 4.41e-04
2022-08-24 17:23:20,113 INFO [train.py:927] (3/8) Epoch 8, batch 4750, giga_loss[loss=0.2288, simple_loss=0.3095, pruned_loss=0.07405, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3183, pruned_loss=0.08336, over 2474337.17 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06829, over 19140.52 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2996, pruned_loss=0.06308, over 2222673.59 frames. utt_duration=1266 frames, utt_pad_proportion=0.05813, over 7031.61 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3211, pruned_loss=0.086, over 2474734.91 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07052, over 20805.50 utterances.], batch size: 54, lr: 4.41e-04
2022-08-24 17:25:04,476 INFO [train.py:927] (3/8) Epoch 8, batch 4800, libri_loss[loss=0.1711, simple_loss=0.2545, pruned_loss=0.04387, over 12461.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009787, over 29.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3198, pruned_loss=0.08482, over 2475629.61 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06903, over 19795.00 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3002, pruned_loss=0.06334, over 2230412.20 frames. utt_duration=1265 frames, utt_pad_proportion=0.05716, over 7062.13 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3221, pruned_loss=0.08732, over 2475701.64 frames. utt_duration=463 frames, utt_pad_proportion=0.07113, over 21453.62 utterances.], batch size: 29, lr: 4.41e-04
2022-08-24 17:26:47,720 INFO [train.py:927] (3/8) Epoch 8, batch 4850, giga_loss[loss=0.2036, simple_loss=0.2947, pruned_loss=0.05622, over 12425.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3185, pruned_loss=0.08286, over 2474700.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06784, over 19392.87 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3002, pruned_loss=0.06349, over 2237337.98 frames. utt_duration=1271 frames, utt_pad_proportion=0.05574, over 7051.52 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3208, pruned_loss=0.08528, over 2475056.23 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07019, over 21075.12 utterances.], batch size: 105, lr: 4.41e-04
2022-08-24 17:28:34,500 INFO [train.py:927] (3/8) Epoch 8, batch 4900, giga_loss[loss=0.2095, simple_loss=0.2905, pruned_loss=0.06421, over 12358.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.0329, over 62.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3165, pruned_loss=0.08172, over 2474722.61 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06724, over 19195.19 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3002, pruned_loss=0.06351, over 2244376.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.05429, over 7049.92 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3189, pruned_loss=0.08414, over 2474995.50 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06971, over 20859.62 utterances.], batch size: 62, lr: 4.41e-04
2022-08-24 17:30:18,589 INFO [train.py:927] (3/8) Epoch 8, batch 4950, giga_loss[loss=0.2276, simple_loss=0.3068, pruned_loss=0.07425, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3153, pruned_loss=0.081, over 2474146.25 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06577, over 18629.61 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3, pruned_loss=0.06345, over 2255230.72 frames. utt_duration=1270 frames, utt_pad_proportion=0.05584, over 7111.68 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3181, pruned_loss=0.08385, over 2474742.85 frames. utt_duration=485 frames, utt_pad_proportion=0.0677, over 20471.20 utterances.], batch size: 97, lr: 4.41e-04
2022-08-24 17:32:06,110 INFO [train.py:927] (3/8) Epoch 8, batch 5000, giga_loss[loss=0.2343, simple_loss=0.33, pruned_loss=0.06932, over 12241.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03243, over 45.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3185, pruned_loss=0.08213, over 2474782.44 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06988, over 18904.45 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3, pruned_loss=0.06316, over 2262607.37 frames. utt_duration=1273 frames, utt_pad_proportion=0.05443, over 7116.82 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3212, pruned_loss=0.08523, over 2475414.92 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07167, over 20749.94 utterances.], batch size: 45, lr: 4.41e-04
2022-08-24 17:33:49,817 INFO [train.py:927] (3/8) Epoch 8, batch 5050, giga_loss[loss=0.2626, simple_loss=0.3376, pruned_loss=0.0938, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3223, pruned_loss=0.08267, over 2475505.97 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07192, over 19720.22 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3005, pruned_loss=0.06324, over 2268869.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05391, over 7154.20 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3247, pruned_loss=0.08562, over 2476028.09 frames. utt_duration=462 frames, utt_pad_proportion=0.07348, over 21504.70 utterances.], batch size: 91, lr: 4.41e-04
2022-08-24 17:35:34,208 INFO [train.py:927] (3/8) Epoch 8, batch 5100, libri_loss[loss=0.2023, simple_loss=0.2957, pruned_loss=0.05443, over 12240.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005842, over 34.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3234, pruned_loss=0.08415, over 2475577.52 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07078, over 20019.47 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3005, pruned_loss=0.06327, over 2271642.35 frames. utt_duration=1272 frames, utt_pad_proportion=0.05325, over 7149.89 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3256, pruned_loss=0.08674, over 2476290.64 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07235, over 21608.46 utterances.], batch size: 34, lr: 4.41e-04
2022-08-24 17:37:21,270 INFO [train.py:927] (3/8) Epoch 8, batch 5150, giga_loss[loss=0.2228, simple_loss=0.3054, pruned_loss=0.0701, over 12441.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3233, pruned_loss=0.08494, over 2475020.89 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06677, over 19301.91 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06345, over 2280567.89 frames. utt_duration=1277 frames, utt_pad_proportion=0.05126, over 7154.19 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3258, pruned_loss=0.08775, over 2475653.18 frames. utt_duration=471 frames, utt_pad_proportion=0.06921, over 21091.63 utterances.], batch size: 75, lr: 4.41e-04
2022-08-24 17:39:05,963 INFO [train.py:927] (3/8) Epoch 8, batch 5200, giga_loss[loss=0.2358, simple_loss=0.3096, pruned_loss=0.08096, over 12378.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04362, over 37.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3206, pruned_loss=0.08423, over 2475199.30 frames. utt_duration=505 frames, utt_pad_proportion=0.07039, over 19661.73 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2997, pruned_loss=0.06286, over 2287919.61 frames. utt_duration=1285 frames, utt_pad_proportion=0.04977, over 7128.50 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3243, pruned_loss=0.08774, over 2475949.48 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07267, over 21571.53 utterances.], batch size: 37, lr: 4.41e-04
2022-08-24 17:40:54,245 INFO [train.py:927] (3/8) Epoch 8, batch 5250, giga_loss[loss=0.2483, simple_loss=0.3248, pruned_loss=0.08591, over 12346.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.033, over 51.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.08457, over 2474847.82 frames. utt_duration=508.7 frames, utt_pad_proportion=0.07245, over 19518.26 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3003, pruned_loss=0.06283, over 2290506.26 frames. utt_duration=1289 frames, utt_pad_proportion=0.04932, over 7118.62 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08766, over 2475644.04 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07438, over 21203.61 utterances.], batch size: 51, lr: 4.41e-04
2022-08-24 17:42:39,024 INFO [train.py:927] (3/8) Epoch 8, batch 5300, giga_loss[loss=0.2586, simple_loss=0.3307, pruned_loss=0.09326, over 12385.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.32, pruned_loss=0.0848, over 2474936.97 frames. utt_duration=505.6 frames, utt_pad_proportion=0.0717, over 19638.53 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3003, pruned_loss=0.06287, over 2293878.17 frames. utt_duration=1293 frames, utt_pad_proportion=0.04862, over 7106.42 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3225, pruned_loss=0.08764, over 2475854.31 frames. utt_duration=468 frames, utt_pad_proportion=0.07364, over 21230.05 utterances.], batch size: 113, lr: 4.41e-04
2022-08-24 17:44:23,285 INFO [train.py:927] (3/8) Epoch 8, batch 5350, giga_loss[loss=0.2411, simple_loss=0.3264, pruned_loss=0.07791, over 12394.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.0289, over 62.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.321, pruned_loss=0.08523, over 2475042.37 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06658, over 19413.08 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3004, pruned_loss=0.06292, over 2296749.21 frames. utt_duration=1289 frames, utt_pad_proportion=0.04882, over 7133.53 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3232, pruned_loss=0.08774, over 2475615.97 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06853, over 20815.29 utterances.], batch size: 62, lr: 4.41e-04
2022-08-24 17:46:10,353 INFO [train.py:927] (3/8) Epoch 8, batch 5400, giga_loss[loss=0.3377, simple_loss=0.3735, pruned_loss=0.151, over 12356.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3213, pruned_loss=0.08562, over 2474213.59 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07216, over 19612.80 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2999, pruned_loss=0.06266, over 2301893.51 frames. utt_duration=1295 frames, utt_pad_proportion=0.04781, over 7120.64 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.324, pruned_loss=0.08844, over 2474788.27 frames. utt_duration=471.2 frames, utt_pad_proportion=0.0738, over 21073.05 utterances.], batch size: 366, lr: 4.41e-04
2022-08-24 17:47:55,126 INFO [train.py:927] (3/8) Epoch 8, batch 5450, giga_loss[loss=0.2612, simple_loss=0.3392, pruned_loss=0.09161, over 12386.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03932, over 113.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3224, pruned_loss=0.08518, over 2473781.06 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07613, over 20036.13 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2999, pruned_loss=0.06266, over 2305651.46 frames. utt_duration=1298 frames, utt_pad_proportion=0.04693, over 7111.77 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.325, pruned_loss=0.08794, over 2474696.57 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07769, over 21507.80 utterances.], batch size: 113, lr: 4.40e-04
2022-08-24 17:49:46,314 INFO [train.py:927] (3/8) Epoch 8, batch 5500, giga_loss[loss=0.2629, simple_loss=0.3388, pruned_loss=0.09349, over 12406.00 frames. utt_duration=856.9 frames, utt_pad_proportion=0.02848, over 58.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3245, pruned_loss=0.08543, over 2473498.40 frames. utt_duration=483.9 frames, utt_pad_proportion=0.08079, over 20508.90 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3003, pruned_loss=0.06269, over 2312173.25 frames. utt_duration=1288 frames, utt_pad_proportion=0.05033, over 7186.56 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3271, pruned_loss=0.08841, over 2474310.81 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08113, over 22078.90 utterances.], batch size: 58, lr: 4.40e-04
2022-08-24 17:51:28,905 INFO [train.py:927] (3/8) Epoch 8, batch 5550, giga_loss[loss=0.2194, simple_loss=0.3091, pruned_loss=0.06491, over 12335.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02993, over 66.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.326, pruned_loss=0.08668, over 2473765.19 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07688, over 20288.40 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3004, pruned_loss=0.06274, over 2314502.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.05077, over 7215.45 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3283, pruned_loss=0.08932, over 2474479.58 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07744, over 21691.75 utterances.], batch size: 66, lr: 4.40e-04
2022-08-24 17:53:14,158 INFO [train.py:927] (3/8) Epoch 8, batch 5600, giga_loss[loss=0.2103, simple_loss=0.3015, pruned_loss=0.05949, over 12384.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02455, over 66.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.327, pruned_loss=0.08798, over 2473823.33 frames. utt_duration=464.9 frames, utt_pad_proportion=0.08531, over 21350.98 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3006, pruned_loss=0.06299, over 2319025.45 frames. utt_duration=1272 frames, utt_pad_proportion=0.05502, over 7302.53 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3294, pruned_loss=0.09057, over 2474572.29 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08445, over 22767.11 utterances.], batch size: 66, lr: 4.40e-04
2022-08-24 17:54:59,609 INFO [train.py:927] (3/8) Epoch 8, batch 5650, giga_loss[loss=0.225, simple_loss=0.3161, pruned_loss=0.06695, over 12439.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03729, over 105.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3278, pruned_loss=0.0879, over 2473949.75 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08754, over 22473.32 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3007, pruned_loss=0.06316, over 2322641.03 frames. utt_duration=1267 frames, utt_pad_proportion=0.05492, over 7338.63 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3303, pruned_loss=0.09037, over 2474746.42 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08708, over 23893.50 utterances.], batch size: 105, lr: 4.40e-04
2022-08-24 17:56:47,215 INFO [train.py:927] (3/8) Epoch 8, batch 5700, libri_loss[loss=0.2604, simple_loss=0.3565, pruned_loss=0.0822, over 12339.00 frames. utt_duration=950.7 frames, utt_pad_proportion=0.07428, over 52.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3291, pruned_loss=0.08887, over 2474331.00 frames. utt_duration=432.1 frames, utt_pad_proportion=0.0877, over 22983.02 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3008, pruned_loss=0.06317, over 2324743.69 frames. utt_duration=1267 frames, utt_pad_proportion=0.05464, over 7345.61 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3312, pruned_loss=0.09115, over 2475088.15 frames. utt_duration=408.8 frames, utt_pad_proportion=0.08756, over 24306.59 utterances.], batch size: 52, lr: 4.40e-04
2022-08-24 17:58:33,497 INFO [train.py:927] (3/8) Epoch 8, batch 5750, giga_loss[loss=0.2372, simple_loss=0.3159, pruned_loss=0.07925, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0286, over 48.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3291, pruned_loss=0.08881, over 2474562.07 frames. utt_duration=431.1 frames, utt_pad_proportion=0.0881, over 23036.95 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3022, pruned_loss=0.06342, over 2326154.50 frames. utt_duration=1266 frames, utt_pad_proportion=0.05457, over 7359.08 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3299, pruned_loss=0.09061, over 2475232.72 frames. utt_duration=410.6 frames, utt_pad_proportion=0.08808, over 24198.34 utterances.], batch size: 48, lr: 4.40e-04
2022-08-24 18:00:20,499 INFO [train.py:927] (3/8) Epoch 8, batch 5800, giga_loss[loss=0.2477, simple_loss=0.3105, pruned_loss=0.09243, over 12351.00 frames. utt_duration=131.4 frames, utt_pad_proportion=0.227, over 380.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3252, pruned_loss=0.08665, over 2474887.48 frames. utt_duration=445.3 frames, utt_pad_proportion=0.08583, over 22302.31 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3021, pruned_loss=0.06329, over 2328824.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.05371, over 7344.00 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3264, pruned_loss=0.08863, over 2475684.65 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08628, over 23510.31 utterances.], batch size: 380, lr: 4.40e-04
2022-08-24 18:02:04,260 INFO [train.py:927] (3/8) Epoch 8, batch 5850, libri_loss[loss=0.2187, simple_loss=0.3012, pruned_loss=0.06814, over 12433.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03597, over 46.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3229, pruned_loss=0.08664, over 2474816.68 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08565, over 22390.00 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3013, pruned_loss=0.06299, over 2332561.29 frames. utt_duration=1273 frames, utt_pad_proportion=0.05277, over 7335.64 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.325, pruned_loss=0.089, over 2475360.08 frames. utt_duration=419.2 frames, utt_pad_proportion=0.0865, over 23703.38 utterances.], batch size: 46, lr: 4.40e-04
2022-08-24 18:03:46,403 INFO [train.py:927] (3/8) Epoch 8, batch 5900, giga_loss[loss=0.1936, simple_loss=0.2771, pruned_loss=0.05502, over 12326.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03537, over 51.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.32, pruned_loss=0.08419, over 2474419.91 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08765, over 22855.89 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.301, pruned_loss=0.0629, over 2335864.89 frames. utt_duration=1275 frames, utt_pad_proportion=0.05204, over 7334.25 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3224, pruned_loss=0.08665, over 2475049.15 frames. utt_duration=410 frames, utt_pad_proportion=0.08859, over 24235.61 utterances.], batch size: 51, lr: 4.40e-04
2022-08-24 18:05:34,823 INFO [train.py:927] (3/8) Epoch 8, batch 5950, giga_loss[loss=0.2848, simple_loss=0.3292, pruned_loss=0.1202, over 12347.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1998, over 367.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3191, pruned_loss=0.08351, over 2474643.07 frames. utt_duration=421.2 frames, utt_pad_proportion=0.08747, over 23581.77 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3009, pruned_loss=0.063, over 2338966.18 frames. utt_duration=1275 frames, utt_pad_proportion=0.05196, over 7346.92 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3215, pruned_loss=0.08584, over 2475439.36 frames. utt_duration=397.2 frames, utt_pad_proportion=0.08846, over 25020.78 utterances.], batch size: 367, lr: 4.40e-04
2022-08-24 18:07:20,886 INFO [train.py:927] (3/8) Epoch 8, batch 6000, libri_loss[loss=0.222, simple_loss=0.302, pruned_loss=0.07101, over 12257.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004787, over 34.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3156, pruned_loss=0.08201, over 2473960.01 frames. utt_duration=442.7 frames, utt_pad_proportion=0.08636, over 22428.67 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3008, pruned_loss=0.06291, over 2343008.99 frames. utt_duration=1282 frames, utt_pad_proportion=0.05057, over 7320.28 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3182, pruned_loss=0.08462, over 2475200.79 frames. utt_duration=411.8 frames, utt_pad_proportion=0.08798, over 24129.56 utterances.], batch size: 34, lr: 4.40e-04
2022-08-24 18:07:20,888 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 18:07:35,604 INFO [train.py:967] (3/8) 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 18:09:18,178 INFO [train.py:927] (3/8) Epoch 8, batch 6050, libri_loss[loss=0.2318, simple_loss=0.3276, pruned_loss=0.06799, over 12481.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006855, over 36.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3166, pruned_loss=0.08181, over 2474318.27 frames. utt_duration=451.8 frames, utt_pad_proportion=0.08522, over 21976.88 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3011, pruned_loss=0.06301, over 2344441.55 frames. utt_duration=1282 frames, utt_pad_proportion=0.05014, over 7321.07 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3184, pruned_loss=0.08395, over 2475171.45 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08682, over 23449.22 utterances.], batch size: 36, lr: 4.40e-04
2022-08-24 18:11:03,435 INFO [train.py:927] (3/8) Epoch 8, batch 6100, giga_loss[loss=0.2302, simple_loss=0.3075, pruned_loss=0.07639, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03124, over 42.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3179, pruned_loss=0.08268, over 2474407.96 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07977, over 21896.80 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3013, pruned_loss=0.06296, over 2346143.60 frames. utt_duration=1283 frames, utt_pad_proportion=0.04988, over 7325.34 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3193, pruned_loss=0.08465, over 2475291.91 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08155, over 23256.58 utterances.], batch size: 42, lr: 4.40e-04
2022-08-24 18:12:48,808 INFO [train.py:927] (3/8) Epoch 8, batch 6150, giga_loss[loss=0.2467, simple_loss=0.326, pruned_loss=0.08374, over 12350.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.242, simple_loss=0.318, pruned_loss=0.08302, over 2474066.97 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07984, over 22057.13 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3011, pruned_loss=0.06287, over 2350133.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.04854, over 7313.41 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3199, pruned_loss=0.0853, over 2475141.56 frames. utt_duration=420.6 frames, utt_pad_proportion=0.08195, over 23623.31 utterances.], batch size: 70, lr: 4.40e-04
2022-08-24 18:14:35,823 INFO [train.py:927] (3/8) Epoch 8, batch 6200, giga_loss[loss=0.2811, simple_loss=0.3448, pruned_loss=0.1088, over 12406.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06289, over 183.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.319, pruned_loss=0.08382, over 2473129.54 frames. utt_duration=450.8 frames, utt_pad_proportion=0.0803, over 22015.95 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3004, pruned_loss=0.06275, over 2356102.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.04653, over 7279.20 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.322, pruned_loss=0.08684, over 2474635.69 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08293, over 24065.14 utterances.], batch size: 183, lr: 4.40e-04
2022-08-24 18:16:22,558 INFO [train.py:927] (3/8) Epoch 8, batch 6250, giga_loss[loss=0.233, simple_loss=0.3026, pruned_loss=0.08174, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03555, over 40.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08518, over 2473528.64 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07849, over 21477.12 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3004, pruned_loss=0.06271, over 2359175.37 frames. utt_duration=1286 frames, utt_pad_proportion=0.0504, over 7347.72 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3238, pruned_loss=0.08824, over 2475117.54 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08005, over 23459.08 utterances.], batch size: 40, lr: 4.40e-04
2022-08-24 18:18:08,332 INFO [train.py:927] (3/8) Epoch 8, batch 6300, libri_loss[loss=0.2928, simple_loss=0.3713, pruned_loss=0.1071, over 12443.00 frames. utt_duration=419.8 frames, utt_pad_proportion=0.3461, over 119.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3214, pruned_loss=0.08424, over 2473096.69 frames. utt_duration=472.9 frames, utt_pad_proportion=0.08007, over 20982.90 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3008, pruned_loss=0.06293, over 2363578.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.06237, over 7571.60 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3243, pruned_loss=0.08734, over 2474484.36 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07828, over 22897.81 utterances.], batch size: 119, lr: 4.39e-04
2022-08-24 18:19:56,371 INFO [train.py:927] (3/8) Epoch 8, batch 6350, giga_loss[loss=0.2918, simple_loss=0.3453, pruned_loss=0.1191, over 12390.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1103, over 260.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3209, pruned_loss=0.08491, over 2473238.87 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08235, over 21739.35 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3001, pruned_loss=0.06264, over 2365824.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.06154, over 7536.64 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3242, pruned_loss=0.08808, over 2474758.98 frames. utt_duration=421 frames, utt_pad_proportion=0.08111, over 23595.01 utterances.], batch size: 260, lr: 4.39e-04
2022-08-24 18:21:44,379 INFO [train.py:927] (3/8) Epoch 8, batch 6400, giga_loss[loss=0.2245, simple_loss=0.3049, pruned_loss=0.07208, over 12422.00 frames. utt_duration=711.5 frames, utt_pad_proportion=0.02406, over 70.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3199, pruned_loss=0.08425, over 2473818.58 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08531, over 21819.79 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3006, pruned_loss=0.06276, over 2368139.03 frames. utt_duration=1244 frames, utt_pad_proportion=0.06459, over 7622.71 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3224, pruned_loss=0.08708, over 2474867.35 frames. utt_duration=423 frames, utt_pad_proportion=0.08357, over 23481.26 utterances.], batch size: 70, lr: 4.39e-04
2022-08-24 18:23:30,014 INFO [train.py:927] (3/8) Epoch 8, batch 6450, giga_loss[loss=0.2521, simple_loss=0.3281, pruned_loss=0.08803, over 12356.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03233, over 58.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08425, over 2474559.03 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08119, over 21482.51 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3003, pruned_loss=0.06265, over 2369319.06 frames. utt_duration=1248 frames, utt_pad_proportion=0.06388, over 7604.49 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3216, pruned_loss=0.08686, over 2475755.34 frames. utt_duration=432 frames, utt_pad_proportion=0.08031, over 22999.78 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:25:17,832 INFO [train.py:927] (3/8) Epoch 8, batch 6500, giga_loss[loss=0.3049, simple_loss=0.3457, pruned_loss=0.1321, over 12369.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3189, pruned_loss=0.08515, over 2474407.71 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08728, over 22082.65 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2998, pruned_loss=0.06248, over 2371732.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.06265, over 7579.63 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3218, pruned_loss=0.08786, over 2475539.82 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08672, over 23630.99 utterances.], batch size: 368, lr: 4.39e-04
2022-08-24 18:27:01,407 INFO [train.py:927] (3/8) Epoch 8, batch 6550, giga_loss[loss=0.2437, simple_loss=0.3217, pruned_loss=0.08281, over 12460.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3205, pruned_loss=0.08625, over 2474655.56 frames. utt_duration=466.2 frames, utt_pad_proportion=0.08172, over 21297.47 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2996, pruned_loss=0.06235, over 2373352.47 frames. utt_duration=1257 frames, utt_pad_proportion=0.06179, over 7561.13 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3233, pruned_loss=0.08894, over 2475922.62 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08197, over 22795.55 utterances.], batch size: 75, lr: 4.39e-04
2022-08-24 18:28:45,354 INFO [train.py:927] (3/8) Epoch 8, batch 6600, giga_loss[loss=0.3068, simple_loss=0.3576, pruned_loss=0.128, over 12419.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07194, over 212.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3221, pruned_loss=0.08783, over 2475034.79 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08355, over 21931.93 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3001, pruned_loss=0.06262, over 2375226.60 frames. utt_duration=1247 frames, utt_pad_proportion=0.06581, over 7630.21 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3242, pruned_loss=0.09016, over 2476144.16 frames. utt_duration=426.6 frames, utt_pad_proportion=0.08266, over 23299.00 utterances.], batch size: 212, lr: 4.39e-04
2022-08-24 18:30:30,733 INFO [train.py:927] (3/8) Epoch 8, batch 6650, giga_loss[loss=0.2386, simple_loss=0.3175, pruned_loss=0.07991, over 12392.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02623, over 91.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3213, pruned_loss=0.08709, over 2474730.24 frames. utt_duration=465.5 frames, utt_pad_proportion=0.08348, over 21332.06 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3, pruned_loss=0.06259, over 2378966.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.06394, over 7611.55 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3239, pruned_loss=0.08989, over 2475799.21 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08352, over 22970.63 utterances.], batch size: 91, lr: 4.39e-04
2022-08-24 18:32:15,730 INFO [train.py:927] (3/8) Epoch 8, batch 6700, libri_loss[loss=0.1856, simple_loss=0.2713, pruned_loss=0.04995, over 12193.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008288, over 30.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3209, pruned_loss=0.08675, over 2474337.57 frames. utt_duration=471.8 frames, utt_pad_proportion=0.08272, over 21044.12 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2991, pruned_loss=0.06216, over 2382193.88 frames. utt_duration=1261 frames, utt_pad_proportion=0.06233, over 7565.14 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3246, pruned_loss=0.09028, over 2475693.00 frames. utt_duration=433.8 frames, utt_pad_proportion=0.08345, over 22903.44 utterances.], batch size: 30, lr: 4.39e-04
2022-08-24 18:34:01,010 INFO [train.py:927] (3/8) Epoch 8, batch 6750, giga_loss[loss=0.2215, simple_loss=0.3076, pruned_loss=0.06777, over 12409.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02894, over 62.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3234, pruned_loss=0.08895, over 2474325.04 frames. utt_duration=462.7 frames, utt_pad_proportion=0.0837, over 21458.82 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2988, pruned_loss=0.06207, over 2383867.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.06133, over 7548.92 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.327, pruned_loss=0.09227, over 2475524.30 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08462, over 23188.35 utterances.], batch size: 62, lr: 4.39e-04
2022-08-24 18:35:45,790 INFO [train.py:927] (3/8) Epoch 8, batch 6800, giga_loss[loss=0.2482, simple_loss=0.33, pruned_loss=0.08318, over 12350.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3239, pruned_loss=0.08821, over 2473760.51 frames. utt_duration=470.7 frames, utt_pad_proportion=0.08326, over 21086.04 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2985, pruned_loss=0.06195, over 2387690.19 frames. utt_duration=1266 frames, utt_pad_proportion=0.05998, over 7553.40 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3279, pruned_loss=0.09204, over 2474873.33 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08479, over 23034.64 utterances.], batch size: 51, lr: 4.39e-04
2022-08-24 18:37:27,922 INFO [train.py:927] (3/8) Epoch 8, batch 6850, giga_loss[loss=0.2307, simple_loss=0.31, pruned_loss=0.07567, over 12385.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3227, pruned_loss=0.087, over 2473523.63 frames. utt_duration=466.3 frames, utt_pad_proportion=0.08344, over 21283.68 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2982, pruned_loss=0.06189, over 2390165.02 frames. utt_duration=1257 frames, utt_pad_proportion=0.06293, over 7612.08 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3269, pruned_loss=0.09082, over 2474469.44 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08417, over 23176.23 utterances.], batch size: 133, lr: 4.39e-04
2022-08-24 18:39:11,079 INFO [train.py:927] (3/8) Epoch 8, batch 6900, libri_loss[loss=0.1961, simple_loss=0.2783, pruned_loss=0.05697, over 12260.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.05193, over 27.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3214, pruned_loss=0.08562, over 2472833.63 frames. utt_duration=487.8 frames, utt_pad_proportion=0.08105, over 20338.34 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.06187, over 2393036.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.06216, over 7623.71 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3258, pruned_loss=0.08966, over 2473997.56 frames. utt_duration=444 frames, utt_pad_proportion=0.08239, over 22362.58 utterances.], batch size: 27, lr: 4.39e-04
2022-08-24 18:40:57,882 INFO [train.py:927] (3/8) Epoch 8, batch 6950, libri_loss[loss=0.1977, simple_loss=0.2928, pruned_loss=0.05131, over 12452.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005862, over 35.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3215, pruned_loss=0.08562, over 2473434.23 frames. utt_duration=494.7 frames, utt_pad_proportion=0.08069, over 20059.20 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2985, pruned_loss=0.062, over 2394887.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.06566, over 7708.58 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3253, pruned_loss=0.08927, over 2474482.88 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08077, over 21888.27 utterances.], batch size: 35, lr: 4.39e-04
2022-08-24 18:42:47,429 INFO [train.py:927] (3/8) Epoch 8, batch 7000, giga_loss[loss=0.2655, simple_loss=0.3345, pruned_loss=0.09826, over 12343.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03331, over 51.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3224, pruned_loss=0.08675, over 2473856.90 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07944, over 19977.50 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2988, pruned_loss=0.06209, over 2396078.69 frames. utt_duration=1246 frames, utt_pad_proportion=0.06496, over 7701.02 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3253, pruned_loss=0.08988, over 2474683.38 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07991, over 21600.36 utterances.], batch size: 51, lr: 4.39e-04
2022-08-24 18:44:32,082 INFO [train.py:927] (3/8) Epoch 8, batch 7050, giga_loss[loss=0.2902, simple_loss=0.3568, pruned_loss=0.1118, over 12439.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04545, over 161.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3237, pruned_loss=0.08709, over 2474362.20 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07524, over 19897.26 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2993, pruned_loss=0.06225, over 2398314.51 frames. utt_duration=1249 frames, utt_pad_proportion=0.06342, over 7689.09 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3263, pruned_loss=0.09015, over 2475105.82 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07648, over 21540.99 utterances.], batch size: 161, lr: 4.39e-04
2022-08-24 18:46:16,057 INFO [train.py:927] (3/8) Epoch 8, batch 7100, giga_loss[loss=0.2405, simple_loss=0.3226, pruned_loss=0.07924, over 12436.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03046, over 80.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3233, pruned_loss=0.08604, over 2474671.84 frames. utt_duration=510 frames, utt_pad_proportion=0.0707, over 19464.98 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2998, pruned_loss=0.06229, over 2400338.61 frames. utt_duration=1251 frames, utt_pad_proportion=0.0622, over 7682.05 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3255, pruned_loss=0.08899, over 2475134.05 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07251, over 21059.40 utterances.], batch size: 80, lr: 4.39e-04
2022-08-24 18:47:57,912 INFO [train.py:927] (3/8) Epoch 8, batch 7150, giga_loss[loss=0.2055, simple_loss=0.2903, pruned_loss=0.06036, over 12389.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.0296, over 58.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3241, pruned_loss=0.08676, over 2475166.56 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07088, over 19891.19 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2997, pruned_loss=0.06219, over 2402147.12 frames. utt_duration=1255 frames, utt_pad_proportion=0.06116, over 7667.21 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3264, pruned_loss=0.08972, over 2475545.85 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07269, over 21443.92 utterances.], batch size: 58, lr: 4.38e-04
2022-08-24 18:49:44,544 INFO [train.py:927] (3/8) Epoch 8, batch 7200, giga_loss[loss=0.2246, simple_loss=0.3056, pruned_loss=0.07183, over 12375.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03085, over 58.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.323, pruned_loss=0.08661, over 2475842.43 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07037, over 19937.83 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2996, pruned_loss=0.06215, over 2403183.10 frames. utt_duration=1257 frames, utt_pad_proportion=0.06043, over 7657.29 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3252, pruned_loss=0.08928, over 2476183.72 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07208, over 21320.26 utterances.], batch size: 58, lr: 4.38e-04
2022-08-24 18:51:31,817 INFO [train.py:927] (3/8) Epoch 8, batch 7250, giga_loss[loss=0.2592, simple_loss=0.3258, pruned_loss=0.09625, over 12444.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3198, pruned_loss=0.08566, over 2475209.18 frames. utt_duration=506 frames, utt_pad_proportion=0.0672, over 19624.63 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2994, pruned_loss=0.06208, over 2403699.22 frames. utt_duration=1259 frames, utt_pad_proportion=0.05996, over 7647.75 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3218, pruned_loss=0.08804, over 2475665.45 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06894, over 20833.56 utterances.], batch size: 86, lr: 4.38e-04
2022-08-24 18:53:20,205 INFO [train.py:927] (3/8) Epoch 8, batch 7300, giga_loss[loss=0.2337, simple_loss=0.3145, pruned_loss=0.07651, over 12375.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03179, over 62.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3177, pruned_loss=0.08503, over 2474499.56 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06757, over 19602.66 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2995, pruned_loss=0.06207, over 2404900.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.05973, over 7666.53 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3196, pruned_loss=0.08735, over 2475058.36 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06911, over 20768.43 utterances.], batch size: 62, lr: 4.38e-04
2022-08-24 18:55:08,398 INFO [train.py:927] (3/8) Epoch 8, batch 7350, giga_loss[loss=0.218, simple_loss=0.3032, pruned_loss=0.06637, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03022, over 97.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3164, pruned_loss=0.08255, over 2474595.30 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07095, over 20397.23 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2995, pruned_loss=0.06209, over 2406981.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.05884, over 7663.20 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3185, pruned_loss=0.08511, over 2475319.04 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07237, over 21724.56 utterances.], batch size: 97, lr: 4.38e-04
2022-08-24 18:56:53,538 INFO [train.py:927] (3/8) Epoch 8, batch 7400, giga_loss[loss=0.238, simple_loss=0.3115, pruned_loss=0.08225, over 12403.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.315, pruned_loss=0.07964, over 2475392.26 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07126, over 21647.54 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2995, pruned_loss=0.0621, over 2407963.57 frames. utt_duration=1254 frames, utt_pad_proportion=0.05912, over 7687.95 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3168, pruned_loss=0.0819, over 2476008.77 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0723, over 22848.01 utterances.], batch size: 259, lr: 4.38e-04
2022-08-24 18:58:40,651 INFO [train.py:927] (3/8) Epoch 8, batch 7450, giga_loss[loss=0.2605, simple_loss=0.3433, pruned_loss=0.08887, over 12304.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03567, over 51.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3123, pruned_loss=0.07617, over 2475300.49 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07238, over 21680.00 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2998, pruned_loss=0.06224, over 2409494.57 frames. utt_duration=1246 frames, utt_pad_proportion=0.06206, over 7745.34 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3139, pruned_loss=0.07822, over 2475922.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07249, over 22914.74 utterances.], batch size: 51, lr: 4.38e-04
2022-08-24 19:00:30,809 INFO [train.py:927] (3/8) Epoch 8, batch 7500, libri_loss[loss=0.2032, simple_loss=0.2945, pruned_loss=0.05595, over 12366.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01488, over 41.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3127, pruned_loss=0.07476, over 2475283.00 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07364, over 21956.06 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2999, pruned_loss=0.06206, over 2411748.84 frames. utt_duration=1255 frames, utt_pad_proportion=0.06003, over 7697.89 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3144, pruned_loss=0.07709, over 2476359.62 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07436, over 23565.95 utterances.], batch size: 41, lr: 4.38e-04
2022-08-24 19:02:14,643 INFO [train.py:927] (3/8) Epoch 8, batch 7550, giga_loss[loss=0.2321, simple_loss=0.3178, pruned_loss=0.07321, over 12394.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05899, over 182.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3102, pruned_loss=0.07299, over 2475871.83 frames. utt_duration=459 frames, utt_pad_proportion=0.07071, over 21646.23 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2993, pruned_loss=0.0619, over 2413056.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.05918, over 7670.19 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3123, pruned_loss=0.0752, over 2476695.05 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07178, over 23198.53 utterances.], batch size: 182, lr: 4.38e-04
2022-08-24 19:03:57,900 INFO [train.py:927] (3/8) Epoch 8, batch 7600, giga_loss[loss=0.2482, simple_loss=0.3208, pruned_loss=0.08784, over 12374.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07488, over 212.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3085, pruned_loss=0.07188, over 2476581.63 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07502, over 23254.30 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2992, pruned_loss=0.06191, over 2414623.88 frames. utt_duration=1259 frames, utt_pad_proportion=0.05857, over 7677.66 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3104, pruned_loss=0.0738, over 2476960.09 frames. utt_duration=402 frames, utt_pad_proportion=0.07583, over 24734.61 utterances.], batch size: 212, lr: 4.38e-04
2022-08-24 19:05:43,828 INFO [train.py:927] (3/8) Epoch 8, batch 7650, giga_loss[loss=0.2201, simple_loss=0.3007, pruned_loss=0.06974, over 12357.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3076, pruned_loss=0.07086, over 2476200.47 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0729, over 23353.30 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2992, pruned_loss=0.06198, over 2415813.80 frames. utt_duration=1261 frames, utt_pad_proportion=0.05773, over 7674.78 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3093, pruned_loss=0.07255, over 2476808.64 frames. utt_duration=399.2 frames, utt_pad_proportion=0.074, over 24905.74 utterances.], batch size: 85, lr: 4.38e-04
2022-08-24 19:07:26,870 INFO [train.py:927] (3/8) Epoch 8, batch 7700, libri_loss[loss=0.223, simple_loss=0.3092, pruned_loss=0.06835, over 12404.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008386, over 38.00 utterances.], tot_loss[loss=0.22, simple_loss=0.304, pruned_loss=0.06795, over 2475738.09 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06862, over 22825.36 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.299, pruned_loss=0.06192, over 2417481.64 frames. utt_duration=1264 frames, utt_pad_proportion=0.05645, over 7660.38 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3057, pruned_loss=0.06957, over 2476595.50 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07027, over 24584.98 utterances.], batch size: 38, lr: 4.38e-04
2022-08-24 19:09:12,482 INFO [train.py:927] (3/8) Epoch 8, batch 7750, giga_loss[loss=0.2094, simple_loss=0.2982, pruned_loss=0.0603, over 12441.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03424, over 105.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.302, pruned_loss=0.06739, over 2476724.77 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07001, over 23222.59 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2992, pruned_loss=0.06213, over 2419045.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.05994, over 7730.90 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3033, pruned_loss=0.06862, over 2477308.74 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07026, over 24921.08 utterances.], batch size: 105, lr: 4.38e-04
2022-08-24 19:11:04,800 INFO [train.py:927] (3/8) Epoch 8, batch 7800, giga_loss[loss=0.2119, simple_loss=0.292, pruned_loss=0.06592, over 12392.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07828, over 213.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3023, pruned_loss=0.06751, over 2476406.94 frames. utt_duration=408.1 frames, utt_pad_proportion=0.0743, over 24358.87 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2991, pruned_loss=0.06207, over 2420343.23 frames. utt_duration=1259 frames, utt_pad_proportion=0.05834, over 7696.93 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3034, pruned_loss=0.06872, over 2477511.00 frames. utt_duration=379 frames, utt_pad_proportion=0.07471, over 26251.16 utterances.], batch size: 213, lr: 4.38e-04
2022-08-24 19:13:09,066 INFO [train.py:927] (3/8) Epoch 8, batch 7850, giga_loss[loss=0.2247, simple_loss=0.3157, pruned_loss=0.06686, over 12383.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3035, pruned_loss=0.06693, over 2476497.16 frames. utt_duration=401.5 frames, utt_pad_proportion=0.0727, over 24757.61 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2997, pruned_loss=0.06227, over 2421368.20 frames. utt_duration=1247 frames, utt_pad_proportion=0.06206, over 7777.33 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.304, pruned_loss=0.06783, over 2477699.14 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07237, over 26565.95 utterances.], batch size: 91, lr: 4.38e-04
2022-08-24 19:15:08,122 INFO [train.py:927] (3/8) Epoch 8, batch 7900, giga_loss[loss=0.2327, simple_loss=0.303, pruned_loss=0.08122, over 12412.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3015, pruned_loss=0.06523, over 2476802.25 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06769, over 24455.96 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2993, pruned_loss=0.06205, over 2422397.74 frames. utt_duration=1251 frames, utt_pad_proportion=0.06095, over 7754.16 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3023, pruned_loss=0.06624, over 2478081.44 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06807, over 26313.68 utterances.], batch size: 259, lr: 4.38e-04
2022-08-24 19:17:18,395 INFO [train.py:927] (3/8) Epoch 8, batch 7950, giga_loss[loss=0.1822, simple_loss=0.2697, pruned_loss=0.04729, over 12479.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02611, over 55.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2991, pruned_loss=0.06348, over 2476518.53 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06943, over 24883.72 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2991, pruned_loss=0.06194, over 2423337.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.06004, over 7744.08 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3, pruned_loss=0.06443, over 2477661.05 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06989, over 26658.21 utterances.], batch size: 55, lr: 4.38e-04
2022-08-24 19:19:16,217 INFO [train.py:927] (3/8) Epoch 8, batch 8000, giga_loss[loss=0.1911, simple_loss=0.2776, pruned_loss=0.05223, over 12424.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2957, pruned_loss=0.06196, over 2476244.90 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06809, over 24192.40 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.298, pruned_loss=0.06157, over 2425192.37 frames. utt_duration=1264 frames, utt_pad_proportion=0.05785, over 7683.11 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2974, pruned_loss=0.06311, over 2477900.22 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06927, over 26479.35 utterances.], batch size: 75, lr: 4.38e-04
2022-08-24 19:21:10,966 INFO [train.py:927] (3/8) Epoch 8, batch 8050, giga_loss[loss=0.2289, simple_loss=0.3045, pruned_loss=0.0766, over 12399.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09746, over 256.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2959, pruned_loss=0.06141, over 2476618.98 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06934, over 25145.48 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2981, pruned_loss=0.0615, over 2425907.54 frames. utt_duration=1266 frames, utt_pad_proportion=0.05701, over 7671.65 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2971, pruned_loss=0.06237, over 2478196.49 frames. utt_duration=364.6 frames, utt_pad_proportion=0.07041, over 27281.63 utterances.], batch size: 256, lr: 4.37e-04
2022-08-24 19:23:26,356 INFO [train.py:927] (3/8) Epoch 8, batch 8100, giga_loss[loss=0.1997, simple_loss=0.2839, pruned_loss=0.05769, over 12396.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02592, over 85.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2957, pruned_loss=0.06106, over 2476404.78 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06977, over 24811.54 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2983, pruned_loss=0.06164, over 2427731.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05662, over 7699.73 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2963, pruned_loss=0.06172, over 2477828.45 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07084, over 27125.89 utterances.], batch size: 85, lr: 4.37e-04
2022-08-24 19:25:25,830 INFO [train.py:927] (3/8) Epoch 8, batch 8150, giga_loss[loss=0.2321, simple_loss=0.3199, pruned_loss=0.07215, over 12462.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02879, over 80.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2966, pruned_loss=0.06182, over 2476886.48 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07011, over 24511.74 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2982, pruned_loss=0.06169, over 2429556.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.05924, over 7765.49 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2971, pruned_loss=0.0623, over 2478354.89 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07052, over 27022.99 utterances.], batch size: 80, lr: 4.37e-04
2022-08-24 19:27:29,652 INFO [train.py:927] (3/8) Epoch 8, batch 8200, libri_loss[loss=0.2009, simple_loss=0.2929, pruned_loss=0.05445, over 12408.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02306, over 43.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2984, pruned_loss=0.06096, over 2476886.15 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06772, over 23867.85 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2975, pruned_loss=0.06129, over 2431285.84 frames. utt_duration=1260 frames, utt_pad_proportion=0.0571, over 7725.33 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2995, pruned_loss=0.06171, over 2478615.76 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06895, over 26718.15 utterances.], batch size: 43, lr: 4.37e-04
2022-08-24 19:29:34,886 INFO [train.py:927] (3/8) Epoch 8, batch 8250, giga_loss[loss=0.2023, simple_loss=0.2983, pruned_loss=0.05318, over 12350.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0422, over 113.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.298, pruned_loss=0.05961, over 2476567.59 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06741, over 23388.69 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2969, pruned_loss=0.06103, over 2432657.71 frames. utt_duration=1268 frames, utt_pad_proportion=0.0555, over 7684.03 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2995, pruned_loss=0.06042, over 2478346.73 frames. utt_duration=378 frames, utt_pad_proportion=0.069, over 26310.24 utterances.], batch size: 113, lr: 4.37e-04
2022-08-24 19:31:43,243 INFO [train.py:927] (3/8) Epoch 8, batch 8300, giga_loss[loss=0.2273, simple_loss=0.306, pruned_loss=0.07431, over 12334.00 frames. utt_duration=625.6 frames, utt_pad_proportion=0.02557, over 79.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2978, pruned_loss=0.05984, over 2476577.28 frames. utt_duration=429.4 frames, utt_pad_proportion=0.06616, over 23133.60 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2966, pruned_loss=0.06095, over 2433432.46 frames. utt_duration=1274 frames, utt_pad_proportion=0.05405, over 7651.53 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2993, pruned_loss=0.06053, over 2478679.28 frames. utt_duration=382.5 frames, utt_pad_proportion=0.0681, over 26004.06 utterances.], batch size: 79, lr: 4.37e-04
2022-08-24 19:34:13,335 INFO [train.py:927] (3/8) Epoch 8, batch 8350, giga_loss[loss=0.172, simple_loss=0.2674, pruned_loss=0.03825, over 12446.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04724, over 147.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2993, pruned_loss=0.06188, over 2476203.87 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06545, over 23279.20 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2968, pruned_loss=0.0611, over 2434303.06 frames. utt_duration=1265 frames, utt_pad_proportion=0.05479, over 7703.84 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.3003, pruned_loss=0.06228, over 2477868.57 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06698, over 25784.12 utterances.], batch size: 147, lr: 4.37e-04
2022-08-24 19:36:23,704 INFO [train.py:927] (3/8) Epoch 8, batch 8400, giga_loss[loss=0.1634, simple_loss=0.2619, pruned_loss=0.0324, over 12416.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04444, over 34.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2964, pruned_loss=0.06105, over 2476438.25 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06984, over 23486.33 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2968, pruned_loss=0.06122, over 2435336.07 frames. utt_duration=1257 frames, utt_pad_proportion=0.05837, over 7760.14 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2973, pruned_loss=0.06129, over 2477975.25 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06988, over 25867.54 utterances.], batch size: 34, lr: 4.37e-04
2022-08-24 19:38:26,993 INFO [train.py:927] (3/8) Epoch 8, batch 8450, giga_loss[loss=0.2099, simple_loss=0.2959, pruned_loss=0.06197, over 12438.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05612, over 182.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2947, pruned_loss=0.0605, over 2476619.85 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07394, over 24427.77 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2964, pruned_loss=0.06109, over 2436215.38 frames. utt_duration=1259 frames, utt_pad_proportion=0.05737, over 7749.69 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2957, pruned_loss=0.0608, over 2478370.95 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07407, over 26889.94 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:40:33,351 INFO [train.py:927] (3/8) Epoch 8, batch 8500, giga_loss[loss=0.2045, simple_loss=0.2855, pruned_loss=0.06174, over 12363.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2953, pruned_loss=0.06091, over 2477218.09 frames. utt_duration=409.3 frames, utt_pad_proportion=0.0709, over 24279.04 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2962, pruned_loss=0.06096, over 2436700.83 frames. utt_duration=1261 frames, utt_pad_proportion=0.05682, over 7735.58 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2963, pruned_loss=0.06125, over 2478697.22 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07145, over 26468.96 utterances.], batch size: 97, lr: 4.37e-04
2022-08-24 19:42:38,290 INFO [train.py:927] (3/8) Epoch 8, batch 8550, giga_loss[loss=0.1868, simple_loss=0.2662, pruned_loss=0.05365, over 12379.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1792, over 358.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2948, pruned_loss=0.06135, over 2477079.58 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07256, over 24463.32 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2958, pruned_loss=0.0608, over 2437354.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05538, over 7700.51 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2959, pruned_loss=0.06179, over 2478939.59 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07334, over 26788.07 utterances.], batch size: 358, lr: 4.37e-04
2022-08-24 19:44:51,098 INFO [train.py:927] (3/8) Epoch 8, batch 8600, giga_loss[loss=0.1763, simple_loss=0.2561, pruned_loss=0.04826, over 12379.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1819, over 359.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2957, pruned_loss=0.06127, over 2476468.28 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07061, over 23838.45 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.295, pruned_loss=0.06046, over 2437922.57 frames. utt_duration=1277 frames, utt_pad_proportion=0.05418, over 7645.79 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2973, pruned_loss=0.06194, over 2478679.93 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07183, over 26284.97 utterances.], batch size: 359, lr: 4.37e-04
2022-08-24 19:47:05,972 INFO [train.py:927] (3/8) Epoch 8, batch 8650, giga_loss[loss=0.1817, simple_loss=0.2613, pruned_loss=0.05104, over 12255.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02984, over 42.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2947, pruned_loss=0.06095, over 2476316.25 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06777, over 23609.69 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2949, pruned_loss=0.06042, over 2438328.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.05352, over 7638.13 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2961, pruned_loss=0.06152, over 2478216.58 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06922, over 25768.00 utterances.], batch size: 42, lr: 4.37e-04
2022-08-24 19:49:09,194 INFO [train.py:927] (3/8) Epoch 8, batch 8700, libri_loss[loss=0.2242, simple_loss=0.3068, pruned_loss=0.07083, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006053, over 33.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2926, pruned_loss=0.061, over 2476640.85 frames. utt_duration=414.7 frames, utt_pad_proportion=0.07157, over 23954.91 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2954, pruned_loss=0.06072, over 2439424.26 frames. utt_duration=1270 frames, utt_pad_proportion=0.05632, over 7695.12 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2931, pruned_loss=0.06123, over 2478541.80 frames. utt_duration=378.7 frames, utt_pad_proportion=0.07197, over 26261.76 utterances.], batch size: 33, lr: 4.37e-04
2022-08-24 19:51:03,733 INFO [train.py:927] (3/8) Epoch 8, batch 8750, giga_loss[loss=0.2146, simple_loss=0.2986, pruned_loss=0.0653, over 12447.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02978, over 80.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.293, pruned_loss=0.06138, over 2477102.02 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06978, over 24532.46 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.295, pruned_loss=0.06054, over 2439931.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.0555, over 7664.99 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2938, pruned_loss=0.06173, over 2478994.33 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07052, over 26766.76 utterances.], batch size: 80, lr: 4.37e-04
2022-08-24 19:53:09,079 INFO [train.py:927] (3/8) Epoch 8, batch 8800, giga_loss[loss=0.1883, simple_loss=0.2822, pruned_loss=0.04718, over 12399.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03455, over 122.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2921, pruned_loss=0.06025, over 2476993.20 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07071, over 24630.11 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2953, pruned_loss=0.06068, over 2440480.33 frames. utt_duration=1280 frames, utt_pad_proportion=0.0543, over 7634.50 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2923, pruned_loss=0.0604, over 2479030.24 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07165, over 26911.17 utterances.], batch size: 122, lr: 4.37e-04
2022-08-24 19:55:25,834 INFO [train.py:927] (3/8) Epoch 8, batch 8850, giga_loss[loss=0.226, simple_loss=0.3147, pruned_loss=0.06866, over 12407.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05173, over 161.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.291, pruned_loss=0.05975, over 2477590.13 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06738, over 24479.35 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2957, pruned_loss=0.06083, over 2440891.59 frames. utt_duration=1280 frames, utt_pad_proportion=0.05398, over 7638.18 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2909, pruned_loss=0.05974, over 2479154.01 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06851, over 26412.51 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:57:33,899 INFO [train.py:927] (3/8) Epoch 8, batch 8900, giga_loss[loss=0.2061, simple_loss=0.2955, pruned_loss=0.0584, over 12455.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03543, over 105.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2914, pruned_loss=0.05989, over 2478259.34 frames. utt_duration=403 frames, utt_pad_proportion=0.06742, over 24672.28 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2959, pruned_loss=0.06081, over 2440862.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.05377, over 7632.99 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2911, pruned_loss=0.05989, over 2479680.31 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06838, over 26267.48 utterances.], batch size: 105, lr: 4.37e-04
2022-08-24 19:59:35,435 INFO [train.py:927] (3/8) Epoch 8, batch 8950, giga_loss[loss=0.253, simple_loss=0.3282, pruned_loss=0.08885, over 12437.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03756, over 133.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2909, pruned_loss=0.0593, over 2478744.29 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06828, over 25207.60 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2961, pruned_loss=0.0608, over 2441145.33 frames. utt_duration=1282 frames, utt_pad_proportion=0.05336, over 7622.68 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2904, pruned_loss=0.0593, over 2479935.93 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06913, over 26633.18 utterances.], batch size: 133, lr: 4.36e-04
2022-08-24 20:01:34,847 INFO [train.py:927] (3/8) Epoch 8, batch 9000, giga_loss[loss=0.2247, simple_loss=0.3117, pruned_loss=0.06887, over 12469.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03233, over 105.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2939, pruned_loss=0.06004, over 2478487.84 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06899, over 25419.51 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.0611, over 2441702.65 frames. utt_duration=1271 frames, utt_pad_proportion=0.05707, over 7695.74 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2928, pruned_loss=0.05977, over 2479762.36 frames. utt_duration=370.4 frames, utt_pad_proportion=0.06891, over 26868.85 utterances.], batch size: 105, lr: 4.36e-04
2022-08-24 20:01:34,848 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 20:01:48,925 INFO [train.py:967] (3/8) 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 20:03:45,642 INFO [train.py:927] (3/8) Epoch 8, batch 9050, giga_loss[loss=0.2156, simple_loss=0.3037, pruned_loss=0.0638, over 12387.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05967, over 2477875.22 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06762, over 25164.60 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2969, pruned_loss=0.06098, over 2442712.15 frames. utt_duration=1275 frames, utt_pad_proportion=0.05551, over 7674.82 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.293, pruned_loss=0.05953, over 2479120.89 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06813, over 26907.98 utterances.], batch size: 133, lr: 4.36e-04
2022-08-24 20:05:47,707 INFO [train.py:927] (3/8) Epoch 8, batch 9100, giga_loss[loss=0.1872, simple_loss=0.2787, pruned_loss=0.04791, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02873, over 42.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2926, pruned_loss=0.05872, over 2477499.67 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06897, over 24860.46 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2968, pruned_loss=0.06091, over 2444032.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.05505, over 7699.34 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2917, pruned_loss=0.05861, over 2478876.39 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06958, over 27046.33 utterances.], batch size: 42, lr: 4.36e-04
2022-08-24 20:07:45,864 INFO [train.py:927] (3/8) Epoch 8, batch 9150, giga_loss[loss=0.2151, simple_loss=0.2963, pruned_loss=0.06697, over 12387.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05483, over 181.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2919, pruned_loss=0.05882, over 2477098.30 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06642, over 24775.80 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2971, pruned_loss=0.06093, over 2444213.61 frames. utt_duration=1272 frames, utt_pad_proportion=0.05447, over 7695.50 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2909, pruned_loss=0.05868, over 2478636.19 frames. utt_duration=370.7 frames, utt_pad_proportion=0.0673, over 26832.97 utterances.], batch size: 181, lr: 4.36e-04
2022-08-24 20:09:53,307 INFO [train.py:927] (3/8) Epoch 8, batch 9200, giga_loss[loss=0.1771, simple_loss=0.2662, pruned_loss=0.04405, over 12387.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03101, over 62.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2927, pruned_loss=0.05897, over 2477035.98 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06767, over 24876.69 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2969, pruned_loss=0.0608, over 2444628.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.05365, over 7673.80 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2919, pruned_loss=0.05893, over 2478469.11 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06856, over 26836.88 utterances.], batch size: 62, lr: 4.36e-04
2022-08-24 20:11:45,607 INFO [train.py:927] (3/8) Epoch 8, batch 9250, giga_loss[loss=0.2535, simple_loss=0.3356, pruned_loss=0.08569, over 12448.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03531, over 105.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2953, pruned_loss=0.05994, over 2477008.75 frames. utt_duration=423.4 frames, utt_pad_proportion=0.0633, over 23467.76 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2972, pruned_loss=0.06053, over 2445451.02 frames. utt_duration=1281 frames, utt_pad_proportion=0.05222, over 7642.62 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2944, pruned_loss=0.06011, over 2478432.89 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06485, over 25590.72 utterances.], batch size: 105, lr: 4.36e-04
2022-08-24 20:13:48,364 INFO [train.py:927] (3/8) Epoch 8, batch 9300, giga_loss[loss=0.2088, simple_loss=0.3017, pruned_loss=0.0579, over 12426.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.209, simple_loss=0.297, pruned_loss=0.06047, over 2476926.83 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06497, over 23637.00 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2971, pruned_loss=0.06044, over 2445988.58 frames. utt_duration=1285 frames, utt_pad_proportion=0.05124, over 7620.75 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2963, pruned_loss=0.06067, over 2478278.43 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06639, over 25680.72 utterances.], batch size: 161, lr: 4.36e-04
2022-08-24 20:16:06,869 INFO [train.py:927] (3/8) Epoch 8, batch 9350, giga_loss[loss=0.2146, simple_loss=0.2943, pruned_loss=0.06751, over 12411.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03548, over 113.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06024, over 2477273.77 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06478, over 23424.16 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2972, pruned_loss=0.06042, over 2446557.26 frames. utt_duration=1285 frames, utt_pad_proportion=0.05061, over 7626.27 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.295, pruned_loss=0.06043, over 2478537.12 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06619, over 25401.85 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:18:06,785 INFO [train.py:927] (3/8) Epoch 8, batch 9400, giga_loss[loss=0.3021, simple_loss=0.3443, pruned_loss=0.13, over 12389.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2956, pruned_loss=0.06089, over 2477843.14 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06448, over 24415.38 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2971, pruned_loss=0.06039, over 2446845.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.05021, over 7618.02 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2952, pruned_loss=0.06106, over 2478853.80 frames. utt_duration=380.9 frames, utt_pad_proportion=0.0657, over 26115.43 utterances.], batch size: 257, lr: 4.36e-04
2022-08-24 20:20:14,938 INFO [train.py:927] (3/8) Epoch 8, batch 9450, giga_loss[loss=0.2073, simple_loss=0.2958, pruned_loss=0.05945, over 12346.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.02896, over 91.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2939, pruned_loss=0.06072, over 2477482.24 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06763, over 24756.75 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2972, pruned_loss=0.06046, over 2446790.08 frames. utt_duration=1288 frames, utt_pad_proportion=0.04962, over 7607.80 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2935, pruned_loss=0.0608, over 2478745.31 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06863, over 26331.44 utterances.], batch size: 91, lr: 4.36e-04
2022-08-24 20:22:26,120 INFO [train.py:927] (3/8) Epoch 8, batch 9500, giga_loss[loss=0.2111, simple_loss=0.3191, pruned_loss=0.05157, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2929, pruned_loss=0.05934, over 2477178.83 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06837, over 24223.45 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2971, pruned_loss=0.06058, over 2447542.91 frames. utt_duration=1289 frames, utt_pad_proportion=0.04925, over 7605.78 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2926, pruned_loss=0.05929, over 2478059.97 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06935, over 25776.02 utterances.], batch size: 62, lr: 4.36e-04
2022-08-24 20:24:19,301 INFO [train.py:927] (3/8) Epoch 8, batch 9550, giga_loss[loss=0.2167, simple_loss=0.308, pruned_loss=0.06275, over 12440.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04135, over 146.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.294, pruned_loss=0.05831, over 2477035.43 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06715, over 23570.95 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2975, pruned_loss=0.06079, over 2448354.79 frames. utt_duration=1281 frames, utt_pad_proportion=0.04999, over 7655.35 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.05802, over 2477659.16 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06798, over 25148.51 utterances.], batch size: 146, lr: 4.36e-04
2022-08-24 20:26:27,998 INFO [train.py:927] (3/8) Epoch 8, batch 9600, giga_loss[loss=0.2261, simple_loss=0.3129, pruned_loss=0.06963, over 12416.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2942, pruned_loss=0.05859, over 2477564.05 frames. utt_duration=407.6 frames, utt_pad_proportion=0.0674, over 24388.47 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2976, pruned_loss=0.0609, over 2448716.37 frames. utt_duration=1279 frames, utt_pad_proportion=0.0499, over 7664.32 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2934, pruned_loss=0.0582, over 2478237.87 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06815, over 25914.56 utterances.], batch size: 80, lr: 4.36e-04
2022-08-24 20:28:42,782 INFO [train.py:927] (3/8) Epoch 8, batch 9650, giga_loss[loss=0.2077, simple_loss=0.3004, pruned_loss=0.05746, over 12371.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04683, over 146.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05825, over 2477519.58 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06678, over 25291.00 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2978, pruned_loss=0.06086, over 2449174.66 frames. utt_duration=1282 frames, utt_pad_proportion=0.04878, over 7649.70 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2932, pruned_loss=0.05792, over 2478402.51 frames. utt_duration=368.7 frames, utt_pad_proportion=0.0678, over 26972.39 utterances.], batch size: 146, lr: 4.36e-04
2022-08-24 20:31:00,855 INFO [train.py:927] (3/8) Epoch 8, batch 9700, giga_loss[loss=0.2049, simple_loss=0.2904, pruned_loss=0.05974, over 12390.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1742, over 356.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2959, pruned_loss=0.05884, over 2477571.20 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06789, over 25417.00 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2981, pruned_loss=0.06078, over 2449862.61 frames. utt_duration=1285 frames, utt_pad_proportion=0.04814, over 7634.77 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2949, pruned_loss=0.05859, over 2478279.19 frames. utt_duration=366.1 frames, utt_pad_proportion=0.0689, over 27168.14 utterances.], batch size: 356, lr: 4.36e-04
2022-08-24 20:33:17,872 INFO [train.py:927] (3/8) Epoch 8, batch 9750, giga_loss[loss=0.2084, simple_loss=0.2994, pruned_loss=0.05871, over 12464.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03299, over 98.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.297, pruned_loss=0.05923, over 2477601.08 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06592, over 24741.29 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.298, pruned_loss=0.06077, over 2450287.33 frames. utt_duration=1290 frames, utt_pad_proportion=0.04693, over 7603.84 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2962, pruned_loss=0.05899, over 2478660.38 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06736, over 26727.83 utterances.], batch size: 98, lr: 4.36e-04
2022-08-24 20:35:33,553 INFO [train.py:927] (3/8) Epoch 8, batch 9800, giga_loss[loss=0.2047, simple_loss=0.2969, pruned_loss=0.05625, over 12403.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06973, over 211.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.295, pruned_loss=0.05869, over 2477120.53 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06573, over 24350.31 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.297, pruned_loss=0.06034, over 2450570.76 frames. utt_duration=1300 frames, utt_pad_proportion=0.0461, over 7546.55 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2952, pruned_loss=0.05884, over 2478552.23 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06723, over 26527.27 utterances.], batch size: 211, lr: 4.35e-04
2022-08-24 20:37:37,787 INFO [train.py:927] (3/8) Epoch 8, batch 9850, giga_loss[loss=0.213, simple_loss=0.3024, pruned_loss=0.06179, over 12416.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03534, over 113.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2946, pruned_loss=0.05828, over 2477348.26 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06449, over 24380.70 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.297, pruned_loss=0.06028, over 2450794.99 frames. utt_duration=1303 frames, utt_pad_proportion=0.04578, over 7534.13 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2948, pruned_loss=0.05844, over 2478514.72 frames. utt_duration=378.6 frames, utt_pad_proportion=0.0659, over 26265.74 utterances.], batch size: 113, lr: 4.35e-04
2022-08-24 20:39:32,745 INFO [train.py:927] (3/8) Epoch 8, batch 9900, giga_loss[loss=0.2156, simple_loss=0.3017, pruned_loss=0.06473, over 12378.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07582, over 212.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2964, pruned_loss=0.05884, over 2477752.80 frames. utt_duration=403 frames, utt_pad_proportion=0.06411, over 24664.54 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2973, pruned_loss=0.06032, over 2450761.01 frames. utt_duration=1304 frames, utt_pad_proportion=0.04562, over 7527.46 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2961, pruned_loss=0.05892, over 2478826.75 frames. utt_duration=379.2 frames, utt_pad_proportion=0.0653, over 26228.07 utterances.], batch size: 212, lr: 4.35e-04
2022-08-24 20:41:30,542 INFO [train.py:927] (3/8) Epoch 8, batch 9950, giga_loss[loss=0.2336, simple_loss=0.2986, pruned_loss=0.0843, over 12372.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.0984, over 256.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2943, pruned_loss=0.05864, over 2476540.46 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06258, over 24042.53 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2972, pruned_loss=0.06024, over 2450684.58 frames. utt_duration=1307 frames, utt_pad_proportion=0.04545, over 7508.24 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05876, over 2477694.81 frames. utt_duration=390.7 frames, utt_pad_proportion=0.0637, over 25442.01 utterances.], batch size: 256, lr: 4.35e-04
2022-08-24 20:43:14,420 INFO [train.py:927] (3/8) Epoch 8, batch 10000, giga_loss[loss=0.2369, simple_loss=0.3226, pruned_loss=0.07562, over 12369.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06136, over 182.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2989, pruned_loss=0.06165, over 2476061.87 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06448, over 23298.64 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2973, pruned_loss=0.06032, over 2451078.76 frames. utt_duration=1307 frames, utt_pad_proportion=0.04508, over 7507.17 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2988, pruned_loss=0.06166, over 2476840.22 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06546, over 24548.42 utterances.], batch size: 182, lr: 4.35e-04
2022-08-24 20:44:59,480 INFO [train.py:927] (3/8) Epoch 8, batch 10050, giga_loss[loss=0.205, simple_loss=0.294, pruned_loss=0.058, over 12385.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.0362, over 80.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3031, pruned_loss=0.06392, over 2475321.24 frames. utt_duration=448 frames, utt_pad_proportion=0.06514, over 22165.93 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2972, pruned_loss=0.06034, over 2451886.51 frames. utt_duration=1308 frames, utt_pad_proportion=0.04403, over 7507.50 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3031, pruned_loss=0.06401, over 2475995.08 frames. utt_duration=420 frames, utt_pad_proportion=0.06643, over 23649.11 utterances.], batch size: 80, lr: 4.35e-04
2022-08-24 20:46:43,748 INFO [train.py:927] (3/8) Epoch 8, batch 10100, giga_loss[loss=0.1827, simple_loss=0.2728, pruned_loss=0.04632, over 12364.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03124, over 58.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.299, pruned_loss=0.06319, over 2474936.44 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06542, over 21484.33 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2974, pruned_loss=0.06046, over 2452000.73 frames. utt_duration=1296 frames, utt_pad_proportion=0.04853, over 7578.22 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.299, pruned_loss=0.06321, over 2475803.57 frames. utt_duration=434.3 frames, utt_pad_proportion=0.06527, over 22869.49 utterances.], batch size: 58, lr: 4.35e-04
2022-08-24 20:48:28,737 INFO [train.py:927] (3/8) Epoch 8, batch 10150, libri_loss[loss=0.2495, simple_loss=0.3891, pruned_loss=0.05495, over 12460.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005244, over 35.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2927, pruned_loss=0.06061, over 2475445.95 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06688, over 20613.11 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2986, pruned_loss=0.06074, over 2452773.43 frames. utt_duration=1286 frames, utt_pad_proportion=0.05209, over 7637.72 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2914, pruned_loss=0.0604, over 2476066.90 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06571, over 22037.71 utterances.], batch size: 35, lr: 4.35e-04
2022-08-24 20:50:12,988 INFO [train.py:927] (3/8) Epoch 8, batch 10200, giga_loss[loss=0.1684, simple_loss=0.2603, pruned_loss=0.03823, over 12400.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02483, over 66.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2856, pruned_loss=0.05833, over 2475494.96 frames. utt_duration=468 frames, utt_pad_proportion=0.0728, over 21220.36 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2988, pruned_loss=0.06084, over 2453369.65 frames. utt_duration=1287 frames, utt_pad_proportion=0.05165, over 7636.02 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2842, pruned_loss=0.05805, over 2475858.51 frames. utt_duration=440 frames, utt_pad_proportion=0.07177, over 22580.05 utterances.], batch size: 66, lr: 4.35e-04
2022-08-24 20:51:57,653 INFO [train.py:927] (3/8) Epoch 8, batch 10250, giga_loss[loss=0.1706, simple_loss=0.2639, pruned_loss=0.03861, over 12324.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02797, over 74.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2799, pruned_loss=0.05654, over 2475711.31 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07234, over 20855.24 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2986, pruned_loss=0.06087, over 2454100.66 frames. utt_duration=1289 frames, utt_pad_proportion=0.05066, over 7626.20 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2786, pruned_loss=0.05621, over 2475826.73 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07199, over 22256.01 utterances.], batch size: 74, lr: 4.35e-04
2022-08-24 20:53:40,027 INFO [train.py:927] (3/8) Epoch 8, batch 10300, giga_loss[loss=0.1539, simple_loss=0.2451, pruned_loss=0.03132, over 12452.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0314, over 75.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2758, pruned_loss=0.05505, over 2475342.24 frames. utt_duration=480.1 frames, utt_pad_proportion=0.075, over 20686.84 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2985, pruned_loss=0.06078, over 2454855.02 frames. utt_duration=1288 frames, utt_pad_proportion=0.04984, over 7632.23 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2742, pruned_loss=0.05469, over 2475502.73 frames. utt_duration=445.7 frames, utt_pad_proportion=0.0751, over 22284.84 utterances.], batch size: 75, lr: 4.35e-04
2022-08-24 20:55:22,354 INFO [train.py:927] (3/8) Epoch 8, batch 10350, giga_loss[loss=0.182, simple_loss=0.2641, pruned_loss=0.04995, over 12395.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03523, over 80.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2726, pruned_loss=0.05398, over 2475349.62 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07058, over 19848.42 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2984, pruned_loss=0.06086, over 2455120.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.05269, over 7692.87 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2704, pruned_loss=0.05338, over 2475973.79 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07029, over 21536.66 utterances.], batch size: 80, lr: 4.35e-04
2022-08-24 20:57:07,780 INFO [train.py:927] (3/8) Epoch 8, batch 10400, giga_loss[loss=0.1539, simple_loss=0.2389, pruned_loss=0.0344, over 12370.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02764, over 91.00 utterances.], tot_loss[loss=0.1861, simple_loss=0.2681, pruned_loss=0.05203, over 2475262.73 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06714, over 19238.45 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2982, pruned_loss=0.0608, over 2455813.96 frames. utt_duration=1280 frames, utt_pad_proportion=0.05162, over 7684.80 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2657, pruned_loss=0.05138, over 2475759.36 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06766, over 20966.13 utterances.], batch size: 91, lr: 4.35e-04
2022-08-24 20:58:50,236 INFO [train.py:927] (3/8) Epoch 8, batch 10450, giga_loss[loss=0.1427, simple_loss=0.2282, pruned_loss=0.02865, over 12377.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03024, over 62.00 utterances.], tot_loss[loss=0.1825, simple_loss=0.2638, pruned_loss=0.05058, over 2474714.93 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06497, over 18628.83 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2984, pruned_loss=0.06101, over 2456631.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.05057, over 7689.67 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2608, pruned_loss=0.04959, over 2474969.19 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06609, over 20358.37 utterances.], batch size: 62, lr: 4.35e-04
2022-08-24 21:00:34,245 INFO [train.py:927] (3/8) Epoch 8, batch 10500, giga_loss[loss=0.2989, simple_loss=0.3582, pruned_loss=0.1199, over 12365.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.109, over 259.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2691, pruned_loss=0.05392, over 2474827.50 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07142, over 19555.67 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2981, pruned_loss=0.06096, over 2456906.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.0543, over 7730.77 utterances.], giga_tot_loss[loss=0.186, simple_loss=0.2661, pruned_loss=0.05292, over 2475254.42 frames. utt_duration=468 frames, utt_pad_proportion=0.07082, over 21220.43 utterances.], batch size: 259, lr: 4.35e-04
2022-08-24 21:02:17,748 INFO [train.py:927] (3/8) Epoch 8, batch 10550, giga_loss[loss=0.2592, simple_loss=0.3356, pruned_loss=0.09144, over 12385.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2812, pruned_loss=0.05957, over 2473959.20 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06819, over 19321.38 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2981, pruned_loss=0.06106, over 2456827.59 frames. utt_duration=1276 frames, utt_pad_proportion=0.05407, over 7712.50 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2786, pruned_loss=0.05866, over 2474536.57 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06804, over 20759.03 utterances.], batch size: 51, lr: 4.35e-04
2022-08-24 21:04:02,323 INFO [train.py:927] (3/8) Epoch 8, batch 10600, giga_loss[loss=0.227, simple_loss=0.3289, pruned_loss=0.06252, over 12409.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04326, over 146.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2881, pruned_loss=0.06166, over 2474020.06 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06482, over 19535.50 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2981, pruned_loss=0.06108, over 2456858.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.05348, over 7702.84 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2859, pruned_loss=0.06092, over 2474687.83 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06516, over 20843.79 utterances.], batch size: 146, lr: 4.35e-04
2022-08-24 21:05:47,001 INFO [train.py:927] (3/8) Epoch 8, batch 10650, giga_loss[loss=0.1897, simple_loss=0.2823, pruned_loss=0.04853, over 12436.00 frames. utt_duration=579.9 frames, utt_pad_proportion=0.03349, over 86.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2932, pruned_loss=0.06407, over 2474177.66 frames. utt_duration=485.1 frames, utt_pad_proportion=0.0706, over 20462.26 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2986, pruned_loss=0.06148, over 2457160.95 frames. utt_duration=1274 frames, utt_pad_proportion=0.05326, over 7724.76 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2908, pruned_loss=0.06317, over 2474750.41 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07078, over 21714.47 utterances.], batch size: 86, lr: 4.35e-04
2022-08-24 21:07:30,678 INFO [train.py:927] (3/8) Epoch 8, batch 10700, giga_loss[loss=0.2268, simple_loss=0.3143, pruned_loss=0.06964, over 12357.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03331, over 104.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2972, pruned_loss=0.06602, over 2473914.17 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06745, over 19703.28 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.299, pruned_loss=0.06149, over 2457378.93 frames. utt_duration=1260 frames, utt_pad_proportion=0.05807, over 7811.20 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.295, pruned_loss=0.06537, over 2474484.18 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06626, over 20848.92 utterances.], batch size: 104, lr: 4.34e-04
2022-08-24 21:09:14,868 INFO [train.py:927] (3/8) Epoch 8, batch 10750, giga_loss[loss=0.222, simple_loss=0.3115, pruned_loss=0.06627, over 12379.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03873, over 145.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3015, pruned_loss=0.0674, over 2474669.86 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06628, over 19123.01 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2991, pruned_loss=0.06147, over 2458092.63 frames. utt_duration=1258 frames, utt_pad_proportion=0.05762, over 7827.84 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2996, pruned_loss=0.06704, over 2474924.77 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06562, over 20330.87 utterances.], batch size: 145, lr: 4.34e-04
2022-08-24 21:10:57,371 INFO [train.py:927] (3/8) Epoch 8, batch 10800, giga_loss[loss=0.2385, simple_loss=0.3237, pruned_loss=0.07661, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.0359, over 113.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3043, pruned_loss=0.06796, over 2474694.02 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06438, over 18610.03 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2991, pruned_loss=0.06151, over 2458605.46 frames. utt_duration=1253 frames, utt_pad_proportion=0.05815, over 7857.38 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.303, pruned_loss=0.0678, over 2474803.80 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06389, over 19801.76 utterances.], batch size: 113, lr: 4.34e-04
2022-08-24 21:12:39,658 INFO [train.py:927] (3/8) Epoch 8, batch 10850, giga_loss[loss=0.2029, simple_loss=0.2778, pruned_loss=0.06396, over 12357.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3043, pruned_loss=0.06666, over 2474283.33 frames. utt_duration=548 frames, utt_pad_proportion=0.063, over 18108.70 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2991, pruned_loss=0.06149, over 2458629.10 frames. utt_duration=1254 frames, utt_pad_proportion=0.05726, over 7853.46 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3033, pruned_loss=0.06672, over 2474810.38 frames. utt_duration=513 frames, utt_pad_proportion=0.06302, over 19354.83 utterances.], batch size: 369, lr: 4.34e-04
2022-08-24 21:14:25,297 INFO [train.py:927] (3/8) Epoch 8, batch 10900, giga_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07504, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02544, over 45.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3044, pruned_loss=0.06633, over 2473823.42 frames. utt_duration=557.7 frames, utt_pad_proportion=0.0612, over 17791.80 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.299, pruned_loss=0.06145, over 2458575.95 frames. utt_duration=1255 frames, utt_pad_proportion=0.05703, over 7848.20 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3037, pruned_loss=0.06642, over 2474341.00 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06139, over 18811.78 utterances.], batch size: 45, lr: 4.34e-04
2022-08-24 21:16:08,635 INFO [train.py:927] (3/8) Epoch 8, batch 10950, giga_loss[loss=0.2568, simple_loss=0.3299, pruned_loss=0.09188, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3076, pruned_loss=0.06958, over 2473062.58 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06244, over 17892.53 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3003, pruned_loss=0.06145, over 2459054.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.05599, over 7830.91 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3061, pruned_loss=0.06983, over 2473427.74 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06297, over 18994.00 utterances.], batch size: 70, lr: 4.34e-04
2022-08-24 21:17:55,565 INFO [train.py:927] (3/8) Epoch 8, batch 11000, giga_loss[loss=0.1968, simple_loss=0.2828, pruned_loss=0.05535, over 12331.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02987, over 66.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.307, pruned_loss=0.07039, over 2473768.23 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06181, over 17999.96 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3006, pruned_loss=0.0615, over 2459208.98 frames. utt_duration=1258 frames, utt_pad_proportion=0.05555, over 7829.61 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3055, pruned_loss=0.07062, over 2474029.32 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06245, over 18957.85 utterances.], batch size: 66, lr: 4.34e-04
2022-08-24 21:19:38,675 INFO [train.py:927] (3/8) Epoch 8, batch 11050, giga_loss[loss=0.2201, simple_loss=0.3013, pruned_loss=0.06942, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03296, over 37.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3056, pruned_loss=0.06968, over 2473518.33 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06019, over 17249.57 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.3006, pruned_loss=0.06164, over 2459718.96 frames. utt_duration=1244 frames, utt_pad_proportion=0.05868, over 7916.69 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3046, pruned_loss=0.07006, over 2473754.14 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05965, over 18293.84 utterances.], batch size: 37, lr: 4.34e-04
2022-08-24 21:21:24,227 INFO [train.py:927] (3/8) Epoch 8, batch 11100, giga_loss[loss=0.2201, simple_loss=0.2981, pruned_loss=0.07105, over 12412.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0276, over 58.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3033, pruned_loss=0.06857, over 2473679.61 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06322, over 17086.67 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.3006, pruned_loss=0.06175, over 2459692.10 frames. utt_duration=1236 frames, utt_pad_proportion=0.06076, over 7969.09 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3026, pruned_loss=0.06898, over 2474260.87 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06188, over 18114.90 utterances.], batch size: 58, lr: 4.34e-04
2022-08-24 21:23:10,177 INFO [train.py:927] (3/8) Epoch 8, batch 11150, giga_loss[loss=0.2038, simple_loss=0.2888, pruned_loss=0.05939, over 12271.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02726, over 54.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2981, pruned_loss=0.06597, over 2472801.62 frames. utt_duration=587 frames, utt_pad_proportion=0.0622, over 16892.87 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2999, pruned_loss=0.06151, over 2459634.27 frames. utt_duration=1242 frames, utt_pad_proportion=0.05961, over 7929.07 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2982, pruned_loss=0.06668, over 2473752.62 frames. utt_duration=550.1 frames, utt_pad_proportion=0.0616, over 18036.39 utterances.], batch size: 54, lr: 4.34e-04
2022-08-24 21:24:54,966 INFO [train.py:927] (3/8) Epoch 8, batch 11200, giga_loss[loss=0.2084, simple_loss=0.2924, pruned_loss=0.06215, over 12424.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03835, over 133.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2948, pruned_loss=0.06493, over 2473145.33 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06954, over 17894.51 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2998, pruned_loss=0.06157, over 2459812.48 frames. utt_duration=1246 frames, utt_pad_proportion=0.05874, over 7905.21 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2949, pruned_loss=0.06553, over 2474042.13 frames. utt_duration=521.3 frames, utt_pad_proportion=0.0691, over 19037.75 utterances.], batch size: 133, lr: 4.34e-04
2022-08-24 21:26:40,350 INFO [train.py:927] (3/8) Epoch 8, batch 11250, giga_loss[loss=0.1947, simple_loss=0.2817, pruned_loss=0.05383, over 12391.00 frames. utt_duration=662.5 frames, utt_pad_proportion=0.03573, over 75.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.296, pruned_loss=0.06532, over 2472722.89 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06855, over 18060.27 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3005, pruned_loss=0.06155, over 2460174.93 frames. utt_duration=1245 frames, utt_pad_proportion=0.05782, over 7912.09 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2952, pruned_loss=0.06601, over 2473763.50 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06888, over 19474.33 utterances.], batch size: 75, lr: 4.34e-04
2022-08-24 21:28:23,302 INFO [train.py:927] (3/8) Epoch 8, batch 11300, giga_loss[loss=0.203, simple_loss=0.2831, pruned_loss=0.06146, over 12416.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03984, over 123.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2934, pruned_loss=0.06449, over 2472902.17 frames. utt_duration=567 frames, utt_pad_proportion=0.06507, over 17491.53 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3004, pruned_loss=0.06141, over 2460550.13 frames. utt_duration=1249 frames, utt_pad_proportion=0.0572, over 7891.53 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2928, pruned_loss=0.06522, over 2473549.73 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06584, over 18767.75 utterances.], batch size: 123, lr: 4.34e-04
2022-08-24 21:30:07,903 INFO [train.py:927] (3/8) Epoch 8, batch 11350, giga_loss[loss=0.1733, simple_loss=0.2568, pruned_loss=0.04491, over 12412.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03422, over 75.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2908, pruned_loss=0.0637, over 2472765.07 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06582, over 17831.20 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3013, pruned_loss=0.06161, over 2460706.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.05697, over 7887.07 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.0641, over 2473182.61 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06649, over 18879.44 utterances.], batch size: 75, lr: 4.34e-04
2022-08-24 21:31:52,609 INFO [train.py:927] (3/8) Epoch 8, batch 11400, giga_loss[loss=0.1883, simple_loss=0.2738, pruned_loss=0.05142, over 12339.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.0305, over 66.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2878, pruned_loss=0.06274, over 2472029.89 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06298, over 16775.39 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3012, pruned_loss=0.06172, over 2460799.58 frames. utt_duration=1244 frames, utt_pad_proportion=0.05948, over 7924.08 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2864, pruned_loss=0.06301, over 2472639.40 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06286, over 17876.30 utterances.], batch size: 66, lr: 4.34e-04
2022-08-24 21:33:34,487 INFO [train.py:927] (3/8) Epoch 8, batch 11450, giga_loss[loss=0.1763, simple_loss=0.2576, pruned_loss=0.04747, over 12283.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02671, over 54.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2844, pruned_loss=0.06164, over 2472728.59 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05903, over 16188.15 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3012, pruned_loss=0.06172, over 2461316.10 frames. utt_duration=1242 frames, utt_pad_proportion=0.0594, over 7937.32 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2831, pruned_loss=0.06185, over 2472943.58 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05916, over 17209.50 utterances.], batch size: 54, lr: 4.34e-04
2022-08-24 21:35:25,188 INFO [train.py:927] (3/8) Epoch 8, batch 11500, giga_loss[loss=0.1714, simple_loss=0.2619, pruned_loss=0.04043, over 12332.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03017, over 66.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2824, pruned_loss=0.06106, over 2473589.85 frames. utt_duration=613.4 frames, utt_pad_proportion=0.0609, over 16169.04 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3005, pruned_loss=0.06158, over 2461791.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.05814, over 7892.83 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2814, pruned_loss=0.06136, over 2473641.34 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06153, over 17270.33 utterances.], batch size: 66, lr: 4.34e-04
2022-08-24 21:37:11,321 INFO [train.py:927] (3/8) Epoch 8, batch 11550, giga_loss[loss=0.1983, simple_loss=0.2772, pruned_loss=0.05969, over 12407.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02898, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2832, pruned_loss=0.06193, over 2472802.21 frames. utt_duration=598.1 frames, utt_pad_proportion=0.06347, over 16580.29 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3003, pruned_loss=0.06147, over 2461728.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.0576, over 7883.52 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2824, pruned_loss=0.06226, over 2473066.43 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06404, over 17567.84 utterances.], batch size: 62, lr: 4.34e-04
2022-08-24 21:38:54,066 INFO [train.py:927] (3/8) Epoch 8, batch 11600, giga_loss[loss=0.2668, simple_loss=0.3369, pruned_loss=0.09835, over 12447.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03506, over 98.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.288, pruned_loss=0.0646, over 2472602.41 frames. utt_duration=593.1 frames, utt_pad_proportion=0.06323, over 16719.24 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.3002, pruned_loss=0.06135, over 2461842.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.0567, over 7871.63 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.287, pruned_loss=0.06499, over 2472956.86 frames. utt_duration=560 frames, utt_pad_proportion=0.0641, over 17710.29 utterances.], batch size: 98, lr: 4.33e-04
2022-08-24 21:40:38,195 INFO [train.py:927] (3/8) Epoch 8, batch 11650, giga_loss[loss=0.2813, simple_loss=0.3497, pruned_loss=0.1064, over 12368.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2926, pruned_loss=0.06697, over 2472089.91 frames. utt_duration=574 frames, utt_pad_proportion=0.06983, over 17271.68 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2994, pruned_loss=0.06105, over 2462001.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.05516, over 7821.53 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2923, pruned_loss=0.06774, over 2472612.87 frames. utt_duration=537.7 frames, utt_pad_proportion=0.0709, over 18447.25 utterances.], batch size: 58, lr: 4.33e-04
2022-08-24 21:42:23,735 INFO [train.py:927] (3/8) Epoch 8, batch 11700, giga_loss[loss=0.2536, simple_loss=0.3336, pruned_loss=0.08684, over 12388.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03056, over 62.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2976, pruned_loss=0.06824, over 2471762.17 frames. utt_duration=588 frames, utt_pad_proportion=0.06402, over 16858.48 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2993, pruned_loss=0.06107, over 2461499.18 frames. utt_duration=1265 frames, utt_pad_proportion=0.05391, over 7792.26 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2973, pruned_loss=0.06901, over 2472924.12 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06586, over 18084.70 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 21:44:08,758 INFO [train.py:927] (3/8) Epoch 8, batch 11750, giga_loss[loss=0.2092, simple_loss=0.2952, pruned_loss=0.0616, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.302, pruned_loss=0.0702, over 2470844.27 frames. utt_duration=540.9 frames, utt_pad_proportion=0.07165, over 18323.31 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2993, pruned_loss=0.06109, over 2461442.68 frames. utt_duration=1266 frames, utt_pad_proportion=0.05369, over 7787.30 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3018, pruned_loss=0.07084, over 2471852.67 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07273, over 19337.13 utterances.], batch size: 113, lr: 4.33e-04
2022-08-24 21:45:52,448 INFO [train.py:927] (3/8) Epoch 8, batch 11800, giga_loss[loss=0.2133, simple_loss=0.3034, pruned_loss=0.06155, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03724, over 123.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.301, pruned_loss=0.06821, over 2471056.14 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06861, over 18061.06 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2997, pruned_loss=0.06112, over 2461384.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05318, over 7797.36 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3005, pruned_loss=0.06882, over 2472084.88 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06993, over 19043.62 utterances.], batch size: 123, lr: 4.33e-04
2022-08-24 21:47:37,941 INFO [train.py:927] (3/8) Epoch 8, batch 11850, giga_loss[loss=0.1853, simple_loss=0.2685, pruned_loss=0.05105, over 12214.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.0356, over 28.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3027, pruned_loss=0.06876, over 2471147.68 frames. utt_duration=540 frames, utt_pad_proportion=0.06604, over 18356.79 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2997, pruned_loss=0.06112, over 2461384.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05318, over 7797.36 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3022, pruned_loss=0.06923, over 2471948.36 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06716, over 19121.54 utterances.], batch size: 28, lr: 4.33e-04
2022-08-24 21:49:23,173 INFO [train.py:927] (3/8) Epoch 8, batch 11900, giga_loss[loss=0.2161, simple_loss=0.295, pruned_loss=0.06864, over 12352.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04242, over 37.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3034, pruned_loss=0.0692, over 2471513.62 frames. utt_duration=538 frames, utt_pad_proportion=0.06801, over 18426.09 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2994, pruned_loss=0.06095, over 2461311.65 frames. utt_duration=1269 frames, utt_pad_proportion=0.0524, over 7769.64 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3034, pruned_loss=0.06986, over 2472380.25 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06917, over 19231.86 utterances.], batch size: 37, lr: 4.33e-04
2022-08-24 21:51:06,655 INFO [train.py:927] (3/8) Epoch 8, batch 11950, giga_loss[loss=0.2564, simple_loss=0.3305, pruned_loss=0.09121, over 12344.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03148, over 85.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3059, pruned_loss=0.07155, over 2471804.59 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06893, over 18052.64 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3001, pruned_loss=0.06158, over 2461582.34 frames. utt_duration=1270 frames, utt_pad_proportion=0.05182, over 7763.08 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3053, pruned_loss=0.07162, over 2472382.11 frames. utt_duration=526.4 frames, utt_pad_proportion=0.07016, over 18839.96 utterances.], batch size: 85, lr: 4.33e-04
2022-08-24 21:52:49,678 INFO [train.py:927] (3/8) Epoch 8, batch 12000, giga_loss[loss=0.2245, simple_loss=0.3122, pruned_loss=0.06839, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02961, over 45.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3078, pruned_loss=0.07244, over 2471355.41 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06864, over 17878.06 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3005, pruned_loss=0.0619, over 2461205.03 frames. utt_duration=1275 frames, utt_pad_proportion=0.05094, over 7733.26 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.07247, over 2472394.65 frames. utt_duration=528.2 frames, utt_pad_proportion=0.07014, over 18775.78 utterances.], batch size: 45, lr: 4.33e-04
2022-08-24 21:52:49,679 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 21:53:04,024 INFO [train.py:967] (3/8) 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 21:54:47,168 INFO [train.py:927] (3/8) Epoch 8, batch 12050, giga_loss[loss=0.2252, simple_loss=0.311, pruned_loss=0.0697, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03687, over 123.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3084, pruned_loss=0.07235, over 2470288.99 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06641, over 16955.23 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.3003, pruned_loss=0.06197, over 2461365.55 frames. utt_duration=1278 frames, utt_pad_proportion=0.0498, over 7711.12 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3083, pruned_loss=0.0727, over 2471370.18 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06852, over 18097.54 utterances.], batch size: 123, lr: 4.33e-04
2022-08-24 21:56:28,730 INFO [train.py:927] (3/8) Epoch 8, batch 12100, giga_loss[loss=0.2185, simple_loss=0.2995, pruned_loss=0.06874, over 12385.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.03254, over 104.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3072, pruned_loss=0.07169, over 2471340.07 frames. utt_duration=609.2 frames, utt_pad_proportion=0.06149, over 16266.06 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2996, pruned_loss=0.06165, over 2461757.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.04833, over 7666.00 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3081, pruned_loss=0.07269, over 2472252.30 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06437, over 17598.41 utterances.], batch size: 104, lr: 4.33e-04
2022-08-24 21:58:13,027 INFO [train.py:927] (3/8) Epoch 8, batch 12150, giga_loss[loss=0.1776, simple_loss=0.2676, pruned_loss=0.04375, over 12361.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.045, over 26.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3062, pruned_loss=0.07174, over 2470643.50 frames. utt_duration=618.6 frames, utt_pad_proportion=0.06091, over 16015.17 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2994, pruned_loss=0.06178, over 2461983.32 frames. utt_duration=1292 frames, utt_pad_proportion=0.0473, over 7628.49 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.0727, over 2471404.08 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06383, over 17346.01 utterances.], batch size: 26, lr: 4.33e-04
2022-08-24 21:59:53,205 INFO [train.py:927] (3/8) Epoch 8, batch 12200, libri_loss[loss=0.2302, simple_loss=0.3226, pruned_loss=0.06886, over 12379.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.0104, over 38.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3062, pruned_loss=0.07175, over 2470930.18 frames. utt_duration=642.4 frames, utt_pad_proportion=0.05617, over 15422.67 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2998, pruned_loss=0.06196, over 2462124.61 frames. utt_duration=1293 frames, utt_pad_proportion=0.04614, over 7626.58 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3069, pruned_loss=0.07266, over 2471674.39 frames. utt_duration=591.8 frames, utt_pad_proportion=0.0596, over 16749.39 utterances.], batch size: 38, lr: 4.33e-04
2022-08-24 22:01:38,276 INFO [train.py:927] (3/8) Epoch 8, batch 12250, giga_loss[loss=0.1898, simple_loss=0.2864, pruned_loss=0.04659, over 12474.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02991, over 75.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3064, pruned_loss=0.07176, over 2471533.81 frames. utt_duration=643.1 frames, utt_pad_proportion=0.05644, over 15408.02 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2995, pruned_loss=0.06214, over 2462380.58 frames. utt_duration=1296 frames, utt_pad_proportion=0.0453, over 7606.05 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3074, pruned_loss=0.07255, over 2472096.29 frames. utt_duration=595 frames, utt_pad_proportion=0.05962, over 16661.45 utterances.], batch size: 75, lr: 4.33e-04
2022-08-24 22:03:20,220 INFO [train.py:927] (3/8) Epoch 8, batch 12300, giga_loss[loss=0.2245, simple_loss=0.3106, pruned_loss=0.06922, over 12455.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04367, over 31.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3051, pruned_loss=0.07122, over 2471169.13 frames. utt_duration=629 frames, utt_pad_proportion=0.06286, over 15752.41 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2994, pruned_loss=0.06214, over 2462147.80 frames. utt_duration=1300 frames, utt_pad_proportion=0.04466, over 7585.01 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3061, pruned_loss=0.07202, over 2471975.78 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06531, over 16906.85 utterances.], batch size: 31, lr: 4.33e-04
2022-08-24 22:05:05,433 INFO [train.py:927] (3/8) Epoch 8, batch 12350, giga_loss[loss=0.1959, simple_loss=0.2739, pruned_loss=0.05895, over 12341.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.03042, over 66.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.303, pruned_loss=0.07026, over 2471860.98 frames. utt_duration=609.3 frames, utt_pad_proportion=0.0678, over 16267.47 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2997, pruned_loss=0.06228, over 2462312.63 frames. utt_duration=1300 frames, utt_pad_proportion=0.04433, over 7582.15 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3036, pruned_loss=0.07086, over 2472438.93 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06963, over 17256.44 utterances.], batch size: 66, lr: 4.33e-04
2022-08-24 22:06:46,156 INFO [train.py:927] (3/8) Epoch 8, batch 12400, giga_loss[loss=0.1905, simple_loss=0.2735, pruned_loss=0.05372, over 12414.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03958, over 105.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3019, pruned_loss=0.07012, over 2471498.48 frames. utt_duration=611.1 frames, utt_pad_proportion=0.06602, over 16217.37 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2997, pruned_loss=0.06252, over 2462509.06 frames. utt_duration=1307 frames, utt_pad_proportion=0.04334, over 7546.37 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3024, pruned_loss=0.07063, over 2472095.96 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06826, over 17330.53 utterances.], batch size: 105, lr: 4.33e-04
2022-08-24 22:08:29,880 INFO [train.py:927] (3/8) Epoch 8, batch 12450, giga_loss[loss=0.205, simple_loss=0.281, pruned_loss=0.06448, over 12360.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03472, over 104.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2986, pruned_loss=0.06834, over 2471154.06 frames. utt_duration=634.6 frames, utt_pad_proportion=0.06027, over 15613.48 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2996, pruned_loss=0.06269, over 2462332.43 frames. utt_duration=1309 frames, utt_pad_proportion=0.04287, over 7530.25 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2991, pruned_loss=0.06869, over 2471899.67 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06274, over 16612.33 utterances.], batch size: 104, lr: 4.33e-04
2022-08-24 22:10:14,677 INFO [train.py:927] (3/8) Epoch 8, batch 12500, giga_loss[loss=0.2092, simple_loss=0.2809, pruned_loss=0.06876, over 12468.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.03846, over 34.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2952, pruned_loss=0.06678, over 2470665.18 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05899, over 15762.89 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2996, pruned_loss=0.06268, over 2462204.76 frames. utt_duration=1310 frames, utt_pad_proportion=0.04271, over 7525.60 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2956, pruned_loss=0.06708, over 2471402.49 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06109, over 16585.89 utterances.], batch size: 34, lr: 4.32e-04
2022-08-24 22:11:57,872 INFO [train.py:927] (3/8) Epoch 8, batch 12550, giga_loss[loss=0.2213, simple_loss=0.3109, pruned_loss=0.0658, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04038, over 113.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2954, pruned_loss=0.06704, over 2471581.83 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06155, over 16756.45 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2995, pruned_loss=0.06285, over 2462318.77 frames. utt_duration=1310 frames, utt_pad_proportion=0.0426, over 7529.60 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2958, pruned_loss=0.06718, over 2472177.35 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06315, over 17513.03 utterances.], batch size: 113, lr: 4.32e-04
2022-08-24 22:13:41,220 INFO [train.py:927] (3/8) Epoch 8, batch 12600, libri_loss[loss=0.2787, simple_loss=0.3472, pruned_loss=0.1051, over 12358.00 frames. utt_duration=420.4 frames, utt_pad_proportion=0.3349, over 118.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2981, pruned_loss=0.06803, over 2471930.46 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06373, over 17429.30 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3004, pruned_loss=0.06368, over 2462604.19 frames. utt_duration=1292 frames, utt_pad_proportion=0.04718, over 7635.38 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2974, pruned_loss=0.06746, over 2472394.46 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0633, over 18218.92 utterances.], batch size: 118, lr: 4.32e-04
2022-08-24 22:15:22,217 INFO [train.py:927] (3/8) Epoch 8, batch 12650, libri_loss[loss=0.2645, simple_loss=0.3281, pruned_loss=0.1005, over 12392.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03747, over 46.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2992, pruned_loss=0.06811, over 2472617.81 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06312, over 17961.68 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3008, pruned_loss=0.06427, over 2462913.08 frames. utt_duration=1292 frames, utt_pad_proportion=0.04606, over 7633.25 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2982, pruned_loss=0.06725, over 2473000.29 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06343, over 18909.34 utterances.], batch size: 46, lr: 4.32e-04
2022-08-24 22:17:01,953 INFO [train.py:927] (3/8) Epoch 8, batch 12700, libri_loss[loss=0.2158, simple_loss=0.2903, pruned_loss=0.07065, over 12199.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007942, over 30.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2982, pruned_loss=0.06729, over 2472512.43 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06616, over 18206.06 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.301, pruned_loss=0.06452, over 2462851.84 frames. utt_duration=1280 frames, utt_pad_proportion=0.05052, over 7705.15 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2972, pruned_loss=0.06645, over 2473055.44 frames. utt_duration=520 frames, utt_pad_proportion=0.06491, over 19077.71 utterances.], batch size: 30, lr: 4.32e-04
2022-08-24 22:18:44,149 INFO [train.py:927] (3/8) Epoch 8, batch 12750, giga_loss[loss=0.1907, simple_loss=0.2672, pruned_loss=0.05709, over 12458.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04019, over 34.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2974, pruned_loss=0.06699, over 2472317.16 frames. utt_duration=556.6 frames, utt_pad_proportion=0.0647, over 17814.64 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3011, pruned_loss=0.0648, over 2462926.12 frames. utt_duration=1282 frames, utt_pad_proportion=0.04953, over 7693.73 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2964, pruned_loss=0.06615, over 2472971.63 frames. utt_duration=526.6 frames, utt_pad_proportion=0.0643, over 18839.42 utterances.], batch size: 34, lr: 4.32e-04
2022-08-24 22:20:23,836 INFO [train.py:927] (3/8) Epoch 8, batch 12800, giga_loss[loss=0.2459, simple_loss=0.3267, pruned_loss=0.08251, over 12363.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04114, over 113.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2995, pruned_loss=0.06774, over 2472119.37 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05998, over 17411.59 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3013, pruned_loss=0.06515, over 2463025.33 frames. utt_duration=1281 frames, utt_pad_proportion=0.04892, over 7700.55 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2985, pruned_loss=0.06679, over 2472761.12 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06023, over 18446.49 utterances.], batch size: 113, lr: 4.32e-04
2022-08-24 22:22:05,813 INFO [train.py:927] (3/8) Epoch 8, batch 12850, giga_loss[loss=0.2001, simple_loss=0.2902, pruned_loss=0.05494, over 12362.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3002, pruned_loss=0.06761, over 2473106.45 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05577, over 16947.78 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3011, pruned_loss=0.06523, over 2463333.13 frames. utt_duration=1284 frames, utt_pad_proportion=0.0482, over 7685.59 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2996, pruned_loss=0.06683, over 2473515.56 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05652, over 17957.75 utterances.], batch size: 58, lr: 4.32e-04
2022-08-24 22:23:51,691 INFO [train.py:927] (3/8) Epoch 8, batch 12900, giga_loss[loss=0.1991, simple_loss=0.2855, pruned_loss=0.05633, over 12344.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02416, over 45.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3016, pruned_loss=0.06819, over 2473247.65 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05302, over 16999.99 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3013, pruned_loss=0.0655, over 2463331.46 frames. utt_duration=1284 frames, utt_pad_proportion=0.04801, over 7683.16 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3009, pruned_loss=0.06736, over 2473612.78 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05382, over 17831.81 utterances.], batch size: 45, lr: 4.32e-04
2022-08-24 22:25:33,700 INFO [train.py:927] (3/8) Epoch 8, batch 12950, giga_loss[loss=0.2113, simple_loss=0.2922, pruned_loss=0.0652, over 12385.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3015, pruned_loss=0.06841, over 2473650.23 frames. utt_duration=570.2 frames, utt_pad_proportion=0.0564, over 17400.33 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3019, pruned_loss=0.06588, over 2463679.72 frames. utt_duration=1271 frames, utt_pad_proportion=0.05183, over 7763.57 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3004, pruned_loss=0.06748, over 2473776.08 frames. utt_duration=548 frames, utt_pad_proportion=0.05559, over 18107.22 utterances.], batch size: 91, lr: 4.32e-04
2022-08-24 22:27:14,707 INFO [train.py:927] (3/8) Epoch 8, batch 13000, giga_loss[loss=0.1974, simple_loss=0.2791, pruned_loss=0.05784, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0381, over 40.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2983, pruned_loss=0.06707, over 2473944.07 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05357, over 16846.26 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3019, pruned_loss=0.06608, over 2463610.73 frames. utt_duration=1273 frames, utt_pad_proportion=0.05115, over 7750.43 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2974, pruned_loss=0.06615, over 2474312.50 frames. utt_duration=564.2 frames, utt_pad_proportion=0.0533, over 17588.97 utterances.], batch size: 40, lr: 4.32e-04
2022-08-24 22:28:55,586 INFO [train.py:927] (3/8) Epoch 8, batch 13050, giga_loss[loss=0.1978, simple_loss=0.2892, pruned_loss=0.05324, over 12373.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04029, over 113.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2992, pruned_loss=0.06638, over 2474871.46 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05742, over 17964.82 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3022, pruned_loss=0.06625, over 2463717.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.05129, over 7763.68 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2982, pruned_loss=0.06552, over 2475115.38 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05706, over 18573.82 utterances.], batch size: 113, lr: 4.32e-04
2022-08-24 22:30:36,770 INFO [train.py:927] (3/8) Epoch 8, batch 13100, giga_loss[loss=0.2239, simple_loss=0.3102, pruned_loss=0.06879, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03219, over 80.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2986, pruned_loss=0.06669, over 2474675.33 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06193, over 18201.60 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3022, pruned_loss=0.06621, over 2463784.14 frames. utt_duration=1269 frames, utt_pad_proportion=0.05152, over 7773.17 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2978, pruned_loss=0.06605, over 2474955.85 frames. utt_duration=528 frames, utt_pad_proportion=0.06147, over 18803.64 utterances.], batch size: 80, lr: 4.32e-04
2022-08-24 22:32:18,785 INFO [train.py:927] (3/8) Epoch 8, batch 13150, giga_loss[loss=0.2012, simple_loss=0.2823, pruned_loss=0.06008, over 12366.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02789, over 91.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2988, pruned_loss=0.06856, over 2474232.71 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06384, over 18492.21 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3021, pruned_loss=0.06645, over 2463556.76 frames. utt_duration=1261 frames, utt_pad_proportion=0.05512, over 7824.28 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2981, pruned_loss=0.06784, over 2474924.13 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06208, over 19189.50 utterances.], batch size: 91, lr: 4.32e-04
2022-08-24 22:33:59,424 INFO [train.py:927] (3/8) Epoch 8, batch 13200, giga_loss[loss=0.2001, simple_loss=0.2891, pruned_loss=0.0555, over 12369.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03879, over 113.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2979, pruned_loss=0.0686, over 2474640.57 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06337, over 18472.41 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3027, pruned_loss=0.06701, over 2463979.70 frames. utt_duration=1249 frames, utt_pad_proportion=0.05942, over 7902.40 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2968, pruned_loss=0.06757, over 2475008.28 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06038, over 19143.67 utterances.], batch size: 113, lr: 4.32e-04
2022-08-24 22:35:39,515 INFO [train.py:927] (3/8) Epoch 8, batch 13250, libri_loss[loss=0.3101, simple_loss=0.3671, pruned_loss=0.1266, over 12417.00 frames. utt_duration=411.9 frames, utt_pad_proportion=0.3585, over 121.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2958, pruned_loss=0.06816, over 2474817.83 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06368, over 17977.35 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3033, pruned_loss=0.06796, over 2464733.55 frames. utt_duration=1228 frames, utt_pad_proportion=0.06684, over 8039.05 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.294, pruned_loss=0.06648, over 2474910.52 frames. utt_duration=526.7 frames, utt_pad_proportion=0.05812, over 18849.40 utterances.], batch size: 121, lr: 4.32e-04
2022-08-24 22:37:21,417 INFO [train.py:927] (3/8) Epoch 8, batch 13300, giga_loss[loss=0.1868, simple_loss=0.2762, pruned_loss=0.0487, over 12446.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.0311, over 55.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2922, pruned_loss=0.06614, over 2475086.22 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06102, over 17669.72 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3031, pruned_loss=0.06804, over 2465245.22 frames. utt_duration=1234 frames, utt_pad_proportion=0.06536, over 7999.36 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2906, pruned_loss=0.0647, over 2474971.08 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05716, over 18669.14 utterances.], batch size: 55, lr: 4.32e-04
2022-08-24 22:39:03,459 INFO [train.py:927] (3/8) Epoch 8, batch 13350, giga_loss[loss=0.2006, simple_loss=0.2843, pruned_loss=0.05839, over 12293.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03051, over 28.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2941, pruned_loss=0.06653, over 2475530.66 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06179, over 18066.33 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3041, pruned_loss=0.06832, over 2465341.93 frames. utt_duration=1234 frames, utt_pad_proportion=0.0646, over 7999.36 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2918, pruned_loss=0.0651, over 2475496.11 frames. utt_duration=522.6 frames, utt_pad_proportion=0.05904, over 19002.01 utterances.], batch size: 28, lr: 4.32e-04
2022-08-24 22:40:45,949 INFO [train.py:927] (3/8) Epoch 8, batch 13400, giga_loss[loss=0.229, simple_loss=0.3079, pruned_loss=0.07503, over 12248.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02962, over 39.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.297, pruned_loss=0.06784, over 2474675.55 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05777, over 17234.29 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3041, pruned_loss=0.06851, over 2465226.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.06388, over 7971.57 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.295, pruned_loss=0.06651, over 2474925.70 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05592, over 18172.60 utterances.], batch size: 39, lr: 4.32e-04
2022-08-24 22:42:29,457 INFO [train.py:927] (3/8) Epoch 8, batch 13450, giga_loss[loss=0.235, simple_loss=0.3108, pruned_loss=0.07955, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02977, over 70.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2987, pruned_loss=0.06825, over 2474572.80 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05688, over 16684.96 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3046, pruned_loss=0.06912, over 2465612.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.06686, over 8038.55 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2964, pruned_loss=0.06659, over 2474749.06 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05395, over 17709.74 utterances.], batch size: 70, lr: 4.31e-04
2022-08-24 22:44:24,219 INFO [train.py:927] (3/8) Epoch 8, batch 13500, giga_loss[loss=0.2538, simple_loss=0.3324, pruned_loss=0.08765, over 12364.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03247, over 104.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3045, pruned_loss=0.07268, over 2473953.45 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05923, over 16973.78 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3048, pruned_loss=0.06938, over 2465729.39 frames. utt_duration=1227 frames, utt_pad_proportion=0.06623, over 8045.74 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3025, pruned_loss=0.07115, over 2474148.17 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05699, over 17936.21 utterances.], batch size: 104, lr: 4.31e-04
2022-08-24 22:46:08,022 INFO [train.py:927] (3/8) Epoch 8, batch 13550, giga_loss[loss=0.3118, simple_loss=0.3679, pruned_loss=0.1278, over 12415.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06163, over 183.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3112, pruned_loss=0.07715, over 2474767.47 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05594, over 17517.49 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3047, pruned_loss=0.06957, over 2466209.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06524, over 8018.00 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3098, pruned_loss=0.07588, over 2474625.20 frames. utt_duration=537 frames, utt_pad_proportion=0.05471, over 18485.58 utterances.], batch size: 183, lr: 4.31e-04
2022-08-24 22:47:52,004 INFO [train.py:927] (3/8) Epoch 8, batch 13600, libri_loss[loss=0.2244, simple_loss=0.298, pruned_loss=0.07544, over 12446.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.0065, over 35.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3182, pruned_loss=0.08257, over 2474191.31 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05651, over 17892.60 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3043, pruned_loss=0.06964, over 2465950.39 frames. utt_duration=1241 frames, utt_pad_proportion=0.06346, over 7959.21 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3179, pruned_loss=0.08188, over 2474610.17 frames. utt_duration=520.1 frames, utt_pad_proportion=0.05609, over 19087.58 utterances.], batch size: 35, lr: 4.31e-04
2022-08-24 22:49:35,360 INFO [train.py:927] (3/8) Epoch 8, batch 13650, giga_loss[loss=0.2412, simple_loss=0.3169, pruned_loss=0.08279, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3216, pruned_loss=0.08593, over 2474436.33 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06289, over 18437.26 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3041, pruned_loss=0.06993, over 2465530.51 frames. utt_duration=1243 frames, utt_pad_proportion=0.06285, over 7945.02 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3219, pruned_loss=0.08553, over 2475386.82 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06242, over 19697.03 utterances.], batch size: 80, lr: 4.31e-04
2022-08-24 22:51:23,068 INFO [train.py:927] (3/8) Epoch 8, batch 13700, giga_loss[loss=0.2211, simple_loss=0.2975, pruned_loss=0.07235, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02451, over 48.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3249, pruned_loss=0.08982, over 2474669.73 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07692, over 19925.92 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3039, pruned_loss=0.07022, over 2465375.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.06116, over 7903.80 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.326, pruned_loss=0.08987, over 2475901.17 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07653, over 21396.38 utterances.], batch size: 48, lr: 4.31e-04
2022-08-24 22:53:14,624 INFO [train.py:927] (3/8) Epoch 8, batch 13750, giga_loss[loss=0.2319, simple_loss=0.3165, pruned_loss=0.07366, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04509, over 31.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3316, pruned_loss=0.09544, over 2475207.89 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07927, over 20807.22 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3036, pruned_loss=0.07013, over 2465615.74 frames. utt_duration=1253 frames, utt_pad_proportion=0.0605, over 7883.38 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3331, pruned_loss=0.09588, over 2476088.64 frames. utt_duration=448.5 frames, utt_pad_proportion=0.0791, over 22153.43 utterances.], batch size: 31, lr: 4.31e-04
2022-08-24 22:54:58,709 INFO [train.py:927] (3/8) Epoch 8, batch 13800, giga_loss[loss=0.3026, simple_loss=0.3677, pruned_loss=0.1188, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04451, over 146.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3326, pruned_loss=0.097, over 2474869.36 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07513, over 21160.02 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3032, pruned_loss=0.06996, over 2465592.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.06014, over 7850.29 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3344, pruned_loss=0.09781, over 2475711.24 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07539, over 22413.81 utterances.], batch size: 146, lr: 4.31e-04
2022-08-24 22:56:43,691 INFO [train.py:927] (3/8) Epoch 8, batch 13850, giga_loss[loss=0.283, simple_loss=0.3566, pruned_loss=0.1047, over 12447.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03545, over 105.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3337, pruned_loss=0.0973, over 2474679.41 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08086, over 22134.11 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3033, pruned_loss=0.06991, over 2465739.44 frames. utt_duration=1266 frames, utt_pad_proportion=0.0587, over 7799.30 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3361, pruned_loss=0.09881, over 2475520.65 frames. utt_duration=420.9 frames, utt_pad_proportion=0.08129, over 23607.33 utterances.], batch size: 105, lr: 4.31e-04
2022-08-24 22:58:31,554 INFO [train.py:927] (3/8) Epoch 8, batch 13900, giga_loss[loss=0.2295, simple_loss=0.3161, pruned_loss=0.07145, over 12463.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03063, over 75.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3346, pruned_loss=0.09701, over 2475449.83 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07829, over 22400.05 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3036, pruned_loss=0.07027, over 2465994.18 frames. utt_duration=1266 frames, utt_pad_proportion=0.058, over 7803.21 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3368, pruned_loss=0.0984, over 2476062.81 frames. utt_duration=417.2 frames, utt_pad_proportion=0.0791, over 23821.54 utterances.], batch size: 75, lr: 4.31e-04
2022-08-24 23:00:17,399 INFO [train.py:927] (3/8) Epoch 8, batch 13950, giga_loss[loss=0.2332, simple_loss=0.3224, pruned_loss=0.07205, over 12407.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3333, pruned_loss=0.09486, over 2475474.71 frames. utt_duration=442.5 frames, utt_pad_proportion=0.0749, over 22452.10 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07068, over 2466080.46 frames. utt_duration=1267 frames, utt_pad_proportion=0.05709, over 7793.32 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3354, pruned_loss=0.09615, over 2476091.55 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07613, over 23928.82 utterances.], batch size: 133, lr: 4.31e-04
2022-08-24 23:02:01,933 INFO [train.py:927] (3/8) Epoch 8, batch 14000, libri_loss[loss=0.2854, simple_loss=0.3491, pruned_loss=0.1109, over 12427.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01628, over 40.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3296, pruned_loss=0.09173, over 2474596.45 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07392, over 21713.41 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.304, pruned_loss=0.07096, over 2466061.68 frames. utt_duration=1269 frames, utt_pad_proportion=0.0562, over 7783.59 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3316, pruned_loss=0.09288, over 2475252.72 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07536, over 23152.85 utterances.], batch size: 40, lr: 4.31e-04
2022-08-24 23:03:45,660 INFO [train.py:927] (3/8) Epoch 8, batch 14050, giga_loss[loss=0.2563, simple_loss=0.3245, pruned_loss=0.09411, over 12409.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06279, over 183.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3273, pruned_loss=0.09031, over 2474199.61 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07333, over 21321.19 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3039, pruned_loss=0.07105, over 2465765.89 frames. utt_duration=1268 frames, utt_pad_proportion=0.05602, over 7784.91 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3296, pruned_loss=0.09159, over 2475161.44 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07472, over 22764.12 utterances.], batch size: 183, lr: 4.31e-04
2022-08-24 23:05:41,136 INFO [train.py:927] (3/8) Epoch 8, batch 14100, giga_loss[loss=0.2197, simple_loss=0.313, pruned_loss=0.06322, over 12430.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.0427, over 31.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3259, pruned_loss=0.08834, over 2473978.16 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07412, over 20905.43 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3043, pruned_loss=0.07113, over 2465592.34 frames. utt_duration=1268 frames, utt_pad_proportion=0.05536, over 7789.31 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3277, pruned_loss=0.08962, over 2475047.23 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07556, over 22298.23 utterances.], batch size: 31, lr: 4.31e-04
2022-08-24 23:07:29,426 INFO [train.py:927] (3/8) Epoch 8, batch 14150, giga_loss[loss=0.2248, simple_loss=0.3089, pruned_loss=0.0704, over 12379.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03314, over 122.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3272, pruned_loss=0.08678, over 2474438.26 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06983, over 20547.82 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3043, pruned_loss=0.0712, over 2465721.07 frames. utt_duration=1265 frames, utt_pad_proportion=0.05591, over 7808.45 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3288, pruned_loss=0.08786, over 2475241.48 frames. utt_duration=457 frames, utt_pad_proportion=0.0711, over 21733.73 utterances.], batch size: 122, lr: 4.31e-04
2022-08-24 23:09:16,567 INFO [train.py:927] (3/8) Epoch 8, batch 14200, giga_loss[loss=0.2739, simple_loss=0.3445, pruned_loss=0.1017, over 12273.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02887, over 42.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3265, pruned_loss=0.08625, over 2474305.80 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06809, over 19992.08 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3047, pruned_loss=0.0715, over 2465645.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.05898, over 7885.87 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3279, pruned_loss=0.0872, over 2475211.54 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06832, over 21149.90 utterances.], batch size: 42, lr: 4.31e-04
2022-08-24 23:11:05,272 INFO [train.py:927] (3/8) Epoch 8, batch 14250, giga_loss[loss=0.2904, simple_loss=0.3301, pruned_loss=0.1254, over 12355.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.325, pruned_loss=0.08643, over 2474492.53 frames. utt_duration=498 frames, utt_pad_proportion=0.07437, over 19931.01 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3051, pruned_loss=0.07188, over 2465796.21 frames. utt_duration=1242 frames, utt_pad_proportion=0.06213, over 7953.38 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3262, pruned_loss=0.08713, over 2475241.78 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07341, over 21012.46 utterances.], batch size: 371, lr: 4.31e-04
2022-08-24 23:12:52,695 INFO [train.py:927] (3/8) Epoch 8, batch 14300, libri_loss[loss=0.2096, simple_loss=0.2802, pruned_loss=0.06949, over 12286.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009246, over 28.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3214, pruned_loss=0.08411, over 2473630.91 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0758, over 19447.21 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3045, pruned_loss=0.07176, over 2465624.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.06124, over 7940.89 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3239, pruned_loss=0.08547, over 2474828.78 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07555, over 20933.81 utterances.], batch size: 28, lr: 4.31e-04
2022-08-24 23:14:40,823 INFO [train.py:927] (3/8) Epoch 8, batch 14350, libri_loss[loss=0.2182, simple_loss=0.2988, pruned_loss=0.06885, over 12313.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006889, over 36.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3214, pruned_loss=0.08354, over 2474000.06 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07814, over 20345.72 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3046, pruned_loss=0.0719, over 2465581.89 frames. utt_duration=1232 frames, utt_pad_proportion=0.06566, over 8014.43 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3234, pruned_loss=0.08466, over 2475098.86 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07647, over 21622.21 utterances.], batch size: 36, lr: 4.30e-04
2022-08-24 23:16:27,323 INFO [train.py:927] (3/8) Epoch 8, batch 14400, giga_loss[loss=0.2401, simple_loss=0.3107, pruned_loss=0.08477, over 12406.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.0404, over 37.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3204, pruned_loss=0.08307, over 2474568.74 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07416, over 19967.00 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3053, pruned_loss=0.07235, over 2465725.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.06411, over 7989.38 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3218, pruned_loss=0.08382, over 2475525.27 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07364, over 21344.06 utterances.], batch size: 37, lr: 4.30e-04
2022-08-24 23:18:11,914 INFO [train.py:927] (3/8) Epoch 8, batch 14450, giga_loss[loss=0.2273, simple_loss=0.3063, pruned_loss=0.07421, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.0374, over 28.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.319, pruned_loss=0.08302, over 2474314.41 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06917, over 19530.23 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3055, pruned_loss=0.07266, over 2465787.97 frames. utt_duration=1238 frames, utt_pad_proportion=0.06275, over 7974.96 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3205, pruned_loss=0.08366, over 2475310.55 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06963, over 21028.79 utterances.], batch size: 28, lr: 4.30e-04
2022-08-24 23:19:58,222 INFO [train.py:927] (3/8) Epoch 8, batch 14500, giga_loss[loss=0.2647, simple_loss=0.338, pruned_loss=0.09568, over 12416.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04002, over 105.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3181, pruned_loss=0.08301, over 2474560.13 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06989, over 19667.11 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3057, pruned_loss=0.07289, over 2465869.64 frames. utt_duration=1241 frames, utt_pad_proportion=0.06182, over 7957.65 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3193, pruned_loss=0.0835, over 2475438.37 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07052, over 21067.65 utterances.], batch size: 105, lr: 4.30e-04
2022-08-24 23:21:44,638 INFO [train.py:927] (3/8) Epoch 8, batch 14550, giga_loss[loss=0.2722, simple_loss=0.3424, pruned_loss=0.101, over 12400.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3173, pruned_loss=0.08336, over 2475022.41 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06697, over 19630.10 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3056, pruned_loss=0.07303, over 2465988.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.06089, over 7931.72 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.08381, over 2475757.37 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06798, over 20961.14 utterances.], batch size: 133, lr: 4.30e-04
2022-08-24 23:23:32,121 INFO [train.py:927] (3/8) Epoch 8, batch 14600, giga_loss[loss=0.3109, simple_loss=0.3572, pruned_loss=0.1323, over 12400.00 frames. utt_duration=195.9 frames, utt_pad_proportion=0.09305, over 255.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08235, over 2474335.79 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07038, over 19975.25 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3055, pruned_loss=0.07303, over 2465827.82 frames. utt_duration=1247 frames, utt_pad_proportion=0.06045, over 7917.46 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.318, pruned_loss=0.08278, over 2475110.78 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07112, over 21126.81 utterances.], batch size: 255, lr: 4.30e-04
2022-08-24 23:25:16,629 INFO [train.py:927] (3/8) Epoch 8, batch 14650, giga_loss[loss=0.2499, simple_loss=0.3227, pruned_loss=0.0885, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03707, over 123.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3163, pruned_loss=0.08155, over 2473740.69 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07346, over 19929.32 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3052, pruned_loss=0.07296, over 2465640.77 frames. utt_duration=1254 frames, utt_pad_proportion=0.05913, over 7876.48 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3179, pruned_loss=0.08219, over 2474757.85 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07445, over 21221.90 utterances.], batch size: 123, lr: 4.30e-04
2022-08-24 23:27:05,369 INFO [train.py:927] (3/8) Epoch 8, batch 14700, giga_loss[loss=0.2421, simple_loss=0.3227, pruned_loss=0.08075, over 12357.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.02922, over 51.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3191, pruned_loss=0.08415, over 2474264.97 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07242, over 20526.45 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3052, pruned_loss=0.073, over 2465821.72 frames. utt_duration=1254 frames, utt_pad_proportion=0.05866, over 7875.71 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3203, pruned_loss=0.0847, over 2474981.34 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07341, over 21640.37 utterances.], batch size: 51, lr: 4.30e-04
2022-08-24 23:28:51,059 INFO [train.py:927] (3/8) Epoch 8, batch 14750, giga_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08076, over 12441.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03231, over 75.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.322, pruned_loss=0.08669, over 2475032.08 frames. utt_duration=472 frames, utt_pad_proportion=0.07041, over 21040.03 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3066, pruned_loss=0.07347, over 2465916.53 frames. utt_duration=1255 frames, utt_pad_proportion=0.05795, over 7870.63 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3219, pruned_loss=0.08686, over 2475634.09 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07154, over 22101.50 utterances.], batch size: 75, lr: 4.30e-04
2022-08-24 23:30:39,428 INFO [train.py:927] (3/8) Epoch 8, batch 14800, giga_loss[loss=0.2312, simple_loss=0.3091, pruned_loss=0.07666, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0381, over 40.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08782, over 2475331.32 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07491, over 21629.55 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3066, pruned_loss=0.07349, over 2465888.72 frames. utt_duration=1257 frames, utt_pad_proportion=0.05753, over 7856.96 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3232, pruned_loss=0.08806, over 2475911.79 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07579, over 22591.76 utterances.], batch size: 40, lr: 4.30e-04
2022-08-24 23:32:22,928 INFO [train.py:927] (3/8) Epoch 8, batch 14850, giga_loss[loss=0.2425, simple_loss=0.3328, pruned_loss=0.07609, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.0453, over 31.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3217, pruned_loss=0.08546, over 2474968.46 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07287, over 21339.68 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3067, pruned_loss=0.07344, over 2465884.65 frames. utt_duration=1256 frames, utt_pad_proportion=0.0567, over 7859.78 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.322, pruned_loss=0.08593, over 2475597.37 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07401, over 22347.03 utterances.], batch size: 31, lr: 4.30e-04
2022-08-24 23:34:10,983 INFO [train.py:927] (3/8) Epoch 8, batch 14900, giga_loss[loss=0.2522, simple_loss=0.322, pruned_loss=0.09116, over 12408.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3191, pruned_loss=0.08463, over 2474765.75 frames. utt_duration=480.9 frames, utt_pad_proportion=0.0725, over 20647.21 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3066, pruned_loss=0.07344, over 2465955.33 frames. utt_duration=1258 frames, utt_pad_proportion=0.05627, over 7847.22 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3195, pruned_loss=0.0851, over 2475280.70 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07365, over 21577.85 utterances.], batch size: 133, lr: 4.30e-04
2022-08-24 23:35:54,415 INFO [train.py:927] (3/8) Epoch 8, batch 14950, giga_loss[loss=0.3493, simple_loss=0.376, pruned_loss=0.1613, over 12346.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3196, pruned_loss=0.08507, over 2474950.95 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07398, over 20611.16 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3067, pruned_loss=0.07367, over 2465947.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05528, over 7832.10 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3201, pruned_loss=0.08549, over 2475540.83 frames. utt_duration=459 frames, utt_pad_proportion=0.07526, over 21641.51 utterances.], batch size: 369, lr: 4.30e-04
2022-08-24 23:37:44,729 INFO [train.py:927] (3/8) Epoch 8, batch 15000, giga_loss[loss=0.2764, simple_loss=0.3637, pruned_loss=0.09451, over 12340.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03266, over 51.00 utterances.], tot_loss[loss=0.246, simple_loss=0.323, pruned_loss=0.0845, over 2475069.21 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07288, over 20520.71 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3067, pruned_loss=0.07361, over 2466335.36 frames. utt_duration=1262 frames, utt_pad_proportion=0.05502, over 7827.76 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3236, pruned_loss=0.08503, over 2475308.84 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07412, over 21506.80 utterances.], batch size: 51, lr: 4.30e-04
2022-08-24 23:37:44,730 INFO [train.py:958] (3/8) Computing validation loss
2022-08-24 23:38:00,969 INFO [train.py:967] (3/8) Epoch 8, validation: loss=0.1838, simple_loss=0.2941, pruned_loss=0.03679, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 23:39:45,910 INFO [train.py:927] (3/8) Epoch 8, batch 15050, giga_loss[loss=0.2705, simple_loss=0.3376, pruned_loss=0.1017, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03251, over 80.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3243, pruned_loss=0.08619, over 2474934.96 frames. utt_duration=473.2 frames, utt_pad_proportion=0.08058, over 20983.45 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3068, pruned_loss=0.07387, over 2466453.88 frames. utt_duration=1266 frames, utt_pad_proportion=0.05376, over 7804.15 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3252, pruned_loss=0.08669, over 2475270.58 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0818, over 22151.28 utterances.], batch size: 80, lr: 4.30e-04
2022-08-24 23:41:31,402 INFO [train.py:927] (3/8) Epoch 8, batch 15100, giga_loss[loss=0.3435, simple_loss=0.3878, pruned_loss=0.1496, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07211, over 212.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.324, pruned_loss=0.08657, over 2474629.49 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07971, over 20226.99 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3065, pruned_loss=0.07392, over 2466301.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05303, over 7788.38 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3255, pruned_loss=0.08738, over 2475357.00 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08137, over 21659.66 utterances.], batch size: 212, lr: 4.30e-04
2022-08-24 23:43:17,283 INFO [train.py:927] (3/8) Epoch 8, batch 15150, giga_loss[loss=0.2211, simple_loss=0.2997, pruned_loss=0.07127, over 12403.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04167, over 37.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3218, pruned_loss=0.08613, over 2474617.15 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07972, over 20060.96 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3065, pruned_loss=0.074, over 2466487.30 frames. utt_duration=1267 frames, utt_pad_proportion=0.05291, over 7795.44 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3235, pruned_loss=0.087, over 2475206.10 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08137, over 21491.44 utterances.], batch size: 37, lr: 4.30e-04
2022-08-24 23:45:04,064 INFO [train.py:927] (3/8) Epoch 8, batch 15200, giga_loss[loss=0.2287, simple_loss=0.308, pruned_loss=0.07475, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03966, over 113.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3202, pruned_loss=0.08576, over 2474574.58 frames. utt_duration=510.6 frames, utt_pad_proportion=0.07786, over 19440.13 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3064, pruned_loss=0.07407, over 2466375.29 frames. utt_duration=1270 frames, utt_pad_proportion=0.05208, over 7777.64 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3218, pruned_loss=0.0866, over 2475284.69 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07976, over 20802.53 utterances.], batch size: 113, lr: 4.30e-04
2022-08-24 23:46:50,543 INFO [train.py:927] (3/8) Epoch 8, batch 15250, giga_loss[loss=0.2492, simple_loss=0.3176, pruned_loss=0.09037, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03844, over 113.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3205, pruned_loss=0.08688, over 2474904.75 frames. utt_duration=492 frames, utt_pad_proportion=0.07887, over 20182.17 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3068, pruned_loss=0.07418, over 2466469.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.05147, over 7772.08 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3218, pruned_loss=0.08772, over 2475562.37 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08062, over 21518.12 utterances.], batch size: 113, lr: 4.30e-04
2022-08-24 23:48:36,073 INFO [train.py:927] (3/8) Epoch 8, batch 15300, giga_loss[loss=0.1852, simple_loss=0.2679, pruned_loss=0.05122, over 12392.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04052, over 31.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.32, pruned_loss=0.08672, over 2474605.03 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07942, over 20360.46 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3074, pruned_loss=0.07452, over 2466726.79 frames. utt_duration=1267 frames, utt_pad_proportion=0.05109, over 7795.53 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3208, pruned_loss=0.08737, over 2475086.63 frames. utt_duration=458 frames, utt_pad_proportion=0.08115, over 21684.49 utterances.], batch size: 31, lr: 4.29e-04
2022-08-24 23:50:22,088 INFO [train.py:927] (3/8) Epoch 8, batch 15350, libri_loss[loss=0.2283, simple_loss=0.2963, pruned_loss=0.08019, over 12304.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00571, over 35.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3221, pruned_loss=0.08751, over 2475292.81 frames. utt_duration=488 frames, utt_pad_proportion=0.07963, over 20349.20 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3076, pruned_loss=0.07482, over 2467293.91 frames. utt_duration=1270 frames, utt_pad_proportion=0.04971, over 7779.92 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.323, pruned_loss=0.08816, over 2475430.73 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08172, over 21824.84 utterances.], batch size: 35, lr: 4.29e-04
2022-08-24 23:52:09,794 INFO [train.py:927] (3/8) Epoch 8, batch 15400, giga_loss[loss=0.2627, simple_loss=0.3167, pruned_loss=0.1044, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1994, over 367.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08666, over 2475197.45 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07758, over 19935.71 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3077, pruned_loss=0.0749, over 2467209.15 frames. utt_duration=1273 frames, utt_pad_proportion=0.04875, over 7758.67 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3229, pruned_loss=0.08737, over 2475532.82 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07995, over 21396.75 utterances.], batch size: 367, lr: 4.29e-04
2022-08-24 23:53:56,654 INFO [train.py:927] (3/8) Epoch 8, batch 15450, giga_loss[loss=0.2139, simple_loss=0.2966, pruned_loss=0.06563, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03606, over 37.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3234, pruned_loss=0.08543, over 2475026.16 frames. utt_duration=516.4 frames, utt_pad_proportion=0.07363, over 19224.87 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3075, pruned_loss=0.07493, over 2466884.55 frames. utt_duration=1277 frames, utt_pad_proportion=0.04815, over 7734.60 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3246, pruned_loss=0.08617, over 2475729.62 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07617, over 20619.18 utterances.], batch size: 37, lr: 4.29e-04
2022-08-24 23:55:46,406 INFO [train.py:927] (3/8) Epoch 8, batch 15500, giga_loss[loss=0.3444, simple_loss=0.3898, pruned_loss=0.1495, over 12374.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0671, over 212.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.326, pruned_loss=0.08679, over 2475463.24 frames. utt_duration=518.6 frames, utt_pad_proportion=0.07024, over 19148.46 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3079, pruned_loss=0.07512, over 2467276.74 frames. utt_duration=1281 frames, utt_pad_proportion=0.04714, over 7712.24 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3272, pruned_loss=0.08757, over 2475937.62 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07314, over 20672.86 utterances.], batch size: 212, lr: 4.29e-04
2022-08-24 23:57:33,392 INFO [train.py:927] (3/8) Epoch 8, batch 15550, giga_loss[loss=0.2345, simple_loss=0.3235, pruned_loss=0.0728, over 12373.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02802, over 70.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3275, pruned_loss=0.08882, over 2474569.77 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07292, over 19566.34 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3083, pruned_loss=0.07545, over 2467091.28 frames. utt_duration=1271 frames, utt_pad_proportion=0.05098, over 7776.25 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3283, pruned_loss=0.0893, over 2475224.58 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07383, over 20875.18 utterances.], batch size: 70, lr: 4.29e-04
2022-08-24 23:59:16,383 INFO [train.py:927] (3/8) Epoch 8, batch 15600, giga_loss[loss=0.1998, simple_loss=0.2963, pruned_loss=0.05163, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03354, over 75.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3277, pruned_loss=0.08866, over 2474935.08 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07868, over 20651.88 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3084, pruned_loss=0.07548, over 2467453.43 frames. utt_duration=1272 frames, utt_pad_proportion=0.04991, over 7770.91 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3287, pruned_loss=0.08938, over 2475339.70 frames. utt_duration=451 frames, utt_pad_proportion=0.07962, over 22025.04 utterances.], batch size: 75, lr: 4.29e-04
2022-08-25 00:00:59,440 INFO [train.py:927] (3/8) Epoch 8, batch 15650, giga_loss[loss=0.2626, simple_loss=0.3331, pruned_loss=0.09604, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3271, pruned_loss=0.08697, over 2474814.74 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07638, over 20247.57 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3086, pruned_loss=0.07573, over 2467867.79 frames. utt_duration=1271 frames, utt_pad_proportion=0.0494, over 7776.81 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3282, pruned_loss=0.08757, over 2474912.07 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07763, over 21619.63 utterances.], batch size: 91, lr: 4.29e-04
2022-08-25 00:02:43,811 INFO [train.py:927] (3/8) Epoch 8, batch 15700, giga_loss[loss=0.3009, simple_loss=0.364, pruned_loss=0.1189, over 12382.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05158, over 161.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3279, pruned_loss=0.08808, over 2475048.89 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07801, over 20587.48 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3088, pruned_loss=0.076, over 2467779.78 frames. utt_duration=1272 frames, utt_pad_proportion=0.04886, over 7771.14 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3288, pruned_loss=0.0885, over 2475328.65 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07921, over 21855.45 utterances.], batch size: 161, lr: 4.29e-04
2022-08-25 00:04:29,995 INFO [train.py:927] (3/8) Epoch 8, batch 15750, giga_loss[loss=0.2672, simple_loss=0.3331, pruned_loss=0.1007, over 12373.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02919, over 85.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3259, pruned_loss=0.08766, over 2474761.92 frames. utt_duration=481.5 frames, utt_pad_proportion=0.0789, over 20623.32 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3086, pruned_loss=0.07595, over 2467499.23 frames. utt_duration=1274 frames, utt_pad_proportion=0.04803, over 7754.19 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3274, pruned_loss=0.08839, over 2475470.40 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08031, over 22050.58 utterances.], batch size: 85, lr: 4.29e-04
2022-08-25 00:06:16,498 INFO [train.py:927] (3/8) Epoch 8, batch 15800, libri_loss[loss=0.2612, simple_loss=0.3318, pruned_loss=0.09536, over 12372.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01062, over 38.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3238, pruned_loss=0.08692, over 2475248.29 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07909, over 20664.41 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3086, pruned_loss=0.07603, over 2467830.26 frames. utt_duration=1275 frames, utt_pad_proportion=0.047, over 7753.17 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3256, pruned_loss=0.08783, over 2475779.37 frames. utt_duration=445.5 frames, utt_pad_proportion=0.08097, over 22301.17 utterances.], batch size: 38, lr: 4.29e-04
2022-08-25 00:08:01,954 INFO [train.py:927] (3/8) Epoch 8, batch 15850, giga_loss[loss=0.2233, simple_loss=0.3048, pruned_loss=0.07091, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3225, pruned_loss=0.08695, over 2475112.75 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07718, over 20882.16 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3085, pruned_loss=0.0762, over 2467798.71 frames. utt_duration=1276 frames, utt_pad_proportion=0.04667, over 7745.69 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3241, pruned_loss=0.08763, over 2475609.27 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07896, over 22280.66 utterances.], batch size: 51, lr: 4.29e-04
2022-08-25 00:09:42,498 INFO [train.py:927] (3/8) Epoch 8, batch 15900, giga_loss[loss=0.2302, simple_loss=0.3077, pruned_loss=0.07629, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05508, over 162.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.319, pruned_loss=0.08412, over 2475381.75 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07883, over 21559.18 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3086, pruned_loss=0.07642, over 2467670.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.04598, over 7730.35 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3206, pruned_loss=0.0847, over 2476119.31 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08063, over 23094.31 utterances.], batch size: 162, lr: 4.29e-04
2022-08-25 00:11:29,983 INFO [train.py:927] (3/8) Epoch 8, batch 15950, giga_loss[loss=0.2278, simple_loss=0.3084, pruned_loss=0.07361, over 12393.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3179, pruned_loss=0.08379, over 2475685.40 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07702, over 21656.65 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.308, pruned_loss=0.07624, over 2467681.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.04505, over 7687.50 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3199, pruned_loss=0.08463, over 2476508.72 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07908, over 23347.83 utterances.], batch size: 133, lr: 4.29e-04
2022-08-25 00:13:17,615 INFO [train.py:927] (3/8) Epoch 8, batch 16000, giga_loss[loss=0.2639, simple_loss=0.3458, pruned_loss=0.09096, over 12444.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0299, over 80.00 utterances.], tot_loss[loss=0.241, simple_loss=0.316, pruned_loss=0.083, over 2475150.81 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07509, over 21304.15 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3081, pruned_loss=0.0762, over 2467682.56 frames. utt_duration=1287 frames, utt_pad_proportion=0.04472, over 7678.66 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3177, pruned_loss=0.08377, over 2475853.74 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07707, over 22771.85 utterances.], batch size: 80, lr: 4.29e-04
2022-08-25 00:15:02,435 INFO [train.py:927] (3/8) Epoch 8, batch 16050, giga_loss[loss=0.2449, simple_loss=0.3229, pruned_loss=0.08348, over 12341.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03425, over 62.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3171, pruned_loss=0.08275, over 2475335.25 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07002, over 20501.64 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3085, pruned_loss=0.07659, over 2467758.35 frames. utt_duration=1284 frames, utt_pad_proportion=0.04501, over 7694.76 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3182, pruned_loss=0.08314, over 2475961.13 frames. utt_duration=454 frames, utt_pad_proportion=0.07207, over 21886.70 utterances.], batch size: 62, lr: 4.29e-04
2022-08-25 00:16:47,037 INFO [train.py:927] (3/8) Epoch 8, batch 16100, giga_loss[loss=0.25, simple_loss=0.3213, pruned_loss=0.08938, over 12259.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3173, pruned_loss=0.08323, over 2474602.80 frames. utt_duration=487 frames, utt_pad_proportion=0.06983, over 20387.37 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3085, pruned_loss=0.07692, over 2467515.83 frames. utt_duration=1286 frames, utt_pad_proportion=0.0441, over 7686.33 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3184, pruned_loss=0.08346, over 2475599.84 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07208, over 21923.09 utterances.], batch size: 54, lr: 4.29e-04
2022-08-25 00:18:33,801 INFO [train.py:927] (3/8) Epoch 8, batch 16150, giga_loss[loss=0.2918, simple_loss=0.3569, pruned_loss=0.1134, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0321, over 75.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3169, pruned_loss=0.083, over 2474028.63 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06963, over 19398.87 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3076, pruned_loss=0.07651, over 2467258.32 frames. utt_duration=1292 frames, utt_pad_proportion=0.04298, over 7648.81 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3189, pruned_loss=0.08375, over 2475280.50 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07224, over 21068.01 utterances.], batch size: 75, lr: 4.29e-04
2022-08-25 00:20:20,266 INFO [train.py:927] (3/8) Epoch 8, batch 16200, giga_loss[loss=0.2638, simple_loss=0.3382, pruned_loss=0.09464, over 12400.00 frames. utt_duration=512.7 frames, utt_pad_proportion=0.02894, over 97.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3201, pruned_loss=0.08561, over 2474660.26 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07395, over 20320.61 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3081, pruned_loss=0.07686, over 2467421.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.04732, over 7747.07 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3216, pruned_loss=0.08613, over 2475753.85 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07468, over 21960.55 utterances.], batch size: 97, lr: 4.28e-04
2022-08-25 00:22:09,421 INFO [train.py:927] (3/8) Epoch 8, batch 16250, giga_loss[loss=0.239, simple_loss=0.314, pruned_loss=0.08203, over 12456.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04054, over 26.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3221, pruned_loss=0.08685, over 2475473.80 frames. utt_duration=465.1 frames, utt_pad_proportion=0.08043, over 21355.29 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3082, pruned_loss=0.07691, over 2467545.66 frames. utt_duration=1276 frames, utt_pad_proportion=0.04713, over 7745.33 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3233, pruned_loss=0.08726, over 2476247.17 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08073, over 22704.50 utterances.], batch size: 26, lr: 4.28e-04
2022-08-25 00:23:55,800 INFO [train.py:927] (3/8) Epoch 8, batch 16300, giga_loss[loss=0.2278, simple_loss=0.3071, pruned_loss=0.07425, over 12303.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.0364, over 51.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3222, pruned_loss=0.08664, over 2474638.31 frames. utt_duration=461.3 frames, utt_pad_proportion=0.08156, over 21526.25 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3082, pruned_loss=0.0771, over 2466976.43 frames. utt_duration=1270 frames, utt_pad_proportion=0.05063, over 7778.92 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3238, pruned_loss=0.08728, over 2476182.97 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08125, over 23307.35 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:25:41,721 INFO [train.py:927] (3/8) Epoch 8, batch 16350, giga_loss[loss=0.2834, simple_loss=0.3372, pruned_loss=0.1148, over 12352.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2058, over 370.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3213, pruned_loss=0.08692, over 2474220.23 frames. utt_duration=448.3 frames, utt_pad_proportion=0.08646, over 22146.70 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3082, pruned_loss=0.07723, over 2466763.66 frames. utt_duration=1260 frames, utt_pad_proportion=0.05473, over 7839.56 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3228, pruned_loss=0.08748, over 2475796.70 frames. utt_duration=418 frames, utt_pad_proportion=0.08482, over 23772.25 utterances.], batch size: 370, lr: 4.28e-04
2022-08-25 00:27:24,643 INFO [train.py:927] (3/8) Epoch 8, batch 16400, libri_loss[loss=0.1968, simple_loss=0.2823, pruned_loss=0.05559, over 12220.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006801, over 31.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3203, pruned_loss=0.08675, over 2474285.89 frames. utt_duration=454 frames, utt_pad_proportion=0.08519, over 21867.71 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3084, pruned_loss=0.07742, over 2466568.21 frames. utt_duration=1247 frames, utt_pad_proportion=0.05955, over 7920.25 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3215, pruned_loss=0.08718, over 2475843.92 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08264, over 23339.43 utterances.], batch size: 31, lr: 4.28e-04
2022-08-25 00:29:09,169 INFO [train.py:927] (3/8) Epoch 8, batch 16450, giga_loss[loss=0.2235, simple_loss=0.3019, pruned_loss=0.07255, over 12364.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02893, over 66.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3208, pruned_loss=0.08739, over 2474512.92 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08679, over 21954.10 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3085, pruned_loss=0.0776, over 2466913.99 frames. utt_duration=1240 frames, utt_pad_proportion=0.06237, over 7964.52 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.322, pruned_loss=0.08786, over 2475671.46 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08414, over 23479.83 utterances.], batch size: 66, lr: 4.28e-04
2022-08-25 00:30:54,695 INFO [train.py:927] (3/8) Epoch 8, batch 16500, giga_loss[loss=0.2871, simple_loss=0.337, pruned_loss=0.1186, over 12339.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3211, pruned_loss=0.08789, over 2474576.28 frames. utt_duration=455.9 frames, utt_pad_proportion=0.08527, over 21782.36 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.308, pruned_loss=0.07742, over 2466736.75 frames. utt_duration=1247 frames, utt_pad_proportion=0.06167, over 7924.59 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3228, pruned_loss=0.08858, over 2475782.59 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08355, over 23266.75 utterances.], batch size: 374, lr: 4.28e-04
2022-08-25 00:32:43,024 INFO [train.py:927] (3/8) Epoch 8, batch 16550, giga_loss[loss=0.2413, simple_loss=0.318, pruned_loss=0.08224, over 12438.00 frames. utt_duration=906 frames, utt_pad_proportion=0.02892, over 55.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.321, pruned_loss=0.08794, over 2474126.05 frames. utt_duration=467.7 frames, utt_pad_proportion=0.08361, over 21224.94 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3082, pruned_loss=0.0777, over 2466691.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.06166, over 7933.78 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3223, pruned_loss=0.08844, over 2475272.97 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08246, over 22635.05 utterances.], batch size: 55, lr: 4.28e-04
2022-08-25 00:34:27,151 INFO [train.py:927] (3/8) Epoch 8, batch 16600, libri_loss[loss=0.2279, simple_loss=0.3029, pruned_loss=0.07641, over 12302.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007554, over 36.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3212, pruned_loss=0.08818, over 2473945.75 frames. utt_duration=455 frames, utt_pad_proportion=0.0886, over 21818.52 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3081, pruned_loss=0.07766, over 2466728.95 frames. utt_duration=1238 frames, utt_pad_proportion=0.06483, over 7977.25 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3229, pruned_loss=0.089, over 2475100.03 frames. utt_duration=424 frames, utt_pad_proportion=0.08685, over 23433.66 utterances.], batch size: 36, lr: 4.28e-04
2022-08-25 00:36:11,078 INFO [train.py:927] (3/8) Epoch 8, batch 16650, giga_loss[loss=0.2581, simple_loss=0.3384, pruned_loss=0.08894, over 12381.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03135, over 51.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3227, pruned_loss=0.08897, over 2473565.01 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08727, over 22302.30 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3077, pruned_loss=0.07741, over 2466537.26 frames. utt_duration=1242 frames, utt_pad_proportion=0.06387, over 7950.88 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3246, pruned_loss=0.09005, over 2474775.38 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08639, over 23867.37 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:37:53,475 INFO [train.py:927] (3/8) Epoch 8, batch 16700, giga_loss[loss=0.3725, simple_loss=0.4043, pruned_loss=0.1704, over 12399.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06317, over 183.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3233, pruned_loss=0.08964, over 2473404.82 frames. utt_duration=460.5 frames, utt_pad_proportion=0.08305, over 21552.02 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3072, pruned_loss=0.0771, over 2466841.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.0622, over 7912.16 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3261, pruned_loss=0.09134, over 2474425.30 frames. utt_duration=422.7 frames, utt_pad_proportion=0.0834, over 23497.19 utterances.], batch size: 183, lr: 4.28e-04
2022-08-25 00:39:38,242 INFO [train.py:927] (3/8) Epoch 8, batch 16750, giga_loss[loss=0.25, simple_loss=0.3294, pruned_loss=0.08528, over 12420.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05518, over 162.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3249, pruned_loss=0.09062, over 2473722.76 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08435, over 22217.14 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3076, pruned_loss=0.07723, over 2467046.17 frames. utt_duration=1244 frames, utt_pad_proportion=0.06232, over 7939.57 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3271, pruned_loss=0.09209, over 2474468.70 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08464, over 23998.41 utterances.], batch size: 162, lr: 4.28e-04
2022-08-25 00:41:23,146 INFO [train.py:927] (3/8) Epoch 8, batch 16800, giga_loss[loss=0.2201, simple_loss=0.2999, pruned_loss=0.07018, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02813, over 48.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3237, pruned_loss=0.08826, over 2473960.08 frames. utt_duration=477.3 frames, utt_pad_proportion=0.0783, over 20798.73 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3076, pruned_loss=0.07714, over 2466918.48 frames. utt_duration=1248 frames, utt_pad_proportion=0.06102, over 7914.83 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3259, pruned_loss=0.08985, over 2474841.59 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07957, over 22621.82 utterances.], batch size: 48, lr: 4.28e-04
2022-08-25 00:43:03,666 INFO [train.py:927] (3/8) Epoch 8, batch 16850, libri_loss[loss=0.2118, simple_loss=0.2958, pruned_loss=0.0639, over 12334.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.06222, over 51.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3219, pruned_loss=0.08645, over 2473799.78 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07205, over 19742.65 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3077, pruned_loss=0.07714, over 2466913.74 frames. utt_duration=1249 frames, utt_pad_proportion=0.05964, over 7908.24 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.324, pruned_loss=0.08806, over 2474746.46 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07421, over 21612.20 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:44:47,273 INFO [train.py:927] (3/8) Epoch 8, batch 16900, giga_loss[loss=0.242, simple_loss=0.3206, pruned_loss=0.08169, over 12467.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04185, over 31.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3225, pruned_loss=0.08678, over 2474742.13 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07226, over 20111.58 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3073, pruned_loss=0.07713, over 2466903.65 frames. utt_duration=1254 frames, utt_pad_proportion=0.05891, over 7877.24 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3249, pruned_loss=0.08824, over 2475641.32 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07423, over 21841.53 utterances.], batch size: 31, lr: 4.28e-04
2022-08-25 00:46:34,890 INFO [train.py:927] (3/8) Epoch 8, batch 16950, giga_loss[loss=0.2255, simple_loss=0.3113, pruned_loss=0.06986, over 12457.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04661, over 34.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3226, pruned_loss=0.08774, over 2474770.69 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07394, over 20381.69 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3072, pruned_loss=0.07714, over 2466945.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.05871, over 7868.85 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3246, pruned_loss=0.08892, over 2475472.31 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07547, over 21798.17 utterances.], batch size: 34, lr: 4.28e-04
2022-08-25 00:48:17,136 INFO [train.py:927] (3/8) Epoch 8, batch 17000, giga_loss[loss=0.2708, simple_loss=0.3376, pruned_loss=0.102, over 12359.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3245, pruned_loss=0.08924, over 2475064.96 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07448, over 20274.91 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3078, pruned_loss=0.07779, over 2467378.86 frames. utt_duration=1243 frames, utt_pad_proportion=0.06261, over 7950.48 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3259, pruned_loss=0.08987, over 2475406.08 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07472, over 21610.44 utterances.], batch size: 62, lr: 4.28e-04
2022-08-25 00:50:00,981 INFO [train.py:927] (3/8) Epoch 8, batch 17050, giga_loss[loss=0.233, simple_loss=0.3202, pruned_loss=0.07288, over 12385.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02644, over 58.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3253, pruned_loss=0.08959, over 2474867.98 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07847, over 20876.33 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3082, pruned_loss=0.07784, over 2467374.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.06164, over 7929.63 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3264, pruned_loss=0.09027, over 2475290.21 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07888, over 22204.12 utterances.], batch size: 58, lr: 4.28e-04
2022-08-25 00:51:42,692 INFO [train.py:927] (3/8) Epoch 8, batch 17100, giga_loss[loss=0.27, simple_loss=0.3441, pruned_loss=0.09795, over 12386.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02956, over 62.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3246, pruned_loss=0.08849, over 2475489.83 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07831, over 20630.30 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.308, pruned_loss=0.07798, over 2467760.22 frames. utt_duration=1233 frames, utt_pad_proportion=0.06552, over 8017.38 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3261, pruned_loss=0.08926, over 2475722.54 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07776, over 22021.64 utterances.], batch size: 62, lr: 4.28e-04
2022-08-25 00:53:27,394 INFO [train.py:927] (3/8) Epoch 8, batch 17150, giga_loss[loss=0.2092, simple_loss=0.2922, pruned_loss=0.0631, over 12387.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03283, over 80.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3226, pruned_loss=0.08726, over 2474922.11 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07515, over 20119.84 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3077, pruned_loss=0.07784, over 2467945.90 frames. utt_duration=1235 frames, utt_pad_proportion=0.06385, over 8004.16 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3247, pruned_loss=0.08835, over 2475206.17 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07562, over 21704.99 utterances.], batch size: 80, lr: 4.27e-04
2022-08-25 00:55:10,768 INFO [train.py:927] (3/8) Epoch 8, batch 17200, giga_loss[loss=0.264, simple_loss=0.3325, pruned_loss=0.09776, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06869, over 212.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3208, pruned_loss=0.08691, over 2474671.21 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07831, over 20288.90 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.308, pruned_loss=0.07813, over 2468022.79 frames. utt_duration=1214 frames, utt_pad_proportion=0.07176, over 8141.93 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3227, pruned_loss=0.08781, over 2475052.69 frames. utt_duration=455 frames, utt_pad_proportion=0.07586, over 21828.80 utterances.], batch size: 212, lr: 4.27e-04
2022-08-25 00:56:54,901 INFO [train.py:927] (3/8) Epoch 8, batch 17250, giga_loss[loss=0.3776, simple_loss=0.4136, pruned_loss=0.1708, over 12368.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0754, over 212.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3191, pruned_loss=0.08655, over 2474662.95 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07631, over 20132.48 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3082, pruned_loss=0.07829, over 2468585.83 frames. utt_duration=1206 frames, utt_pad_proportion=0.07485, over 8197.26 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3207, pruned_loss=0.08736, over 2474634.57 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07354, over 21646.25 utterances.], batch size: 212, lr: 4.27e-04
2022-08-25 00:58:43,849 INFO [train.py:927] (3/8) Epoch 8, batch 17300, libri_loss[loss=0.2613, simple_loss=0.342, pruned_loss=0.09033, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006184, over 36.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3194, pruned_loss=0.0864, over 2475334.63 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07336, over 20629.84 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3087, pruned_loss=0.07841, over 2468754.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.07365, over 8178.44 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3204, pruned_loss=0.08708, over 2475265.83 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07177, over 22064.06 utterances.], batch size: 36, lr: 4.27e-04
2022-08-25 01:00:27,249 INFO [train.py:927] (3/8) Epoch 8, batch 17350, libri_loss[loss=0.2541, simple_loss=0.3238, pruned_loss=0.0922, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00705, over 36.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3176, pruned_loss=0.08287, over 2475398.78 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07378, over 21340.65 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3091, pruned_loss=0.07848, over 2468950.86 frames. utt_duration=1208 frames, utt_pad_proportion=0.07264, over 8187.59 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08352, over 2475354.05 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0729, over 22829.95 utterances.], batch size: 36, lr: 4.27e-04
2022-08-25 01:02:07,155 INFO [train.py:927] (3/8) Epoch 8, batch 17400, giga_loss[loss=0.1892, simple_loss=0.2841, pruned_loss=0.04716, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3138, pruned_loss=0.07867, over 2475260.98 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07391, over 21461.52 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3088, pruned_loss=0.07836, over 2469061.50 frames. utt_duration=1203 frames, utt_pad_proportion=0.07524, over 8221.75 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.315, pruned_loss=0.07941, over 2475341.18 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07254, over 23128.56 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:03:51,455 INFO [train.py:927] (3/8) Epoch 8, batch 17450, giga_loss[loss=0.1781, simple_loss=0.2872, pruned_loss=0.03454, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3112, pruned_loss=0.07558, over 2475306.94 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07866, over 22859.23 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.309, pruned_loss=0.07852, over 2468900.81 frames. utt_duration=1204 frames, utt_pad_proportion=0.0739, over 8213.22 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.312, pruned_loss=0.076, over 2475661.42 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07779, over 24518.72 utterances.], batch size: 75, lr: 4.27e-04
2022-08-25 01:05:42,721 INFO [train.py:927] (3/8) Epoch 8, batch 17500, giga_loss[loss=0.2282, simple_loss=0.3091, pruned_loss=0.07364, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02296, over 48.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3116, pruned_loss=0.07457, over 2474972.46 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07401, over 22789.70 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.309, pruned_loss=0.07855, over 2468661.87 frames. utt_duration=1208 frames, utt_pad_proportion=0.07297, over 8182.17 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3123, pruned_loss=0.07482, over 2475579.89 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07387, over 24390.56 utterances.], batch size: 48, lr: 4.27e-04
2022-08-25 01:07:24,193 INFO [train.py:927] (3/8) Epoch 8, batch 17550, giga_loss[loss=0.1879, simple_loss=0.2747, pruned_loss=0.05053, over 12366.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05316, over 161.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3088, pruned_loss=0.07227, over 2475368.10 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07036, over 22598.52 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3084, pruned_loss=0.07821, over 2468477.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.07135, over 8140.20 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3099, pruned_loss=0.07265, over 2476194.33 frames. utt_duration=408.8 frames, utt_pad_proportion=0.071, over 24313.35 utterances.], batch size: 161, lr: 4.27e-04
2022-08-25 01:09:10,966 INFO [train.py:927] (3/8) Epoch 8, batch 17600, giga_loss[loss=0.2255, simple_loss=0.305, pruned_loss=0.07299, over 12331.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03061, over 85.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3076, pruned_loss=0.07109, over 2475527.22 frames. utt_duration=432 frames, utt_pad_proportion=0.07047, over 22999.76 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3084, pruned_loss=0.07806, over 2468368.86 frames. utt_duration=1218 frames, utt_pad_proportion=0.07057, over 8117.20 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3085, pruned_loss=0.07143, over 2476376.07 frames. utt_duration=404.6 frames, utt_pad_proportion=0.0712, over 24572.59 utterances.], batch size: 85, lr: 4.27e-04
2022-08-25 01:10:51,103 INFO [train.py:927] (3/8) Epoch 8, batch 17650, giga_loss[loss=0.2138, simple_loss=0.3079, pruned_loss=0.05984, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3055, pruned_loss=0.06934, over 2475549.67 frames. utt_duration=420.3 frames, utt_pad_proportion=0.07014, over 23640.35 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3081, pruned_loss=0.07767, over 2468485.23 frames. utt_duration=1222 frames, utt_pad_proportion=0.06878, over 8091.22 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3065, pruned_loss=0.0697, over 2476391.54 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07124, over 25471.32 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:12:37,237 INFO [train.py:927] (3/8) Epoch 8, batch 17700, giga_loss[loss=0.2102, simple_loss=0.2915, pruned_loss=0.06439, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3014, pruned_loss=0.0667, over 2475889.34 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06983, over 24488.38 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3081, pruned_loss=0.07762, over 2468744.64 frames. utt_duration=1223 frames, utt_pad_proportion=0.06807, over 8085.91 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.302, pruned_loss=0.0669, over 2476421.09 frames. utt_duration=380.4 frames, utt_pad_proportion=0.07088, over 26139.70 utterances.], batch size: 183, lr: 4.27e-04
2022-08-25 01:14:24,421 INFO [train.py:927] (3/8) Epoch 8, batch 17750, giga_loss[loss=0.2148, simple_loss=0.3036, pruned_loss=0.06297, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0379, over 123.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.299, pruned_loss=0.06576, over 2476301.90 frames. utt_duration=384.1 frames, utt_pad_proportion=0.07704, over 25885.69 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.308, pruned_loss=0.07757, over 2468877.92 frames. utt_duration=1225 frames, utt_pad_proportion=0.06786, over 8074.48 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2995, pruned_loss=0.06592, over 2476636.10 frames. utt_duration=364.9 frames, utt_pad_proportion=0.07753, over 27256.40 utterances.], batch size: 123, lr: 4.27e-04
2022-08-25 01:16:20,525 INFO [train.py:927] (3/8) Epoch 8, batch 17800, giga_loss[loss=0.2054, simple_loss=0.2865, pruned_loss=0.06211, over 12363.00 frames. utt_duration=140.9 frames, utt_pad_proportion=0.171, over 354.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3007, pruned_loss=0.06588, over 2476506.04 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07437, over 25026.97 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3081, pruned_loss=0.0777, over 2469063.76 frames. utt_duration=1230 frames, utt_pad_proportion=0.0668, over 8038.11 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.301, pruned_loss=0.06559, over 2476782.09 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07523, over 26558.96 utterances.], batch size: 354, lr: 4.27e-04
2022-08-25 01:18:26,569 INFO [train.py:927] (3/8) Epoch 8, batch 17850, giga_loss[loss=0.2017, simple_loss=0.2927, pruned_loss=0.05532, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03848, over 113.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2991, pruned_loss=0.06415, over 2477110.44 frames. utt_duration=410.7 frames, utt_pad_proportion=0.0704, over 24207.58 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3077, pruned_loss=0.07749, over 2469229.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.06633, over 8020.76 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2995, pruned_loss=0.06399, over 2477248.56 frames. utt_duration=388.9 frames, utt_pad_proportion=0.07145, over 25570.90 utterances.], batch size: 113, lr: 4.27e-04
2022-08-25 01:20:25,785 INFO [train.py:927] (3/8) Epoch 8, batch 17900, giga_loss[loss=0.1882, simple_loss=0.288, pruned_loss=0.04421, over 12352.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2979, pruned_loss=0.06295, over 2477051.32 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07012, over 24298.61 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3076, pruned_loss=0.07754, over 2469214.34 frames. utt_duration=1235 frames, utt_pad_proportion=0.06519, over 8010.17 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2981, pruned_loss=0.06236, over 2477397.85 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07133, over 25910.82 utterances.], batch size: 70, lr: 4.27e-04
2022-08-25 01:22:33,767 INFO [train.py:927] (3/8) Epoch 8, batch 17950, giga_loss[loss=0.2076, simple_loss=0.2989, pruned_loss=0.05809, over 12392.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02462, over 66.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.296, pruned_loss=0.06224, over 2477643.83 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06652, over 24472.25 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07732, over 2469600.41 frames. utt_duration=1236 frames, utt_pad_proportion=0.06424, over 7998.98 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2962, pruned_loss=0.0617, over 2477716.09 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06796, over 26061.23 utterances.], batch size: 66, lr: 4.27e-04
2022-08-25 01:24:29,745 INFO [train.py:927] (3/8) Epoch 8, batch 18000, giga_loss[loss=0.2233, simple_loss=0.3141, pruned_loss=0.06628, over 12449.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04401, over 134.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2957, pruned_loss=0.06261, over 2477307.33 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07053, over 25250.33 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3077, pruned_loss=0.07758, over 2469734.17 frames. utt_duration=1226 frames, utt_pad_proportion=0.06771, over 8065.15 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2953, pruned_loss=0.06168, over 2477387.92 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07046, over 26738.83 utterances.], batch size: 134, lr: 4.27e-04
2022-08-25 01:24:29,746 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 01:24:44,872 INFO [train.py:967] (3/8) 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 01:27:01,050 INFO [train.py:927] (3/8) Epoch 8, batch 18050, giga_loss[loss=0.1872, simple_loss=0.2728, pruned_loss=0.05077, over 12425.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03049, over 80.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2967, pruned_loss=0.06248, over 2477531.70 frames. utt_duration=400.2 frames, utt_pad_proportion=0.0705, over 24844.38 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3081, pruned_loss=0.07774, over 2470020.43 frames. utt_duration=1220 frames, utt_pad_proportion=0.06786, over 8110.38 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2959, pruned_loss=0.06134, over 2477465.90 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07043, over 26291.93 utterances.], batch size: 80, lr: 4.27e-04
2022-08-25 01:29:02,799 INFO [train.py:927] (3/8) Epoch 8, batch 18100, giga_loss[loss=0.2423, simple_loss=0.3087, pruned_loss=0.08791, over 12376.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09918, over 256.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2955, pruned_loss=0.06209, over 2477049.39 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06827, over 24329.34 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3077, pruned_loss=0.07755, over 2469910.33 frames. utt_duration=1226 frames, utt_pad_proportion=0.06609, over 8065.24 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2948, pruned_loss=0.06086, over 2477301.62 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06884, over 26030.28 utterances.], batch size: 256, lr: 4.26e-04
2022-08-25 01:31:06,475 INFO [train.py:927] (3/8) Epoch 8, batch 18150, giga_loss[loss=0.1594, simple_loss=0.2389, pruned_loss=0.04, over 12373.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1794, over 358.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2975, pruned_loss=0.06185, over 2477490.37 frames. utt_duration=387.9 frames, utt_pad_proportion=0.07224, over 25629.16 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3068, pruned_loss=0.07721, over 2469626.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06494, over 8023.05 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2974, pruned_loss=0.06083, over 2478115.41 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07278, over 27406.91 utterances.], batch size: 358, lr: 4.26e-04
2022-08-25 01:33:10,587 INFO [train.py:927] (3/8) Epoch 8, batch 18200, giga_loss[loss=0.1771, simple_loss=0.2769, pruned_loss=0.03865, over 12464.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03076, over 75.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2983, pruned_loss=0.06056, over 2477558.34 frames. utt_duration=400 frames, utt_pad_proportion=0.06874, over 24854.19 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3069, pruned_loss=0.0772, over 2469673.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.06357, over 8003.55 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2979, pruned_loss=0.05931, over 2478238.88 frames. utt_duration=371.5 frames, utt_pad_proportion=0.06983, over 26770.18 utterances.], batch size: 75, lr: 4.26e-04
2022-08-25 01:35:14,425 INFO [train.py:927] (3/8) Epoch 8, batch 18250, giga_loss[loss=0.1848, simple_loss=0.2679, pruned_loss=0.05081, over 12351.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03329, over 51.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2988, pruned_loss=0.06127, over 2477867.87 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07086, over 25415.09 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3066, pruned_loss=0.07711, over 2469631.76 frames. utt_duration=1235 frames, utt_pad_proportion=0.06355, over 8010.67 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2985, pruned_loss=0.06006, over 2478575.01 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07162, over 27243.99 utterances.], batch size: 51, lr: 4.26e-04
2022-08-25 01:37:42,572 INFO [train.py:927] (3/8) Epoch 8, batch 18300, giga_loss[loss=0.19, simple_loss=0.2776, pruned_loss=0.0512, over 12447.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02893, over 80.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2994, pruned_loss=0.06244, over 2477429.23 frames. utt_duration=408.8 frames, utt_pad_proportion=0.07067, over 24310.91 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3069, pruned_loss=0.07743, over 2469729.68 frames. utt_duration=1213 frames, utt_pad_proportion=0.07072, over 8154.32 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2986, pruned_loss=0.06049, over 2478275.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06947, over 26444.18 utterances.], batch size: 80, lr: 4.26e-04
2022-08-25 01:39:53,031 INFO [train.py:927] (3/8) Epoch 8, batch 18350, giga_loss[loss=0.2033, simple_loss=0.2897, pruned_loss=0.05842, over 12180.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04325, over 28.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2961, pruned_loss=0.06134, over 2477949.67 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07278, over 24537.57 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3069, pruned_loss=0.07742, over 2469510.08 frames. utt_duration=1215 frames, utt_pad_proportion=0.07019, over 8140.82 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05968, over 2478883.36 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07184, over 26373.02 utterances.], batch size: 28, lr: 4.26e-04
2022-08-25 01:41:57,142 INFO [train.py:927] (3/8) Epoch 8, batch 18400, giga_loss[loss=0.1881, simple_loss=0.2781, pruned_loss=0.04904, over 12478.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02696, over 55.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2959, pruned_loss=0.06204, over 2478698.08 frames. utt_duration=397.6 frames, utt_pad_proportion=0.0769, over 25007.54 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3074, pruned_loss=0.07788, over 2469791.73 frames. utt_duration=1210 frames, utt_pad_proportion=0.07239, over 8172.11 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2944, pruned_loss=0.05969, over 2479534.52 frames. utt_duration=367 frames, utt_pad_proportion=0.07545, over 27109.12 utterances.], batch size: 55, lr: 4.26e-04
2022-08-25 01:43:59,551 INFO [train.py:927] (3/8) Epoch 8, batch 18450, giga_loss[loss=0.1929, simple_loss=0.2773, pruned_loss=0.05422, over 12361.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04864, over 34.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2965, pruned_loss=0.06216, over 2478302.24 frames. utt_duration=408.6 frames, utt_pad_proportion=0.07192, over 24332.28 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.307, pruned_loss=0.07771, over 2469529.53 frames. utt_duration=1214 frames, utt_pad_proportion=0.07133, over 8146.85 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06016, over 2479374.65 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07139, over 26325.50 utterances.], batch size: 34, lr: 4.26e-04
2022-08-25 01:46:00,099 INFO [train.py:927] (3/8) Epoch 8, batch 18500, giga_loss[loss=0.2668, simple_loss=0.342, pruned_loss=0.09583, over 12436.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03746, over 133.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.296, pruned_loss=0.06278, over 2478041.97 frames. utt_duration=404.2 frames, utt_pad_proportion=0.0738, over 24597.14 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3062, pruned_loss=0.07728, over 2469425.79 frames. utt_duration=1219 frames, utt_pad_proportion=0.06996, over 8116.07 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2955, pruned_loss=0.06085, over 2479449.29 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07367, over 27018.92 utterances.], batch size: 133, lr: 4.26e-04
2022-08-25 01:48:13,539 INFO [train.py:927] (3/8) Epoch 8, batch 18550, giga_loss[loss=0.2142, simple_loss=0.3083, pruned_loss=0.06008, over 12406.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05201, over 161.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2978, pruned_loss=0.06305, over 2478128.22 frames. utt_duration=400.9 frames, utt_pad_proportion=0.07184, over 24797.90 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.306, pruned_loss=0.07715, over 2469641.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.0689, over 8093.86 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2974, pruned_loss=0.06138, over 2479205.50 frames. utt_duration=368.2 frames, utt_pad_proportion=0.0722, over 27016.42 utterances.], batch size: 161, lr: 4.26e-04
2022-08-25 01:50:27,207 INFO [train.py:927] (3/8) Epoch 8, batch 18600, libri_loss[loss=0.2561, simple_loss=0.3228, pruned_loss=0.09474, over 12414.00 frames. utt_duration=742.4 frames, utt_pad_proportion=0.1544, over 67.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2971, pruned_loss=0.06268, over 2477536.06 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07099, over 24595.60 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3058, pruned_loss=0.07711, over 2469055.03 frames. utt_duration=1213 frames, utt_pad_proportion=0.07201, over 8149.08 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2966, pruned_loss=0.06085, over 2479204.93 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07056, over 26922.36 utterances.], batch size: 67, lr: 4.26e-04
2022-08-25 01:52:33,442 INFO [train.py:927] (3/8) Epoch 8, batch 18650, giga_loss[loss=0.193, simple_loss=0.2814, pruned_loss=0.05229, over 12379.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0458, over 146.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.293, pruned_loss=0.06184, over 2477904.33 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06803, over 24375.04 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3056, pruned_loss=0.07716, over 2469037.33 frames. utt_duration=1217 frames, utt_pad_proportion=0.0705, over 8126.86 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2926, pruned_loss=0.05995, over 2479505.99 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06831, over 26695.86 utterances.], batch size: 146, lr: 4.26e-04
2022-08-25 01:54:24,400 INFO [train.py:927] (3/8) Epoch 8, batch 18700, giga_loss[loss=0.2168, simple_loss=0.2979, pruned_loss=0.0679, over 12400.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07783, over 213.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2926, pruned_loss=0.06179, over 2477416.41 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06851, over 24588.35 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3057, pruned_loss=0.0771, over 2469049.65 frames. utt_duration=1215 frames, utt_pad_proportion=0.06962, over 8137.79 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2919, pruned_loss=0.05991, over 2478914.54 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06895, over 26899.78 utterances.], batch size: 213, lr: 4.26e-04
2022-08-25 01:56:27,806 INFO [train.py:927] (3/8) Epoch 8, batch 18750, giga_loss[loss=0.1936, simple_loss=0.2694, pruned_loss=0.05891, over 12363.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1806, over 358.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2906, pruned_loss=0.0604, over 2477725.95 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07033, over 24875.85 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3052, pruned_loss=0.07693, over 2468666.68 frames. utt_duration=1223 frames, utt_pad_proportion=0.06816, over 8087.23 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2901, pruned_loss=0.05862, over 2479509.71 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07093, over 27237.64 utterances.], batch size: 358, lr: 4.26e-04
2022-08-25 01:58:44,036 INFO [train.py:927] (3/8) Epoch 8, batch 18800, giga_loss[loss=0.1758, simple_loss=0.2698, pruned_loss=0.04092, over 12356.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02716, over 66.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2891, pruned_loss=0.05988, over 2477494.22 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06976, over 25189.01 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3052, pruned_loss=0.077, over 2468528.75 frames. utt_duration=1224 frames, utt_pad_proportion=0.06763, over 8075.39 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2885, pruned_loss=0.05827, over 2479121.25 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07043, over 27211.89 utterances.], batch size: 66, lr: 4.26e-04
2022-08-25 02:00:56,617 INFO [train.py:927] (3/8) Epoch 8, batch 18850, giga_loss[loss=0.2003, simple_loss=0.2854, pruned_loss=0.05765, over 12383.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07111, over 211.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2888, pruned_loss=0.05904, over 2477537.46 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06817, over 24433.75 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.305, pruned_loss=0.07688, over 2468102.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.06661, over 8049.08 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2882, pruned_loss=0.05758, over 2479331.61 frames. utt_duration=377.6 frames, utt_pad_proportion=0.0691, over 26345.05 utterances.], batch size: 211, lr: 4.26e-04
2022-08-25 02:02:54,198 INFO [train.py:927] (3/8) Epoch 8, batch 18900, giga_loss[loss=0.1866, simple_loss=0.2747, pruned_loss=0.0492, over 12415.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03096, over 122.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2885, pruned_loss=0.05888, over 2477815.72 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06937, over 24830.55 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3052, pruned_loss=0.07682, over 2467968.30 frames. utt_duration=1231 frames, utt_pad_proportion=0.06589, over 8027.45 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2877, pruned_loss=0.05755, over 2479490.05 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07022, over 26582.59 utterances.], batch size: 122, lr: 4.26e-04
2022-08-25 02:04:57,093 INFO [train.py:927] (3/8) Epoch 8, batch 18950, giga_loss[loss=0.2088, simple_loss=0.2985, pruned_loss=0.05957, over 12394.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2915, pruned_loss=0.05883, over 2478488.26 frames. utt_duration=390.8 frames, utt_pad_proportion=0.06825, over 25447.33 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3057, pruned_loss=0.07691, over 2468145.26 frames. utt_duration=1230 frames, utt_pad_proportion=0.06556, over 8037.12 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2903, pruned_loss=0.05756, over 2479738.92 frames. utt_duration=369.1 frames, utt_pad_proportion=0.06907, over 26961.43 utterances.], batch size: 133, lr: 4.26e-04
2022-08-25 02:06:58,011 INFO [train.py:927] (3/8) Epoch 8, batch 19000, giga_loss[loss=0.2011, simple_loss=0.2869, pruned_loss=0.05761, over 12402.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07484, over 213.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2932, pruned_loss=0.05956, over 2478238.41 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06593, over 25061.38 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.306, pruned_loss=0.07719, over 2468205.60 frames. utt_duration=1227 frames, utt_pad_proportion=0.06549, over 8055.36 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2918, pruned_loss=0.05804, over 2479311.53 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06673, over 26467.23 utterances.], batch size: 213, lr: 4.26e-04
2022-08-25 02:09:00,566 INFO [train.py:927] (3/8) Epoch 8, batch 19050, giga_loss[loss=0.205, simple_loss=0.2943, pruned_loss=0.05779, over 12417.00 frames. utt_duration=622 frames, utt_pad_proportion=0.0326, over 80.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2915, pruned_loss=0.05837, over 2477955.13 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06122, over 23700.78 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3057, pruned_loss=0.07696, over 2467873.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.0643, over 8017.39 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2904, pruned_loss=0.05694, over 2479388.85 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06246, over 25252.00 utterances.], batch size: 80, lr: 4.25e-04
2022-08-25 02:11:02,280 INFO [train.py:927] (3/8) Epoch 8, batch 19100, giga_loss[loss=0.1994, simple_loss=0.2905, pruned_loss=0.05416, over 12389.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2903, pruned_loss=0.05802, over 2477976.40 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06017, over 23619.28 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3055, pruned_loss=0.07685, over 2467574.90 frames. utt_duration=1236 frames, utt_pad_proportion=0.06361, over 7996.21 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2894, pruned_loss=0.05675, over 2479527.87 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06138, over 25072.29 utterances.], batch size: 146, lr: 4.25e-04
2022-08-25 02:13:09,675 INFO [train.py:927] (3/8) Epoch 8, batch 19150, giga_loss[loss=0.2121, simple_loss=0.3041, pruned_loss=0.06001, over 12403.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.292, pruned_loss=0.05892, over 2477664.48 frames. utt_duration=423.1 frames, utt_pad_proportion=0.0605, over 23490.02 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3054, pruned_loss=0.07675, over 2467486.12 frames. utt_duration=1240 frames, utt_pad_proportion=0.06228, over 7967.46 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.291, pruned_loss=0.0575, over 2479277.62 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06179, over 25085.68 utterances.], batch size: 183, lr: 4.25e-04
2022-08-25 02:15:05,536 INFO [train.py:927] (3/8) Epoch 8, batch 19200, giga_loss[loss=0.2631, simple_loss=0.3295, pruned_loss=0.0983, over 12399.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2938, pruned_loss=0.06029, over 2477751.23 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06203, over 24105.60 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3051, pruned_loss=0.07653, over 2467465.77 frames. utt_duration=1246 frames, utt_pad_proportion=0.06118, over 7930.62 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.293, pruned_loss=0.05896, over 2479285.33 frames. utt_duration=386 frames, utt_pad_proportion=0.06324, over 25770.86 utterances.], batch size: 258, lr: 4.25e-04
2022-08-25 02:17:07,498 INFO [train.py:927] (3/8) Epoch 8, batch 19250, giga_loss[loss=0.2051, simple_loss=0.2885, pruned_loss=0.06085, over 12439.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03467, over 43.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2945, pruned_loss=0.06009, over 2476908.97 frames. utt_duration=419.5 frames, utt_pad_proportion=0.0629, over 23683.18 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3044, pruned_loss=0.07604, over 2466900.72 frames. utt_duration=1249 frames, utt_pad_proportion=0.06027, over 7910.99 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05903, over 2478928.06 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06409, over 25462.95 utterances.], batch size: 43, lr: 4.25e-04
2022-08-25 02:19:23,300 INFO [train.py:927] (3/8) Epoch 8, batch 19300, libri_loss[loss=0.2008, simple_loss=0.2845, pruned_loss=0.05859, over 12226.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006456, over 31.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2936, pruned_loss=0.05988, over 2477303.77 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06447, over 24016.32 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3046, pruned_loss=0.0759, over 2466695.69 frames. utt_duration=1250 frames, utt_pad_proportion=0.05966, over 7901.71 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2929, pruned_loss=0.05889, over 2479293.95 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06551, over 25735.29 utterances.], batch size: 31, lr: 4.25e-04
2022-08-25 02:21:18,539 INFO [train.py:927] (3/8) Epoch 8, batch 19350, giga_loss[loss=0.2333, simple_loss=0.3155, pruned_loss=0.07553, over 12439.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03678, over 98.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2933, pruned_loss=0.0598, over 2477531.41 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06582, over 24349.43 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3048, pruned_loss=0.07597, over 2466640.98 frames. utt_duration=1250 frames, utt_pad_proportion=0.05906, over 7904.69 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2924, pruned_loss=0.05865, over 2479362.27 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06677, over 26012.09 utterances.], batch size: 98, lr: 4.25e-04
2022-08-25 02:23:25,476 INFO [train.py:927] (3/8) Epoch 8, batch 19400, giga_loss[loss=0.1871, simple_loss=0.2615, pruned_loss=0.05634, over 12362.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2924, pruned_loss=0.0598, over 2477203.17 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06547, over 24375.43 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3047, pruned_loss=0.07598, over 2466534.87 frames. utt_duration=1247 frames, utt_pad_proportion=0.05953, over 7918.52 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2916, pruned_loss=0.05875, over 2478822.81 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06615, over 25809.53 utterances.], batch size: 356, lr: 4.25e-04
2022-08-25 02:25:27,694 INFO [train.py:927] (3/8) Epoch 8, batch 19450, giga_loss[loss=0.2125, simple_loss=0.3099, pruned_loss=0.05752, over 12226.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02984, over 39.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.292, pruned_loss=0.05923, over 2476844.57 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06439, over 23912.06 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3049, pruned_loss=0.07602, over 2466623.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.05821, over 7896.24 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.291, pruned_loss=0.05793, over 2478319.21 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06539, over 25505.46 utterances.], batch size: 39, lr: 4.25e-04
2022-08-25 02:27:25,239 INFO [train.py:927] (3/8) Epoch 8, batch 19500, giga_loss[loss=0.1868, simple_loss=0.2824, pruned_loss=0.04563, over 12435.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05176, over 162.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.0582, over 2476656.09 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06434, over 23575.47 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3047, pruned_loss=0.07578, over 2466462.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05738, over 7878.40 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05708, over 2478144.48 frames. utt_duration=395.7 frames, utt_pad_proportion=0.0654, over 25125.79 utterances.], batch size: 162, lr: 4.25e-04
2022-08-25 02:29:31,315 INFO [train.py:927] (3/8) Epoch 8, batch 19550, giga_loss[loss=0.1948, simple_loss=0.269, pruned_loss=0.06027, over 12395.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1876, over 362.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2942, pruned_loss=0.0585, over 2477015.87 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06713, over 24087.49 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3052, pruned_loss=0.07592, over 2466314.38 frames. utt_duration=1245 frames, utt_pad_proportion=0.06108, over 7933.79 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2928, pruned_loss=0.05708, over 2478565.12 frames. utt_duration=388 frames, utt_pad_proportion=0.06675, over 25630.74 utterances.], batch size: 362, lr: 4.25e-04
2022-08-25 02:31:47,295 INFO [train.py:927] (3/8) Epoch 8, batch 19600, giga_loss[loss=0.2156, simple_loss=0.306, pruned_loss=0.06262, over 12431.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04872, over 147.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2952, pruned_loss=0.05843, over 2477489.43 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06668, over 24275.31 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3057, pruned_loss=0.07583, over 2466127.09 frames. utt_duration=1250 frames, utt_pad_proportion=0.06022, over 7903.41 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2933, pruned_loss=0.05705, over 2479115.08 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06667, over 25844.98 utterances.], batch size: 147, lr: 4.25e-04
2022-08-25 02:34:00,736 INFO [train.py:927] (3/8) Epoch 8, batch 19650, giga_loss[loss=0.1953, simple_loss=0.2894, pruned_loss=0.05062, over 12414.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0504, over 34.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2972, pruned_loss=0.05897, over 2477440.24 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06666, over 23966.76 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3067, pruned_loss=0.07579, over 2466058.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.05904, over 7874.30 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2947, pruned_loss=0.05738, over 2479171.77 frames. utt_duration=386.1 frames, utt_pad_proportion=0.067, over 25766.06 utterances.], batch size: 34, lr: 4.25e-04
2022-08-25 02:36:16,965 INFO [train.py:927] (3/8) Epoch 8, batch 19700, giga_loss[loss=0.1674, simple_loss=0.2592, pruned_loss=0.03783, over 12304.00 frames. utt_duration=849.8 frames, utt_pad_proportion=0.03646, over 58.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2975, pruned_loss=0.05955, over 2477545.95 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06495, over 23392.24 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3068, pruned_loss=0.07586, over 2466353.12 frames. utt_duration=1252 frames, utt_pad_proportion=0.05928, over 7889.12 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2953, pruned_loss=0.05799, over 2478801.28 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06528, over 25015.73 utterances.], batch size: 58, lr: 4.25e-04
2022-08-25 02:38:33,516 INFO [train.py:927] (3/8) Epoch 8, batch 19750, giga_loss[loss=0.1921, simple_loss=0.2771, pruned_loss=0.05354, over 12380.00 frames. utt_duration=141 frames, utt_pad_proportion=0.1703, over 354.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2958, pruned_loss=0.05873, over 2477788.90 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06504, over 23236.72 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3069, pruned_loss=0.07585, over 2466408.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.05863, over 7892.31 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2935, pruned_loss=0.05695, over 2479118.42 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06552, over 25023.15 utterances.], batch size: 354, lr: 4.25e-04
2022-08-25 02:40:33,534 INFO [train.py:927] (3/8) Epoch 8, batch 19800, giga_loss[loss=0.2048, simple_loss=0.2993, pruned_loss=0.05512, over 12350.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2945, pruned_loss=0.05829, over 2477871.23 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06986, over 24188.62 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3068, pruned_loss=0.0759, over 2466460.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.05822, over 7880.45 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2927, pruned_loss=0.05669, over 2478963.08 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07007, over 25733.20 utterances.], batch size: 97, lr: 4.25e-04
2022-08-25 02:42:26,935 INFO [train.py:927] (3/8) Epoch 8, batch 19850, giga_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05704, over 12363.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02899, over 91.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2969, pruned_loss=0.05984, over 2477484.57 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07067, over 24448.41 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3071, pruned_loss=0.07606, over 2466502.57 frames. utt_duration=1241 frames, utt_pad_proportion=0.06149, over 7961.35 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2948, pruned_loss=0.05789, over 2478671.10 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07003, over 26131.89 utterances.], batch size: 91, lr: 4.25e-04
2022-08-25 02:44:15,459 INFO [train.py:927] (3/8) Epoch 8, batch 19900, giga_loss[loss=0.2042, simple_loss=0.3005, pruned_loss=0.05395, over 12424.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03898, over 133.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06032, over 2477225.09 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07003, over 24401.12 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3069, pruned_loss=0.07604, over 2466519.33 frames. utt_duration=1233 frames, utt_pad_proportion=0.06423, over 8010.33 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.294, pruned_loss=0.05807, over 2478641.40 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06885, over 26406.49 utterances.], batch size: 133, lr: 4.25e-04
2022-08-25 02:46:09,046 INFO [train.py:927] (3/8) Epoch 8, batch 19950, giga_loss[loss=0.2174, simple_loss=0.312, pruned_loss=0.0614, over 12431.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.03728, over 86.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2984, pruned_loss=0.06217, over 2477243.42 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07407, over 25206.42 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3071, pruned_loss=0.07612, over 2466558.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.06375, over 8008.25 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2966, pruned_loss=0.0602, over 2478413.34 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07305, over 26932.71 utterances.], batch size: 86, lr: 4.25e-04
2022-08-25 02:47:54,542 INFO [train.py:927] (3/8) Epoch 8, batch 20000, giga_loss[loss=0.2025, simple_loss=0.2958, pruned_loss=0.05464, over 12396.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03378, over 122.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3043, pruned_loss=0.06524, over 2475994.44 frames. utt_duration=412.2 frames, utt_pad_proportion=0.07307, over 24099.07 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3072, pruned_loss=0.07626, over 2466585.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.0628, over 7994.09 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3027, pruned_loss=0.06328, over 2477121.75 frames. utt_duration=384.6 frames, utt_pad_proportion=0.07258, over 25847.04 utterances.], batch size: 122, lr: 4.24e-04
2022-08-25 02:49:37,524 INFO [train.py:927] (3/8) Epoch 8, batch 20050, giga_loss[loss=0.2544, simple_loss=0.3446, pruned_loss=0.08204, over 12399.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0637, over 183.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3024, pruned_loss=0.06544, over 2475812.44 frames. utt_duration=429 frames, utt_pad_proportion=0.07215, over 23152.71 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3072, pruned_loss=0.07639, over 2466413.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06188, over 7975.32 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.301, pruned_loss=0.06358, over 2477009.69 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07213, over 24826.71 utterances.], batch size: 183, lr: 4.24e-04
2022-08-25 02:51:19,224 INFO [train.py:927] (3/8) Epoch 8, batch 20100, giga_loss[loss=0.1863, simple_loss=0.2571, pruned_loss=0.05769, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02995, over 42.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2957, pruned_loss=0.06345, over 2475204.18 frames. utt_duration=434 frames, utt_pad_proportion=0.07651, over 22885.13 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3072, pruned_loss=0.07625, over 2466097.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06178, over 7991.97 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2945, pruned_loss=0.06177, over 2476670.61 frames. utt_duration=404 frames, utt_pad_proportion=0.07634, over 24602.58 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 02:53:04,083 INFO [train.py:927] (3/8) Epoch 8, batch 20150, giga_loss[loss=0.1567, simple_loss=0.2443, pruned_loss=0.03458, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03355, over 104.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2875, pruned_loss=0.06017, over 2474377.24 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07262, over 21797.77 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3071, pruned_loss=0.0762, over 2466271.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.06102, over 7963.30 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2862, pruned_loss=0.05863, over 2475552.04 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07301, over 23442.91 utterances.], batch size: 104, lr: 4.24e-04
2022-08-25 02:54:48,517 INFO [train.py:927] (3/8) Epoch 8, batch 20200, giga_loss[loss=0.1608, simple_loss=0.244, pruned_loss=0.03874, over 12447.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03554, over 86.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2824, pruned_loss=0.0586, over 2474453.85 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07594, over 21986.92 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3071, pruned_loss=0.07609, over 2466228.38 frames. utt_duration=1243 frames, utt_pad_proportion=0.06057, over 7948.70 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2813, pruned_loss=0.05733, over 2475489.69 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07622, over 23420.37 utterances.], batch size: 86, lr: 4.24e-04
2022-08-25 02:56:32,133 INFO [train.py:927] (3/8) Epoch 8, batch 20250, libri_loss[loss=0.2492, simple_loss=0.3242, pruned_loss=0.08707, over 12393.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02496, over 43.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2779, pruned_loss=0.05711, over 2474415.28 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07228, over 21095.82 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.307, pruned_loss=0.07608, over 2466758.92 frames. utt_duration=1244 frames, utt_pad_proportion=0.05947, over 7938.21 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2764, pruned_loss=0.05566, over 2474921.97 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07316, over 22566.90 utterances.], batch size: 43, lr: 4.24e-04
2022-08-25 02:58:15,204 INFO [train.py:927] (3/8) Epoch 8, batch 20300, giga_loss[loss=0.1697, simple_loss=0.2501, pruned_loss=0.04468, over 12352.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.03393, over 26.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2726, pruned_loss=0.05483, over 2474490.34 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07206, over 20793.76 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3072, pruned_loss=0.07621, over 2466801.13 frames. utt_duration=1241 frames, utt_pad_proportion=0.05973, over 7960.83 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2709, pruned_loss=0.05338, over 2474922.91 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07272, over 22045.07 utterances.], batch size: 26, lr: 4.24e-04
2022-08-25 02:59:59,528 INFO [train.py:927] (3/8) Epoch 8, batch 20350, giga_loss[loss=0.174, simple_loss=0.2467, pruned_loss=0.0507, over 12371.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2011, over 368.00 utterances.], tot_loss[loss=0.1867, simple_loss=0.2678, pruned_loss=0.05281, over 2474108.73 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07314, over 20493.49 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3074, pruned_loss=0.07631, over 2466723.54 frames. utt_duration=1243 frames, utt_pad_proportion=0.0589, over 7948.74 utterances.], giga_tot_loss[loss=0.184, simple_loss=0.2656, pruned_loss=0.05118, over 2474657.38 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07394, over 21716.51 utterances.], batch size: 368, lr: 4.24e-04
2022-08-25 03:01:44,191 INFO [train.py:927] (3/8) Epoch 8, batch 20400, giga_loss[loss=0.194, simple_loss=0.2731, pruned_loss=0.0574, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.0333, over 39.00 utterances.], tot_loss[loss=0.1825, simple_loss=0.2633, pruned_loss=0.05085, over 2473709.96 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06723, over 19619.76 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3075, pruned_loss=0.07645, over 2466688.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.05892, over 7966.42 utterances.], giga_tot_loss[loss=0.1796, simple_loss=0.261, pruned_loss=0.04914, over 2474267.80 frames. utt_duration=479 frames, utt_pad_proportion=0.06826, over 20726.06 utterances.], batch size: 39, lr: 4.24e-04
2022-08-25 03:03:29,004 INFO [train.py:927] (3/8) Epoch 8, batch 20450, giga_loss[loss=0.1992, simple_loss=0.2793, pruned_loss=0.05952, over 12452.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2725, pruned_loss=0.0556, over 2473332.62 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06856, over 19737.10 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3074, pruned_loss=0.07643, over 2466777.59 frames. utt_duration=1242 frames, utt_pad_proportion=0.05815, over 7951.29 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.27, pruned_loss=0.05383, over 2473805.41 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06963, over 20836.49 utterances.], batch size: 105, lr: 4.24e-04
2022-08-25 03:05:12,487 INFO [train.py:927] (3/8) Epoch 8, batch 20500, libri_loss[loss=0.1912, simple_loss=0.2722, pruned_loss=0.05511, over 12274.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.05036, over 27.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2816, pruned_loss=0.0595, over 2472577.88 frames. utt_duration=529.5 frames, utt_pad_proportion=0.0655, over 18730.61 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.307, pruned_loss=0.07618, over 2466279.96 frames. utt_duration=1249 frames, utt_pad_proportion=0.05686, over 7906.62 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.279, pruned_loss=0.05772, over 2473636.56 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06715, over 20027.28 utterances.], batch size: 27, lr: 4.24e-04
2022-08-25 03:06:57,812 INFO [train.py:927] (3/8) Epoch 8, batch 20550, giga_loss[loss=0.2033, simple_loss=0.3004, pruned_loss=0.05308, over 12318.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2874, pruned_loss=0.0615, over 2472584.68 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06592, over 18840.03 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3066, pruned_loss=0.07595, over 2466287.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05628, over 7883.17 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2855, pruned_loss=0.06009, over 2473487.82 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06745, over 20027.41 utterances.], batch size: 70, lr: 4.24e-04
2022-08-25 03:08:41,583 INFO [train.py:927] (3/8) Epoch 8, batch 20600, giga_loss[loss=0.2434, simple_loss=0.3292, pruned_loss=0.07876, over 12426.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03854, over 105.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2922, pruned_loss=0.06408, over 2472614.70 frames. utt_duration=517.9 frames, utt_pad_proportion=0.07017, over 19153.70 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3074, pruned_loss=0.07653, over 2466597.42 frames. utt_duration=1218 frames, utt_pad_proportion=0.06779, over 8109.81 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2895, pruned_loss=0.06208, over 2473219.20 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06725, over 20190.57 utterances.], batch size: 105, lr: 4.24e-04
2022-08-25 03:10:25,468 INFO [train.py:927] (3/8) Epoch 8, batch 20650, giga_loss[loss=0.2108, simple_loss=0.3043, pruned_loss=0.05866, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0322, over 75.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2987, pruned_loss=0.06703, over 2472790.29 frames. utt_duration=516.7 frames, utt_pad_proportion=0.07167, over 19196.23 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3092, pruned_loss=0.07705, over 2466651.85 frames. utt_duration=1219 frames, utt_pad_proportion=0.0676, over 8105.60 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2948, pruned_loss=0.06481, over 2473315.16 frames. utt_duration=491 frames, utt_pad_proportion=0.06938, over 20208.29 utterances.], batch size: 75, lr: 4.24e-04
2022-08-25 03:12:10,722 INFO [train.py:927] (3/8) Epoch 8, batch 20700, giga_loss[loss=0.2017, simple_loss=0.2979, pruned_loss=0.05272, over 12258.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03359, over 28.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3024, pruned_loss=0.06878, over 2473124.71 frames. utt_duration=507.9 frames, utt_pad_proportion=0.08147, over 19534.51 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3098, pruned_loss=0.07761, over 2466870.01 frames. utt_duration=1208 frames, utt_pad_proportion=0.07054, over 8177.28 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2984, pruned_loss=0.0662, over 2473544.17 frames. utt_duration=481 frames, utt_pad_proportion=0.0782, over 20631.50 utterances.], batch size: 28, lr: 4.24e-04
2022-08-25 03:13:52,016 INFO [train.py:927] (3/8) Epoch 8, batch 20750, giga_loss[loss=0.2282, simple_loss=0.3088, pruned_loss=0.07376, over 12146.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04115, over 33.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.304, pruned_loss=0.06893, over 2472203.45 frames. utt_duration=534.5 frames, utt_pad_proportion=0.07708, over 18551.83 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3089, pruned_loss=0.0772, over 2466714.74 frames. utt_duration=1214 frames, utt_pad_proportion=0.06915, over 8139.67 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3014, pruned_loss=0.06685, over 2472944.43 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07519, over 19920.09 utterances.], batch size: 33, lr: 4.24e-04
2022-08-25 03:15:35,313 INFO [train.py:927] (3/8) Epoch 8, batch 20800, giga_loss[loss=0.2198, simple_loss=0.3052, pruned_loss=0.06724, over 12336.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03175, over 85.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3041, pruned_loss=0.06786, over 2472968.49 frames. utt_duration=556.1 frames, utt_pad_proportion=0.07095, over 17834.09 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3085, pruned_loss=0.07712, over 2466897.32 frames. utt_duration=1217 frames, utt_pad_proportion=0.0687, over 8118.32 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3023, pruned_loss=0.06622, over 2473439.09 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06995, over 19020.16 utterances.], batch size: 85, lr: 4.24e-04
2022-08-25 03:17:19,468 INFO [train.py:927] (3/8) Epoch 8, batch 20850, giga_loss[loss=0.3428, simple_loss=0.3779, pruned_loss=0.1538, over 12388.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3049, pruned_loss=0.06835, over 2472547.13 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06826, over 17448.23 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3086, pruned_loss=0.07724, over 2466637.26 frames. utt_duration=1220 frames, utt_pad_proportion=0.06738, over 8095.60 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3033, pruned_loss=0.06675, over 2473307.69 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06814, over 18632.62 utterances.], batch size: 211, lr: 4.24e-04
2022-08-25 03:19:01,865 INFO [train.py:927] (3/8) Epoch 8, batch 20900, giga_loss[loss=0.2403, simple_loss=0.3186, pruned_loss=0.08104, over 12459.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3067, pruned_loss=0.07061, over 2473050.84 frames. utt_duration=569.2 frames, utt_pad_proportion=0.07195, over 17424.24 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.308, pruned_loss=0.0768, over 2466607.15 frames. utt_duration=1223 frames, utt_pad_proportion=0.06668, over 8077.88 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3059, pruned_loss=0.06947, over 2473892.54 frames. utt_duration=531.3 frames, utt_pad_proportion=0.07191, over 18675.89 utterances.], batch size: 75, lr: 4.24e-04
2022-08-25 03:20:45,270 INFO [train.py:927] (3/8) Epoch 8, batch 20950, giga_loss[loss=0.2114, simple_loss=0.2902, pruned_loss=0.06626, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04047, over 31.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3059, pruned_loss=0.07155, over 2473368.46 frames. utt_duration=571.2 frames, utt_pad_proportion=0.0697, over 17366.64 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3075, pruned_loss=0.07668, over 2466737.87 frames. utt_duration=1226 frames, utt_pad_proportion=0.06582, over 8055.20 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3056, pruned_loss=0.07058, over 2474132.69 frames. utt_duration=531.1 frames, utt_pad_proportion=0.07023, over 18688.29 utterances.], batch size: 31, lr: 4.24e-04
2022-08-25 03:22:30,827 INFO [train.py:927] (3/8) Epoch 8, batch 21000, giga_loss[loss=0.2085, simple_loss=0.2973, pruned_loss=0.05982, over 12424.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06146, over 183.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3051, pruned_loss=0.07117, over 2473510.06 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06405, over 16923.38 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3073, pruned_loss=0.07658, over 2467013.36 frames. utt_duration=1228 frames, utt_pad_proportion=0.06463, over 8048.21 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.305, pruned_loss=0.07034, over 2474087.84 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06536, over 18273.26 utterances.], batch size: 183, lr: 4.23e-04
2022-08-25 03:22:30,828 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 03:22:45,695 INFO [train.py:967] (3/8) 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 03:24:31,496 INFO [train.py:927] (3/8) Epoch 8, batch 21050, giga_loss[loss=0.19, simple_loss=0.283, pruned_loss=0.0485, over 12310.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03005, over 66.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.303, pruned_loss=0.06964, over 2474041.71 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06325, over 17806.67 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.307, pruned_loss=0.07645, over 2466986.49 frames. utt_duration=1229 frames, utt_pad_proportion=0.06401, over 8038.47 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3031, pruned_loss=0.06902, over 2474601.66 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06453, over 19001.26 utterances.], batch size: 66, lr: 4.23e-04
2022-08-25 03:26:16,829 INFO [train.py:927] (3/8) Epoch 8, batch 21100, giga_loss[loss=0.1805, simple_loss=0.2667, pruned_loss=0.04715, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05289, over 161.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3001, pruned_loss=0.06833, over 2474646.63 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06249, over 17705.18 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3073, pruned_loss=0.07634, over 2467320.81 frames. utt_duration=1233 frames, utt_pad_proportion=0.06237, over 8012.31 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2998, pruned_loss=0.06765, over 2475065.06 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06422, over 19064.79 utterances.], batch size: 161, lr: 4.23e-04
2022-08-25 03:28:02,081 INFO [train.py:927] (3/8) Epoch 8, batch 21150, giga_loss[loss=0.2044, simple_loss=0.2713, pruned_loss=0.06878, over 12332.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.1963, over 367.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2965, pruned_loss=0.06744, over 2474500.71 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07629, over 19751.14 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3073, pruned_loss=0.07635, over 2467286.51 frames. utt_duration=1235 frames, utt_pad_proportion=0.06162, over 8000.17 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2962, pruned_loss=0.06679, over 2474963.06 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07702, over 20966.85 utterances.], batch size: 367, lr: 4.23e-04
2022-08-25 03:29:48,035 INFO [train.py:927] (3/8) Epoch 8, batch 21200, giga_loss[loss=0.1694, simple_loss=0.2571, pruned_loss=0.04086, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.03782, over 26.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.295, pruned_loss=0.06633, over 2474656.84 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07363, over 19228.68 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3072, pruned_loss=0.07643, over 2467358.40 frames. utt_duration=1237 frames, utt_pad_proportion=0.06138, over 7985.18 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2948, pruned_loss=0.06568, over 2475022.09 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07448, over 20295.58 utterances.], batch size: 26, lr: 4.23e-04
2022-08-25 03:31:29,065 INFO [train.py:927] (3/8) Epoch 8, batch 21250, giga_loss[loss=0.2096, simple_loss=0.2852, pruned_loss=0.06701, over 12436.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03395, over 105.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2931, pruned_loss=0.06597, over 2473921.09 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07551, over 19800.50 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3071, pruned_loss=0.07645, over 2467140.28 frames. utt_duration=1240 frames, utt_pad_proportion=0.06068, over 7968.50 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2927, pruned_loss=0.06531, over 2474492.41 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07635, over 20809.10 utterances.], batch size: 105, lr: 4.23e-04
2022-08-25 03:33:13,892 INFO [train.py:927] (3/8) Epoch 8, batch 21300, giga_loss[loss=0.1872, simple_loss=0.2598, pruned_loss=0.05729, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02834, over 45.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2892, pruned_loss=0.06428, over 2473061.35 frames. utt_duration=523.4 frames, utt_pad_proportion=0.07133, over 18955.43 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3071, pruned_loss=0.07645, over 2466848.42 frames. utt_duration=1242 frames, utt_pad_proportion=0.06023, over 7954.86 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.06365, over 2473853.24 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07241, over 19870.58 utterances.], batch size: 45, lr: 4.23e-04
2022-08-25 03:34:56,144 INFO [train.py:927] (3/8) Epoch 8, batch 21350, giga_loss[loss=0.1787, simple_loss=0.2561, pruned_loss=0.05068, over 12182.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04091, over 28.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2863, pruned_loss=0.06339, over 2472968.78 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06663, over 17961.21 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3072, pruned_loss=0.07645, over 2467005.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.06102, over 7999.18 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2855, pruned_loss=0.06262, over 2473592.64 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06759, over 18881.88 utterances.], batch size: 28, lr: 4.23e-04
2022-08-25 03:36:39,448 INFO [train.py:927] (3/8) Epoch 8, batch 21400, libri_loss[loss=0.1699, simple_loss=0.2455, pruned_loss=0.04716, over 12441.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01136, over 29.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2851, pruned_loss=0.06296, over 2472174.11 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06904, over 17665.09 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3067, pruned_loss=0.07604, over 2466661.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.05955, over 7960.99 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2841, pruned_loss=0.06224, over 2473183.50 frames. utt_duration=527.3 frames, utt_pad_proportion=0.07038, over 18813.45 utterances.], batch size: 29, lr: 4.23e-04
2022-08-25 03:38:22,854 INFO [train.py:927] (3/8) Epoch 8, batch 21450, giga_loss[loss=0.181, simple_loss=0.26, pruned_loss=0.05096, over 12382.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03079, over 62.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.282, pruned_loss=0.06188, over 2472639.27 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06544, over 17073.77 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3066, pruned_loss=0.07607, over 2466816.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.05914, over 7951.38 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2811, pruned_loss=0.06115, over 2473339.37 frames. utt_duration=548.9 frames, utt_pad_proportion=0.0669, over 18072.13 utterances.], batch size: 62, lr: 4.23e-04
2022-08-25 03:40:16,482 INFO [train.py:927] (3/8) Epoch 8, batch 21500, giga_loss[loss=0.1983, simple_loss=0.2698, pruned_loss=0.06342, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03049, over 42.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.284, pruned_loss=0.06322, over 2472126.29 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06637, over 17054.98 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3065, pruned_loss=0.07611, over 2466485.72 frames. utt_duration=1237 frames, utt_pad_proportion=0.06167, over 7982.91 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2828, pruned_loss=0.06226, over 2473136.17 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06671, over 18076.58 utterances.], batch size: 42, lr: 4.23e-04
2022-08-25 03:42:02,080 INFO [train.py:927] (3/8) Epoch 8, batch 21550, giga_loss[loss=0.2877, simple_loss=0.3606, pruned_loss=0.1073, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04631, over 146.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2892, pruned_loss=0.06588, over 2473096.69 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06523, over 17139.71 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3069, pruned_loss=0.07634, over 2466668.55 frames. utt_duration=1234 frames, utt_pad_proportion=0.06155, over 8007.80 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2874, pruned_loss=0.06467, over 2473867.54 frames. utt_duration=547 frames, utt_pad_proportion=0.06566, over 18138.93 utterances.], batch size: 146, lr: 4.23e-04
2022-08-25 03:43:48,087 INFO [train.py:927] (3/8) Epoch 8, batch 21600, giga_loss[loss=0.2365, simple_loss=0.3263, pruned_loss=0.0734, over 12451.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03178, over 92.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2953, pruned_loss=0.06876, over 2473854.64 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06435, over 18162.68 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.307, pruned_loss=0.0763, over 2466504.78 frames. utt_duration=1237 frames, utt_pad_proportion=0.06068, over 7987.82 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2936, pruned_loss=0.06768, over 2474745.74 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06506, over 19158.15 utterances.], batch size: 92, lr: 4.23e-04
2022-08-25 03:45:32,370 INFO [train.py:927] (3/8) Epoch 8, batch 21650, giga_loss[loss=0.2706, simple_loss=0.3493, pruned_loss=0.09592, over 12439.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03164, over 80.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3015, pruned_loss=0.07154, over 2473363.22 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06957, over 18497.01 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3069, pruned_loss=0.0764, over 2466521.97 frames. utt_duration=1240 frames, utt_pad_proportion=0.06002, over 7966.25 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3, pruned_loss=0.07048, over 2474173.85 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07013, over 19477.06 utterances.], batch size: 80, lr: 4.23e-04
2022-08-25 03:47:13,457 INFO [train.py:927] (3/8) Epoch 8, batch 21700, giga_loss[loss=0.2454, simple_loss=0.3128, pruned_loss=0.08899, over 12354.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3039, pruned_loss=0.07295, over 2473378.68 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07833, over 19874.90 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.307, pruned_loss=0.07656, over 2466554.41 frames. utt_duration=1245 frames, utt_pad_proportion=0.05879, over 7933.90 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3025, pruned_loss=0.07185, over 2474214.15 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07894, over 21056.33 utterances.], batch size: 258, lr: 4.23e-04
2022-08-25 03:48:56,540 INFO [train.py:927] (3/8) Epoch 8, batch 21750, giga_loss[loss=0.1922, simple_loss=0.2835, pruned_loss=0.05046, over 12400.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03542, over 75.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3017, pruned_loss=0.06966, over 2473352.75 frames. utt_duration=520 frames, utt_pad_proportion=0.07439, over 19079.90 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.307, pruned_loss=0.07645, over 2466434.21 frames. utt_duration=1248 frames, utt_pad_proportion=0.05841, over 7914.62 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3005, pruned_loss=0.06885, over 2474164.17 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07526, over 20122.09 utterances.], batch size: 75, lr: 4.23e-04
2022-08-25 03:50:41,213 INFO [train.py:927] (3/8) Epoch 8, batch 21800, giga_loss[loss=0.2085, simple_loss=0.2891, pruned_loss=0.06392, over 12400.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0432, over 31.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3033, pruned_loss=0.07061, over 2472722.51 frames. utt_duration=537 frames, utt_pad_proportion=0.07105, over 18470.69 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3071, pruned_loss=0.07661, over 2466265.07 frames. utt_duration=1251 frames, utt_pad_proportion=0.05699, over 7892.23 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3022, pruned_loss=0.06962, over 2473717.40 frames. utt_duration=504.9 frames, utt_pad_proportion=0.0726, over 19654.19 utterances.], batch size: 31, lr: 4.23e-04
2022-08-25 03:52:24,493 INFO [train.py:927] (3/8) Epoch 8, batch 21850, giga_loss[loss=0.2464, simple_loss=0.3101, pruned_loss=0.0913, over 12320.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 368.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3046, pruned_loss=0.07139, over 2472344.45 frames. utt_duration=545.8 frames, utt_pad_proportion=0.07192, over 18169.69 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.307, pruned_loss=0.07669, over 2466148.05 frames. utt_duration=1254 frames, utt_pad_proportion=0.05647, over 7873.89 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3038, pruned_loss=0.07048, over 2473307.88 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07336, over 19261.08 utterances.], batch size: 368, lr: 4.23e-04
2022-08-25 03:54:09,490 INFO [train.py:927] (3/8) Epoch 8, batch 21900, giga_loss[loss=0.2389, simple_loss=0.3156, pruned_loss=0.08112, over 12352.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04172, over 113.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3056, pruned_loss=0.0726, over 2472701.95 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06573, over 17658.05 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3063, pruned_loss=0.07647, over 2466171.85 frames. utt_duration=1262 frames, utt_pad_proportion=0.05465, over 7826.62 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3055, pruned_loss=0.07185, over 2473705.49 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06814, over 18981.27 utterances.], batch size: 113, lr: 4.23e-04
2022-08-25 03:55:53,017 INFO [train.py:927] (3/8) Epoch 8, batch 21950, giga_loss[loss=0.2242, simple_loss=0.3097, pruned_loss=0.06934, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03045, over 80.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.307, pruned_loss=0.07347, over 2472728.51 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06616, over 17738.16 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3062, pruned_loss=0.07644, over 2466102.25 frames. utt_duration=1262 frames, utt_pad_proportion=0.05432, over 7825.21 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.07286, over 2473664.66 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06821, over 18913.90 utterances.], batch size: 80, lr: 4.22e-04
2022-08-25 03:57:37,163 INFO [train.py:927] (3/8) Epoch 8, batch 22000, giga_loss[loss=0.2252, simple_loss=0.3106, pruned_loss=0.06986, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3083, pruned_loss=0.07359, over 2472355.04 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06923, over 17765.22 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3063, pruned_loss=0.07655, over 2466322.44 frames. utt_duration=1252 frames, utt_pad_proportion=0.05778, over 7885.97 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3083, pruned_loss=0.07296, over 2472981.29 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06947, over 18762.11 utterances.], batch size: 62, lr: 4.22e-04
2022-08-25 03:59:22,406 INFO [train.py:927] (3/8) Epoch 8, batch 22050, libri_loss[loss=0.1978, simple_loss=0.2707, pruned_loss=0.06252, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006354, over 31.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3078, pruned_loss=0.07375, over 2472289.63 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06752, over 17588.81 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3058, pruned_loss=0.07632, over 2466181.23 frames. utt_duration=1256 frames, utt_pad_proportion=0.05719, over 7860.80 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3082, pruned_loss=0.07344, over 2473019.60 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06809, over 18547.30 utterances.], batch size: 31, lr: 4.22e-04
2022-08-25 04:01:03,763 INFO [train.py:927] (3/8) Epoch 8, batch 22100, giga_loss[loss=0.2214, simple_loss=0.303, pruned_loss=0.06992, over 12406.00 frames. utt_duration=974.8 frames, utt_pad_proportion=0.02815, over 51.00 utterances.], tot_loss[loss=0.227, simple_loss=0.307, pruned_loss=0.07344, over 2473168.06 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06403, over 17212.80 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3058, pruned_loss=0.07632, over 2466486.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05631, over 7839.71 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3074, pruned_loss=0.07316, over 2473596.24 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06504, over 18161.97 utterances.], batch size: 51, lr: 4.22e-04
2022-08-25 04:02:48,299 INFO [train.py:927] (3/8) Epoch 8, batch 22150, giga_loss[loss=0.2406, simple_loss=0.3129, pruned_loss=0.08419, over 12397.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04238, over 37.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3076, pruned_loss=0.07363, over 2472189.41 frames. utt_duration=597.4 frames, utt_pad_proportion=0.06532, over 16594.63 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3058, pruned_loss=0.0763, over 2466488.13 frames. utt_duration=1260 frames, utt_pad_proportion=0.05611, over 7841.51 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07341, over 2472549.48 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06619, over 17376.73 utterances.], batch size: 37, lr: 4.22e-04
2022-08-25 04:04:30,614 INFO [train.py:927] (3/8) Epoch 8, batch 22200, libri_loss[loss=0.23, simple_loss=0.3057, pruned_loss=0.0772, over 12392.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.1412, over 66.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3074, pruned_loss=0.07286, over 2471908.99 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06373, over 16131.86 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.306, pruned_loss=0.07662, over 2466623.29 frames. utt_duration=1259 frames, utt_pad_proportion=0.0564, over 7847.81 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3076, pruned_loss=0.07238, over 2472170.18 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06442, over 16900.64 utterances.], batch size: 66, lr: 4.22e-04
2022-08-25 04:06:13,394 INFO [train.py:927] (3/8) Epoch 8, batch 22250, giga_loss[loss=0.2437, simple_loss=0.3214, pruned_loss=0.08301, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03769, over 37.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3064, pruned_loss=0.07287, over 2472200.78 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06971, over 16767.69 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3063, pruned_loss=0.07696, over 2466459.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.05737, over 7891.05 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3062, pruned_loss=0.07211, over 2472619.25 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0697, over 17454.48 utterances.], batch size: 37, lr: 4.22e-04
2022-08-25 04:07:54,522 INFO [train.py:927] (3/8) Epoch 8, batch 22300, giga_loss[loss=0.2011, simple_loss=0.2846, pruned_loss=0.05879, over 12455.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04129, over 31.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3048, pruned_loss=0.0721, over 2471942.96 frames. utt_duration=582.2 frames, utt_pad_proportion=0.06804, over 17026.73 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3065, pruned_loss=0.07697, over 2466340.11 frames. utt_duration=1251 frames, utt_pad_proportion=0.05656, over 7893.55 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3045, pruned_loss=0.07138, over 2472524.61 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06853, over 17780.11 utterances.], batch size: 31, lr: 4.22e-04
2022-08-25 04:09:36,485 INFO [train.py:927] (3/8) Epoch 8, batch 22350, giga_loss[loss=0.2236, simple_loss=0.3047, pruned_loss=0.0713, over 12363.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05318, over 161.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3028, pruned_loss=0.07116, over 2472466.26 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06366, over 16914.84 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3062, pruned_loss=0.07689, over 2466042.06 frames. utt_duration=1255 frames, utt_pad_proportion=0.05599, over 7869.24 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3028, pruned_loss=0.07059, over 2473288.11 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06448, over 17657.00 utterances.], batch size: 161, lr: 4.22e-04
2022-08-25 04:11:20,626 INFO [train.py:927] (3/8) Epoch 8, batch 22400, giga_loss[loss=0.2172, simple_loss=0.2858, pruned_loss=0.07428, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0335, over 80.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.2991, pruned_loss=0.06981, over 2471908.67 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06508, over 17093.82 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3057, pruned_loss=0.07653, over 2465803.82 frames. utt_duration=1261 frames, utt_pad_proportion=0.05513, over 7829.88 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2994, pruned_loss=0.06953, over 2472892.19 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06609, over 17938.10 utterances.], batch size: 80, lr: 4.22e-04
2022-08-25 04:13:01,367 INFO [train.py:927] (3/8) Epoch 8, batch 22450, giga_loss[loss=0.1942, simple_loss=0.2764, pruned_loss=0.056, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02701, over 91.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2959, pruned_loss=0.06806, over 2472197.83 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06259, over 16816.02 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3059, pruned_loss=0.07659, over 2466085.37 frames. utt_duration=1259 frames, utt_pad_proportion=0.05487, over 7844.90 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2959, pruned_loss=0.06762, over 2472878.26 frames. utt_duration=561 frames, utt_pad_proportion=0.06373, over 17679.83 utterances.], batch size: 91, lr: 4.22e-04
2022-08-25 04:14:43,301 INFO [train.py:927] (3/8) Epoch 8, batch 22500, giga_loss[loss=0.2048, simple_loss=0.2944, pruned_loss=0.05758, over 12451.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03444, over 98.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2952, pruned_loss=0.06736, over 2472010.97 frames. utt_duration=597 frames, utt_pad_proportion=0.05814, over 16605.79 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3056, pruned_loss=0.07656, over 2465922.42 frames. utt_duration=1263 frames, utt_pad_proportion=0.05392, over 7817.09 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2951, pruned_loss=0.06683, over 2472863.41 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0597, over 17513.52 utterances.], batch size: 98, lr: 4.22e-04
2022-08-25 04:16:24,506 INFO [train.py:927] (3/8) Epoch 8, batch 22550, giga_loss[loss=0.2139, simple_loss=0.3058, pruned_loss=0.06101, over 12406.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05609, over 162.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2971, pruned_loss=0.06704, over 2472294.62 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05424, over 16737.59 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3059, pruned_loss=0.07673, over 2466046.68 frames. utt_duration=1264 frames, utt_pad_proportion=0.05288, over 7812.67 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2966, pruned_loss=0.06628, over 2473005.56 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05608, over 17650.42 utterances.], batch size: 162, lr: 4.22e-04
2022-08-25 04:18:04,555 INFO [train.py:927] (3/8) Epoch 8, batch 22600, giga_loss[loss=0.1942, simple_loss=0.29, pruned_loss=0.0492, over 12354.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03228, over 97.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2968, pruned_loss=0.06598, over 2472749.17 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05529, over 17473.42 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3059, pruned_loss=0.07675, over 2466171.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.0521, over 7796.56 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2962, pruned_loss=0.06518, over 2473315.88 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05694, over 18376.02 utterances.], batch size: 97, lr: 4.22e-04
2022-08-25 04:19:47,491 INFO [train.py:927] (3/8) Epoch 8, batch 22650, giga_loss[loss=0.2627, simple_loss=0.3421, pruned_loss=0.09167, over 12458.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03674, over 123.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2971, pruned_loss=0.06625, over 2473261.27 frames. utt_duration=553 frames, utt_pad_proportion=0.05585, over 17939.69 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.306, pruned_loss=0.07694, over 2466289.89 frames. utt_duration=1255 frames, utt_pad_proportion=0.05636, over 7870.20 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2964, pruned_loss=0.06528, over 2473709.97 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05543, over 18715.04 utterances.], batch size: 123, lr: 4.22e-04
2022-08-25 04:21:29,944 INFO [train.py:927] (3/8) Epoch 8, batch 22700, giga_loss[loss=0.2077, simple_loss=0.2968, pruned_loss=0.05931, over 12373.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03077, over 97.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.299, pruned_loss=0.06717, over 2473884.30 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05348, over 18064.10 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3068, pruned_loss=0.07735, over 2466326.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.0552, over 7858.22 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2975, pruned_loss=0.06574, over 2474403.36 frames. utt_duration=523.2 frames, utt_pad_proportion=0.05365, over 18972.25 utterances.], batch size: 97, lr: 4.22e-04
2022-08-25 04:23:10,341 INFO [train.py:927] (3/8) Epoch 8, batch 22750, giga_loss[loss=0.2164, simple_loss=0.3017, pruned_loss=0.06556, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04104, over 113.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3009, pruned_loss=0.0679, over 2473875.25 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05341, over 18115.21 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3066, pruned_loss=0.07732, over 2466410.86 frames. utt_duration=1254 frames, utt_pad_proportion=0.05553, over 7874.68 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2998, pruned_loss=0.06671, over 2474277.30 frames. utt_duration=525 frames, utt_pad_proportion=0.05339, over 18907.07 utterances.], batch size: 113, lr: 4.22e-04
2022-08-25 04:24:53,637 INFO [train.py:927] (3/8) Epoch 8, batch 22800, giga_loss[loss=0.2015, simple_loss=0.2852, pruned_loss=0.05892, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02725, over 55.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.302, pruned_loss=0.06879, over 2473226.71 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05814, over 17820.10 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3067, pruned_loss=0.07747, over 2466013.04 frames. utt_duration=1246 frames, utt_pad_proportion=0.05824, over 7928.32 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3008, pruned_loss=0.06735, over 2474213.29 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05687, over 18785.05 utterances.], batch size: 55, lr: 4.22e-04
2022-08-25 04:26:33,895 INFO [train.py:927] (3/8) Epoch 8, batch 22850, libri_loss[loss=0.1976, simple_loss=0.2804, pruned_loss=0.05744, over 12465.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005242, over 32.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3014, pruned_loss=0.06811, over 2473841.27 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05513, over 17309.15 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3062, pruned_loss=0.07715, over 2466197.28 frames. utt_duration=1252 frames, utt_pad_proportion=0.05731, over 7888.53 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3009, pruned_loss=0.06706, over 2474638.91 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05461, over 18351.17 utterances.], batch size: 32, lr: 4.22e-04
2022-08-25 04:28:15,305 INFO [train.py:927] (3/8) Epoch 8, batch 22900, libri_loss[loss=0.2761, simple_loss=0.3429, pruned_loss=0.1047, over 12434.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01591, over 40.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2997, pruned_loss=0.06783, over 2473102.14 frames. utt_duration=580 frames, utt_pad_proportion=0.05356, over 17101.00 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.306, pruned_loss=0.07719, over 2466268.49 frames. utt_duration=1257 frames, utt_pad_proportion=0.0563, over 7860.60 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2993, pruned_loss=0.06673, over 2473829.40 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05358, over 18160.67 utterances.], batch size: 40, lr: 4.22e-04
2022-08-25 04:29:55,895 INFO [train.py:927] (3/8) Epoch 8, batch 22950, giga_loss[loss=0.23, simple_loss=0.3209, pruned_loss=0.06954, over 12363.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04032, over 145.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2973, pruned_loss=0.06645, over 2473315.06 frames. utt_duration=581.7 frames, utt_pad_proportion=0.05342, over 17051.85 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3058, pruned_loss=0.0772, over 2466085.06 frames. utt_duration=1260 frames, utt_pad_proportion=0.0556, over 7837.48 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.297, pruned_loss=0.0654, over 2474171.42 frames. utt_duration=549.1 frames, utt_pad_proportion=0.05367, over 18071.94 utterances.], batch size: 145, lr: 4.21e-04
2022-08-25 04:31:35,097 INFO [train.py:927] (3/8) Epoch 8, batch 23000, libri_loss[loss=0.2695, simple_loss=0.338, pruned_loss=0.1005, over 12413.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.1426, over 66.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2985, pruned_loss=0.06648, over 2472527.89 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05345, over 17025.99 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3055, pruned_loss=0.07709, over 2465840.04 frames. utt_duration=1262 frames, utt_pad_proportion=0.055, over 7825.86 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2982, pruned_loss=0.0653, over 2473704.21 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05386, over 18213.39 utterances.], batch size: 66, lr: 4.21e-04
2022-08-25 04:33:14,920 INFO [train.py:927] (3/8) Epoch 8, batch 23050, giga_loss[loss=0.1871, simple_loss=0.272, pruned_loss=0.05105, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03059, over 55.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2975, pruned_loss=0.0668, over 2472595.84 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05629, over 16602.41 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3055, pruned_loss=0.07725, over 2466224.75 frames. utt_duration=1261 frames, utt_pad_proportion=0.0547, over 7833.77 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2971, pruned_loss=0.06535, over 2473451.45 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05662, over 17889.01 utterances.], batch size: 55, lr: 4.21e-04
2022-08-25 04:34:55,835 INFO [train.py:927] (3/8) Epoch 8, batch 23100, giga_loss[loss=0.241, simple_loss=0.3156, pruned_loss=0.08321, over 12395.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07311, over 212.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2968, pruned_loss=0.06726, over 2472617.02 frames. utt_duration=589 frames, utt_pad_proportion=0.05348, over 16834.91 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3057, pruned_loss=0.0773, over 2466341.04 frames. utt_duration=1260 frames, utt_pad_proportion=0.05412, over 7836.71 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2962, pruned_loss=0.06585, over 2473333.64 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05415, over 18053.24 utterances.], batch size: 212, lr: 4.21e-04
2022-08-25 04:36:38,581 INFO [train.py:927] (3/8) Epoch 8, batch 23150, giga_loss[loss=0.1974, simple_loss=0.285, pruned_loss=0.05487, over 12374.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03537, over 122.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2941, pruned_loss=0.06611, over 2472914.95 frames. utt_duration=596 frames, utt_pad_proportion=0.05088, over 16637.47 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3057, pruned_loss=0.07729, over 2466038.66 frames. utt_duration=1261 frames, utt_pad_proportion=0.05362, over 7830.96 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2934, pruned_loss=0.06481, over 2473816.68 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05177, over 17763.22 utterances.], batch size: 122, lr: 4.21e-04
2022-08-25 04:38:17,837 INFO [train.py:927] (3/8) Epoch 8, batch 23200, giga_loss[loss=0.1881, simple_loss=0.2647, pruned_loss=0.05573, over 12325.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.0346, over 58.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2922, pruned_loss=0.06578, over 2473003.85 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05591, over 17501.44 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3061, pruned_loss=0.07764, over 2466268.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.05754, over 7920.26 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2911, pruned_loss=0.06425, over 2473646.07 frames. utt_duration=537.2 frames, utt_pad_proportion=0.05474, over 18469.30 utterances.], batch size: 58, lr: 4.21e-04
2022-08-25 04:39:56,495 INFO [train.py:927] (3/8) Epoch 8, batch 23250, giga_loss[loss=0.222, simple_loss=0.3064, pruned_loss=0.06878, over 12434.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03824, over 123.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2909, pruned_loss=0.06532, over 2472936.87 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05877, over 17149.01 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3069, pruned_loss=0.07783, over 2466438.90 frames. utt_duration=1250 frames, utt_pad_proportion=0.05614, over 7900.09 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2889, pruned_loss=0.06352, over 2473505.76 frames. utt_duration=544 frames, utt_pad_proportion=0.05814, over 18238.16 utterances.], batch size: 123, lr: 4.21e-04
2022-08-25 04:41:38,600 INFO [train.py:927] (3/8) Epoch 8, batch 23300, giga_loss[loss=0.2434, simple_loss=0.3266, pruned_loss=0.08006, over 12377.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04004, over 113.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2934, pruned_loss=0.06605, over 2472451.80 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05578, over 17207.94 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3064, pruned_loss=0.07759, over 2466355.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.05633, over 7907.72 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.292, pruned_loss=0.06467, over 2473048.36 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05536, over 18179.23 utterances.], batch size: 113, lr: 4.21e-04
2022-08-25 04:43:19,541 INFO [train.py:927] (3/8) Epoch 8, batch 23350, giga_loss[loss=0.2284, simple_loss=0.3062, pruned_loss=0.07527, over 12252.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02968, over 45.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.296, pruned_loss=0.06741, over 2472258.75 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06018, over 17253.40 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3063, pruned_loss=0.07769, over 2466480.59 frames. utt_duration=1237 frames, utt_pad_proportion=0.06033, over 7984.45 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2945, pruned_loss=0.06589, over 2472812.80 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05818, over 18261.93 utterances.], batch size: 45, lr: 4.21e-04
2022-08-25 04:45:01,408 INFO [train.py:927] (3/8) Epoch 8, batch 23400, giga_loss[loss=0.2154, simple_loss=0.305, pruned_loss=0.06291, over 12401.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2973, pruned_loss=0.06771, over 2472231.34 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05856, over 16731.84 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3059, pruned_loss=0.07752, over 2466317.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.05922, over 7952.13 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2963, pruned_loss=0.06644, over 2472932.83 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05747, over 17765.28 utterances.], batch size: 113, lr: 4.21e-04
2022-08-25 04:46:48,249 INFO [train.py:927] (3/8) Epoch 8, batch 23450, giga_loss[loss=0.2684, simple_loss=0.3372, pruned_loss=0.09983, over 12465.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.0296, over 55.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3046, pruned_loss=0.07353, over 2472792.98 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06278, over 17526.16 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3063, pruned_loss=0.07778, over 2466508.10 frames. utt_duration=1239 frames, utt_pad_proportion=0.05892, over 7974.84 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3033, pruned_loss=0.07207, over 2473321.12 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06186, over 18568.44 utterances.], batch size: 55, lr: 4.21e-04
2022-08-25 04:48:37,060 INFO [train.py:927] (3/8) Epoch 8, batch 23500, giga_loss[loss=0.3578, simple_loss=0.393, pruned_loss=0.1613, over 12384.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3107, pruned_loss=0.07795, over 2473498.05 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06962, over 18410.96 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3063, pruned_loss=0.07778, over 2466644.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.05881, over 7997.24 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3097, pruned_loss=0.07677, over 2473915.25 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06874, over 19404.06 utterances.], batch size: 259, lr: 4.21e-04
2022-08-25 04:50:22,416 INFO [train.py:927] (3/8) Epoch 8, batch 23550, libri_loss[loss=0.2334, simple_loss=0.3194, pruned_loss=0.07373, over 12343.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005473, over 33.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3183, pruned_loss=0.08371, over 2473824.56 frames. utt_duration=514.9 frames, utt_pad_proportion=0.07211, over 19274.42 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3067, pruned_loss=0.07791, over 2466633.66 frames. utt_duration=1236 frames, utt_pad_proportion=0.05849, over 7992.32 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3173, pruned_loss=0.08271, over 2474246.09 frames. utt_duration=491 frames, utt_pad_proportion=0.07153, over 20219.09 utterances.], batch size: 33, lr: 4.21e-04
2022-08-25 04:52:07,988 INFO [train.py:927] (3/8) Epoch 8, batch 23600, giga_loss[loss=0.3369, simple_loss=0.3796, pruned_loss=0.1471, over 12358.00 frames. utt_duration=132.2 frames, utt_pad_proportion=0.2221, over 378.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3235, pruned_loss=0.08833, over 2474068.27 frames. utt_duration=467 frames, utt_pad_proportion=0.08497, over 21258.84 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3068, pruned_loss=0.07762, over 2466617.32 frames. utt_duration=1240 frames, utt_pad_proportion=0.05799, over 7966.60 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3228, pruned_loss=0.08794, over 2474515.49 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08435, over 22209.89 utterances.], batch size: 378, lr: 4.21e-04
2022-08-25 04:53:54,969 INFO [train.py:927] (3/8) Epoch 8, batch 23650, giga_loss[loss=0.3273, simple_loss=0.3793, pruned_loss=0.1376, over 12389.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.0643, over 183.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3285, pruned_loss=0.09291, over 2473993.40 frames. utt_duration=443 frames, utt_pad_proportion=0.08799, over 22414.20 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3065, pruned_loss=0.07749, over 2466482.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.0573, over 7933.49 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3286, pruned_loss=0.09298, over 2474613.75 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08777, over 23462.81 utterances.], batch size: 183, lr: 4.21e-04
2022-08-25 04:55:44,831 INFO [train.py:927] (3/8) Epoch 8, batch 23700, giga_loss[loss=0.2361, simple_loss=0.3175, pruned_loss=0.07735, over 12406.00 frames. utt_duration=974.9 frames, utt_pad_proportion=0.02805, over 51.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3305, pruned_loss=0.09402, over 2473723.07 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08329, over 21832.65 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3065, pruned_loss=0.07747, over 2466491.93 frames. utt_duration=1234 frames, utt_pad_proportion=0.0606, over 8005.79 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3311, pruned_loss=0.09444, over 2474381.00 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08255, over 22912.59 utterances.], batch size: 51, lr: 4.21e-04
2022-08-25 04:57:29,345 INFO [train.py:927] (3/8) Epoch 8, batch 23750, giga_loss[loss=0.2244, simple_loss=0.3064, pruned_loss=0.07122, over 12387.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03776, over 37.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3317, pruned_loss=0.09557, over 2474065.32 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08182, over 22374.11 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3062, pruned_loss=0.07729, over 2466218.66 frames. utt_duration=1237 frames, utt_pad_proportion=0.05994, over 7981.83 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3329, pruned_loss=0.09634, over 2474964.56 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08161, over 23457.54 utterances.], batch size: 37, lr: 4.21e-04
2022-08-25 04:59:12,521 INFO [train.py:927] (3/8) Epoch 8, batch 23800, giga_loss[loss=0.3249, simple_loss=0.3879, pruned_loss=0.1309, over 12446.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04113, over 114.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3351, pruned_loss=0.09755, over 2474163.75 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08201, over 22849.08 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3065, pruned_loss=0.07744, over 2466215.11 frames. utt_duration=1225 frames, utt_pad_proportion=0.06377, over 8065.46 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3362, pruned_loss=0.09836, over 2475019.71 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08094, over 23894.28 utterances.], batch size: 114, lr: 4.21e-04
2022-08-25 05:01:01,045 INFO [train.py:927] (3/8) Epoch 8, batch 23850, giga_loss[loss=0.2488, simple_loss=0.3446, pruned_loss=0.07647, over 12485.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04129, over 31.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3346, pruned_loss=0.09614, over 2474263.10 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08223, over 22749.08 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3067, pruned_loss=0.07754, over 2466071.80 frames. utt_duration=1224 frames, utt_pad_proportion=0.06292, over 8065.74 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3359, pruned_loss=0.09714, over 2475258.63 frames. utt_duration=415.5 frames, utt_pad_proportion=0.08177, over 23913.32 utterances.], batch size: 31, lr: 4.21e-04
2022-08-25 05:02:49,407 INFO [train.py:927] (3/8) Epoch 8, batch 23900, giga_loss[loss=0.2099, simple_loss=0.2958, pruned_loss=0.062, over 12484.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03575, over 31.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3325, pruned_loss=0.09373, over 2474896.46 frames. utt_duration=426.8 frames, utt_pad_proportion=0.0835, over 23274.22 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3064, pruned_loss=0.07732, over 2466269.73 frames. utt_duration=1228 frames, utt_pad_proportion=0.06251, over 8045.12 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.334, pruned_loss=0.09486, over 2475573.86 frames. utt_duration=408.2 frames, utt_pad_proportion=0.08326, over 24346.75 utterances.], batch size: 31, lr: 4.21e-04
2022-08-25 05:04:34,742 INFO [train.py:927] (3/8) Epoch 8, batch 23950, giga_loss[loss=0.3105, simple_loss=0.3649, pruned_loss=0.1281, over 12424.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06874, over 212.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3296, pruned_loss=0.09112, over 2474539.82 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08401, over 23116.18 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.307, pruned_loss=0.07731, over 2466404.86 frames. utt_duration=1225 frames, utt_pad_proportion=0.06209, over 8065.12 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3311, pruned_loss=0.09253, over 2475205.94 frames. utt_duration=406.9 frames, utt_pad_proportion=0.08413, over 24419.51 utterances.], batch size: 212, lr: 4.20e-04
2022-08-25 05:06:22,903 INFO [train.py:927] (3/8) Epoch 8, batch 24000, giga_loss[loss=0.2076, simple_loss=0.2938, pruned_loss=0.06072, over 12478.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03535, over 31.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3283, pruned_loss=0.08987, over 2475279.50 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07976, over 22008.42 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.307, pruned_loss=0.07728, over 2466700.67 frames. utt_duration=1227 frames, utt_pad_proportion=0.06109, over 8048.96 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3299, pruned_loss=0.09124, over 2475689.51 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08048, over 23303.36 utterances.], batch size: 31, lr: 4.20e-04
2022-08-25 05:06:22,904 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 05:06:38,044 INFO [train.py:967] (3/8) 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 05:08:29,705 INFO [train.py:927] (3/8) Epoch 8, batch 24050, giga_loss[loss=0.2973, simple_loss=0.367, pruned_loss=0.1138, over 12413.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0766, over 213.00 utterances.], tot_loss[loss=0.251, simple_loss=0.327, pruned_loss=0.0875, over 2474874.82 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07551, over 21242.60 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3068, pruned_loss=0.07729, over 2466666.73 frames. utt_duration=1233 frames, utt_pad_proportion=0.05999, over 8014.06 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3288, pruned_loss=0.08884, over 2475422.99 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0768, over 22611.47 utterances.], batch size: 213, lr: 4.20e-04
2022-08-25 05:10:14,774 INFO [train.py:927] (3/8) Epoch 8, batch 24100, giga_loss[loss=0.2516, simple_loss=0.3249, pruned_loss=0.08916, over 12426.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06634, over 184.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3267, pruned_loss=0.08666, over 2474310.83 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07992, over 21111.19 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3071, pruned_loss=0.07754, over 2466766.45 frames. utt_duration=1224 frames, utt_pad_proportion=0.06302, over 8073.27 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3286, pruned_loss=0.0878, over 2474915.58 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08001, over 22587.68 utterances.], batch size: 184, lr: 4.20e-04
2022-08-25 05:12:01,502 INFO [train.py:927] (3/8) Epoch 8, batch 24150, libri_loss[loss=0.228, simple_loss=0.3148, pruned_loss=0.07064, over 12477.00 frames. utt_duration=757.6 frames, utt_pad_proportion=0.1371, over 66.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3258, pruned_loss=0.08628, over 2474976.10 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07626, over 20864.62 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3069, pruned_loss=0.07742, over 2467263.51 frames. utt_duration=1221 frames, utt_pad_proportion=0.06326, over 8090.87 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3278, pruned_loss=0.08747, over 2475147.24 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07654, over 22250.29 utterances.], batch size: 66, lr: 4.20e-04
2022-08-25 05:13:49,859 INFO [train.py:927] (3/8) Epoch 8, batch 24200, giga_loss[loss=0.2894, simple_loss=0.3581, pruned_loss=0.1103, over 12369.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07538, over 212.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3244, pruned_loss=0.08656, over 2475302.21 frames. utt_duration=457 frames, utt_pad_proportion=0.07748, over 21734.31 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3072, pruned_loss=0.07747, over 2467399.83 frames. utt_duration=1220 frames, utt_pad_proportion=0.06306, over 8102.96 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3259, pruned_loss=0.08752, over 2475379.52 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07771, over 22925.94 utterances.], batch size: 212, lr: 4.20e-04
2022-08-25 05:15:37,715 INFO [train.py:927] (3/8) Epoch 8, batch 24250, giga_loss[loss=0.2134, simple_loss=0.313, pruned_loss=0.05688, over 12297.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03799, over 51.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3239, pruned_loss=0.08583, over 2474341.25 frames. utt_duration=465 frames, utt_pad_proportion=0.07853, over 21349.39 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3072, pruned_loss=0.07757, over 2467202.20 frames. utt_duration=1218 frames, utt_pad_proportion=0.06312, over 8114.29 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3255, pruned_loss=0.08671, over 2474733.39 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0788, over 22580.20 utterances.], batch size: 51, lr: 4.20e-04
2022-08-25 05:17:22,989 INFO [train.py:927] (3/8) Epoch 8, batch 24300, giga_loss[loss=0.2534, simple_loss=0.3256, pruned_loss=0.09055, over 12399.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03046, over 80.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3233, pruned_loss=0.08497, over 2474146.68 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07665, over 20913.39 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3073, pruned_loss=0.07761, over 2467266.04 frames. utt_duration=1219 frames, utt_pad_proportion=0.0625, over 8106.69 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3246, pruned_loss=0.08572, over 2474484.17 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07721, over 22056.31 utterances.], batch size: 80, lr: 4.20e-04
2022-08-25 05:19:09,009 INFO [train.py:927] (3/8) Epoch 8, batch 24350, giga_loss[loss=0.2497, simple_loss=0.3237, pruned_loss=0.08782, over 12366.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03156, over 122.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3223, pruned_loss=0.08519, over 2474494.81 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07619, over 20914.48 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3078, pruned_loss=0.07798, over 2467484.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.0624, over 8117.41 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3232, pruned_loss=0.0856, over 2474695.38 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0768, over 22041.75 utterances.], batch size: 122, lr: 4.20e-04
2022-08-25 05:20:57,561 INFO [train.py:927] (3/8) Epoch 8, batch 24400, libri_loss[loss=0.2484, simple_loss=0.3263, pruned_loss=0.08519, over 12317.00 frames. utt_duration=759.7 frames, utt_pad_proportion=0.1367, over 65.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.321, pruned_loss=0.08511, over 2474298.72 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07957, over 21018.13 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3076, pruned_loss=0.07788, over 2467224.27 frames. utt_duration=1215 frames, utt_pad_proportion=0.06245, over 8130.20 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3221, pruned_loss=0.08565, over 2474835.20 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08001, over 22149.81 utterances.], batch size: 65, lr: 4.20e-04
2022-08-25 05:22:44,785 INFO [train.py:927] (3/8) Epoch 8, batch 24450, giga_loss[loss=0.2215, simple_loss=0.295, pruned_loss=0.07401, over 12197.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03361, over 39.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3184, pruned_loss=0.08422, over 2474712.93 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07566, over 20779.91 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3072, pruned_loss=0.07761, over 2467754.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.06163, over 8117.35 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3201, pruned_loss=0.08513, over 2474907.11 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07665, over 22096.85 utterances.], batch size: 39, lr: 4.20e-04
2022-08-25 05:24:32,086 INFO [train.py:927] (3/8) Epoch 8, batch 24500, giga_loss[loss=0.2253, simple_loss=0.3092, pruned_loss=0.07064, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04565, over 34.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.08334, over 2473846.65 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07384, over 20190.93 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3067, pruned_loss=0.07751, over 2467496.74 frames. utt_duration=1214 frames, utt_pad_proportion=0.06488, over 8142.53 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3192, pruned_loss=0.08432, over 2474396.11 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07378, over 21555.18 utterances.], batch size: 34, lr: 4.20e-04
2022-08-25 05:26:16,637 INFO [train.py:927] (3/8) Epoch 8, batch 24550, giga_loss[loss=0.2408, simple_loss=0.3253, pruned_loss=0.07813, over 12384.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04488, over 146.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3178, pruned_loss=0.08264, over 2474585.76 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07147, over 20410.58 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3071, pruned_loss=0.07763, over 2467484.81 frames. utt_duration=1203 frames, utt_pad_proportion=0.06846, over 8217.09 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3192, pruned_loss=0.08338, over 2475097.83 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07038, over 21581.04 utterances.], batch size: 146, lr: 4.20e-04
2022-08-25 05:28:02,156 INFO [train.py:927] (3/8) Epoch 8, batch 24600, giga_loss[loss=0.2085, simple_loss=0.2896, pruned_loss=0.06372, over 12368.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03137, over 58.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3176, pruned_loss=0.08264, over 2475077.96 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06769, over 19836.40 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3068, pruned_loss=0.07752, over 2467693.13 frames. utt_duration=1206 frames, utt_pad_proportion=0.06697, over 8191.90 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3193, pruned_loss=0.08347, over 2475502.95 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06755, over 21115.07 utterances.], batch size: 58, lr: 4.20e-04
2022-08-25 05:29:48,160 INFO [train.py:927] (3/8) Epoch 8, batch 24650, giga_loss[loss=0.231, simple_loss=0.308, pruned_loss=0.07694, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03045, over 42.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08562, over 2474793.69 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07246, over 20567.12 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3071, pruned_loss=0.07727, over 2467856.65 frames. utt_duration=1210 frames, utt_pad_proportion=0.06609, over 8166.52 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08664, over 2475128.30 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07237, over 21863.21 utterances.], batch size: 42, lr: 4.20e-04
2022-08-25 05:31:34,160 INFO [train.py:927] (3/8) Epoch 8, batch 24700, giga_loss[loss=0.2236, simple_loss=0.2983, pruned_loss=0.07452, over 12364.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.246, simple_loss=0.32, pruned_loss=0.08597, over 2475618.57 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07524, over 20434.74 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3074, pruned_loss=0.07747, over 2468400.14 frames. utt_duration=1196 frames, utt_pad_proportion=0.06994, over 8267.34 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3211, pruned_loss=0.08684, over 2475605.13 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0737, over 21708.31 utterances.], batch size: 91, lr: 4.20e-04
2022-08-25 05:33:18,160 INFO [train.py:927] (3/8) Epoch 8, batch 24750, giga_loss[loss=0.1994, simple_loss=0.2904, pruned_loss=0.05418, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04179, over 31.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3194, pruned_loss=0.08535, over 2475621.23 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07926, over 20984.18 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3073, pruned_loss=0.07732, over 2468678.27 frames. utt_duration=1196 frames, utt_pad_proportion=0.06825, over 8264.70 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3209, pruned_loss=0.08649, over 2475637.56 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07852, over 22473.03 utterances.], batch size: 31, lr: 4.20e-04
2022-08-25 05:35:00,899 INFO [train.py:927] (3/8) Epoch 8, batch 24800, giga_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06456, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02625, over 45.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3191, pruned_loss=0.08433, over 2475260.40 frames. utt_duration=473.4 frames, utt_pad_proportion=0.08169, over 20981.59 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3073, pruned_loss=0.07748, over 2468911.30 frames. utt_duration=1188 frames, utt_pad_proportion=0.07132, over 8322.66 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3205, pruned_loss=0.0852, over 2475181.40 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07992, over 22342.68 utterances.], batch size: 45, lr: 4.20e-04
2022-08-25 05:36:49,175 INFO [train.py:927] (3/8) Epoch 8, batch 24850, libri_loss[loss=0.2039, simple_loss=0.2891, pruned_loss=0.05933, over 12300.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006934, over 36.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3157, pruned_loss=0.08262, over 2474493.61 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07805, over 19957.35 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3065, pruned_loss=0.07713, over 2468567.31 frames. utt_duration=1199 frames, utt_pad_proportion=0.06867, over 8243.22 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3181, pruned_loss=0.08398, over 2475040.44 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07791, over 21769.20 utterances.], batch size: 36, lr: 4.20e-04
2022-08-25 05:38:33,566 INFO [train.py:927] (3/8) Epoch 8, batch 24900, giga_loss[loss=0.278, simple_loss=0.3439, pruned_loss=0.106, over 12443.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03326, over 86.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3177, pruned_loss=0.08433, over 2474935.76 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07973, over 20158.68 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3066, pruned_loss=0.07712, over 2468420.06 frames. utt_duration=1204 frames, utt_pad_proportion=0.06765, over 8213.59 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3197, pruned_loss=0.08549, over 2475617.58 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07985, over 21822.71 utterances.], batch size: 86, lr: 4.20e-04
2022-08-25 05:40:22,503 INFO [train.py:927] (3/8) Epoch 8, batch 24950, giga_loss[loss=0.2398, simple_loss=0.3237, pruned_loss=0.0779, over 12422.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.02468, over 91.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3217, pruned_loss=0.08416, over 2474029.37 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07567, over 20032.00 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3066, pruned_loss=0.07709, over 2468081.84 frames. utt_duration=1205 frames, utt_pad_proportion=0.06729, over 8206.31 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3234, pruned_loss=0.08522, over 2474942.80 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07621, over 21509.67 utterances.], batch size: 91, lr: 4.19e-04
2022-08-25 05:42:06,972 INFO [train.py:927] (3/8) Epoch 8, batch 25000, giga_loss[loss=0.2479, simple_loss=0.3306, pruned_loss=0.08253, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.246, simple_loss=0.323, pruned_loss=0.0845, over 2474017.03 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07473, over 19719.92 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3066, pruned_loss=0.07703, over 2468047.28 frames. utt_duration=1202 frames, utt_pad_proportion=0.06742, over 8220.10 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3248, pruned_loss=0.0856, over 2474941.66 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07525, over 21198.85 utterances.], batch size: 91, lr: 4.19e-04
2022-08-25 05:43:50,002 INFO [train.py:927] (3/8) Epoch 8, batch 25050, giga_loss[loss=0.1845, simple_loss=0.2724, pruned_loss=0.0483, over 12176.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03979, over 28.00 utterances.], tot_loss[loss=0.247, simple_loss=0.323, pruned_loss=0.08554, over 2473483.55 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07848, over 19733.19 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3067, pruned_loss=0.07723, over 2467993.06 frames. utt_duration=1196 frames, utt_pad_proportion=0.07033, over 8264.20 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3252, pruned_loss=0.0866, over 2474564.53 frames. utt_duration=464 frames, utt_pad_proportion=0.07796, over 21398.82 utterances.], batch size: 28, lr: 4.19e-04
2022-08-25 05:45:35,846 INFO [train.py:927] (3/8) Epoch 8, batch 25100, giga_loss[loss=0.2778, simple_loss=0.344, pruned_loss=0.1058, over 12405.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07243, over 212.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3215, pruned_loss=0.08549, over 2473714.03 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07461, over 19666.61 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3057, pruned_loss=0.07663, over 2467525.41 frames. utt_duration=1206 frames, utt_pad_proportion=0.06855, over 8192.07 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3248, pruned_loss=0.0872, over 2475204.20 frames. utt_duration=462 frames, utt_pad_proportion=0.07519, over 21498.96 utterances.], batch size: 212, lr: 4.19e-04
2022-08-25 05:47:20,866 INFO [train.py:927] (3/8) Epoch 8, batch 25150, giga_loss[loss=0.2422, simple_loss=0.3242, pruned_loss=0.08015, over 12370.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3197, pruned_loss=0.08449, over 2474012.12 frames. utt_duration=513.3 frames, utt_pad_proportion=0.07276, over 19334.53 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3053, pruned_loss=0.07624, over 2467825.46 frames. utt_duration=1212 frames, utt_pad_proportion=0.06659, over 8155.93 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3231, pruned_loss=0.08652, over 2475155.80 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07418, over 21259.41 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 05:49:06,535 INFO [train.py:927] (3/8) Epoch 8, batch 25200, giga_loss[loss=0.2453, simple_loss=0.3227, pruned_loss=0.08397, over 12398.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03629, over 113.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3206, pruned_loss=0.08587, over 2475159.30 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07118, over 19535.20 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3054, pruned_loss=0.07642, over 2468141.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.06688, over 8186.35 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3235, pruned_loss=0.08744, over 2475867.67 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07238, over 21186.99 utterances.], batch size: 113, lr: 4.19e-04
2022-08-25 05:50:49,709 INFO [train.py:927] (3/8) Epoch 8, batch 25250, libri_loss[loss=0.2838, simple_loss=0.3631, pruned_loss=0.1023, over 12446.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009891, over 39.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3199, pruned_loss=0.08573, over 2475367.03 frames. utt_duration=511.3 frames, utt_pad_proportion=0.0693, over 19421.06 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3056, pruned_loss=0.0764, over 2468374.35 frames. utt_duration=1211 frames, utt_pad_proportion=0.06616, over 8163.71 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3222, pruned_loss=0.08712, over 2475804.29 frames. utt_duration=475 frames, utt_pad_proportion=0.07067, over 20914.23 utterances.], batch size: 39, lr: 4.19e-04
2022-08-25 05:52:34,759 INFO [train.py:927] (3/8) Epoch 8, batch 25300, giga_loss[loss=0.2162, simple_loss=0.2965, pruned_loss=0.06795, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02637, over 48.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3212, pruned_loss=0.08548, over 2475817.15 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06699, over 19314.23 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3061, pruned_loss=0.07627, over 2468501.25 frames. utt_duration=1213 frames, utt_pad_proportion=0.06514, over 8152.58 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3229, pruned_loss=0.08686, over 2476173.56 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06861, over 20715.18 utterances.], batch size: 48, lr: 4.19e-04
2022-08-25 05:54:20,764 INFO [train.py:927] (3/8) Epoch 8, batch 25350, giga_loss[loss=0.24, simple_loss=0.3369, pruned_loss=0.07152, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03325, over 58.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3205, pruned_loss=0.08495, over 2475276.60 frames. utt_duration=511 frames, utt_pad_proportion=0.06955, over 19433.39 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3057, pruned_loss=0.07586, over 2468470.95 frames. utt_duration=1220 frames, utt_pad_proportion=0.06308, over 8103.51 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3229, pruned_loss=0.08687, over 2475917.57 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07155, over 21115.51 utterances.], batch size: 58, lr: 4.19e-04
2022-08-25 05:56:05,008 INFO [train.py:927] (3/8) Epoch 8, batch 25400, giga_loss[loss=0.2161, simple_loss=0.3135, pruned_loss=0.05933, over 12350.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3223, pruned_loss=0.08404, over 2475352.70 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06537, over 18742.33 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3054, pruned_loss=0.07585, over 2468790.52 frames. utt_duration=1225 frames, utt_pad_proportion=0.06219, over 8071.75 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3247, pruned_loss=0.08573, over 2475696.52 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06767, over 20309.88 utterances.], batch size: 70, lr: 4.19e-04
2022-08-25 05:57:49,840 INFO [train.py:927] (3/8) Epoch 8, batch 25450, libri_loss[loss=0.243, simple_loss=0.3265, pruned_loss=0.07972, over 12411.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03674, over 46.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3231, pruned_loss=0.08444, over 2475367.24 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06566, over 18457.71 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3049, pruned_loss=0.07558, over 2468946.45 frames. utt_duration=1219 frames, utt_pad_proportion=0.06495, over 8112.37 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.326, pruned_loss=0.0863, over 2475712.81 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06661, over 20016.26 utterances.], batch size: 46, lr: 4.19e-04
2022-08-25 05:59:40,356 INFO [train.py:927] (3/8) Epoch 8, batch 25500, giga_loss[loss=0.2235, simple_loss=0.3034, pruned_loss=0.0718, over 12448.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03561, over 123.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3249, pruned_loss=0.08653, over 2475706.28 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06797, over 19146.08 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.305, pruned_loss=0.07561, over 2468918.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.06795, over 8162.04 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3276, pruned_loss=0.08826, over 2476171.14 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06742, over 20644.14 utterances.], batch size: 123, lr: 4.19e-04
2022-08-25 06:01:23,326 INFO [train.py:927] (3/8) Epoch 8, batch 25550, giga_loss[loss=0.2204, simple_loss=0.3073, pruned_loss=0.06676, over 12353.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02921, over 91.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3258, pruned_loss=0.08748, over 2475507.67 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07058, over 20031.60 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.305, pruned_loss=0.07571, over 2468679.77 frames. utt_duration=1205 frames, utt_pad_proportion=0.07048, over 8202.72 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3285, pruned_loss=0.08906, over 2476281.25 frames. utt_duration=462 frames, utt_pad_proportion=0.06901, over 21507.83 utterances.], batch size: 91, lr: 4.19e-04
2022-08-25 06:03:08,844 INFO [train.py:927] (3/8) Epoch 8, batch 25600, giga_loss[loss=0.2222, simple_loss=0.309, pruned_loss=0.06772, over 12341.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03198, over 62.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3254, pruned_loss=0.08526, over 2475307.35 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07294, over 19874.54 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.305, pruned_loss=0.07567, over 2468677.37 frames. utt_duration=1207 frames, utt_pad_proportion=0.07022, over 8194.70 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3277, pruned_loss=0.08658, over 2475947.20 frames. utt_duration=471 frames, utt_pad_proportion=0.07165, over 21091.62 utterances.], batch size: 62, lr: 4.19e-04
2022-08-25 06:04:56,047 INFO [train.py:927] (3/8) Epoch 8, batch 25650, giga_loss[loss=0.2357, simple_loss=0.3118, pruned_loss=0.07978, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0294, over 91.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3258, pruned_loss=0.08583, over 2475562.48 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07647, over 20699.45 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3051, pruned_loss=0.0756, over 2468940.25 frames. utt_duration=1197 frames, utt_pad_proportion=0.07342, over 8259.44 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.328, pruned_loss=0.08715, over 2475947.47 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07418, over 21832.65 utterances.], batch size: 91, lr: 4.19e-04
2022-08-25 06:06:42,708 INFO [train.py:927] (3/8) Epoch 8, batch 25700, libri_loss[loss=0.3065, simple_loss=0.4181, pruned_loss=0.09742, over 12430.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01551, over 40.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.325, pruned_loss=0.08532, over 2475325.91 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07877, over 21112.74 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3063, pruned_loss=0.07557, over 2468619.78 frames. utt_duration=1201 frames, utt_pad_proportion=0.07235, over 8231.54 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3259, pruned_loss=0.08658, over 2476065.52 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07734, over 22293.74 utterances.], batch size: 40, lr: 4.19e-04
2022-08-25 06:08:27,416 INFO [train.py:927] (3/8) Epoch 8, batch 25750, giga_loss[loss=0.2251, simple_loss=0.3055, pruned_loss=0.07233, over 12343.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03337, over 51.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3233, pruned_loss=0.0851, over 2475339.05 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08067, over 21419.16 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3065, pruned_loss=0.07547, over 2468800.15 frames. utt_duration=1203 frames, utt_pad_proportion=0.07071, over 8216.78 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3246, pruned_loss=0.08662, over 2476035.36 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08019, over 22959.33 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 06:10:08,437 INFO [train.py:927] (3/8) Epoch 8, batch 25800, giga_loss[loss=0.2542, simple_loss=0.3217, pruned_loss=0.09337, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03295, over 51.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3218, pruned_loss=0.08489, over 2474958.30 frames. utt_duration=480 frames, utt_pad_proportion=0.07653, over 20687.51 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3057, pruned_loss=0.07513, over 2468534.57 frames. utt_duration=1206 frames, utt_pad_proportion=0.07029, over 8194.75 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3239, pruned_loss=0.08661, over 2475908.24 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07657, over 22217.48 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 06:11:47,654 INFO [train.py:927] (3/8) Epoch 8, batch 25850, giga_loss[loss=0.1957, simple_loss=0.2794, pruned_loss=0.05596, over 12357.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.032, over 51.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3184, pruned_loss=0.08208, over 2474652.40 frames. utt_duration=476.4 frames, utt_pad_proportion=0.0731, over 20841.43 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3054, pruned_loss=0.07496, over 2468198.78 frames. utt_duration=1211 frames, utt_pad_proportion=0.06909, over 8163.17 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3207, pruned_loss=0.08386, over 2475898.68 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07377, over 22456.91 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 06:13:35,105 INFO [train.py:927] (3/8) Epoch 8, batch 25900, giga_loss[loss=0.2352, simple_loss=0.3135, pruned_loss=0.07844, over 12441.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0506, over 162.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.317, pruned_loss=0.08164, over 2474562.66 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07106, over 20682.01 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3052, pruned_loss=0.07501, over 2468546.97 frames. utt_duration=1217 frames, utt_pad_proportion=0.0673, over 8125.02 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3194, pruned_loss=0.08324, over 2475462.41 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07237, over 22430.63 utterances.], batch size: 162, lr: 4.19e-04
2022-08-25 06:15:19,843 INFO [train.py:927] (3/8) Epoch 8, batch 25950, giga_loss[loss=0.2294, simple_loss=0.3214, pruned_loss=0.06866, over 12344.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03051, over 70.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3149, pruned_loss=0.08115, over 2474643.25 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07646, over 21666.73 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.305, pruned_loss=0.07503, over 2468346.51 frames. utt_duration=1217 frames, utt_pad_proportion=0.06711, over 8122.81 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3171, pruned_loss=0.08251, over 2475627.19 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07721, over 23278.00 utterances.], batch size: 70, lr: 4.18e-04
2022-08-25 06:17:04,450 INFO [train.py:927] (3/8) Epoch 8, batch 26000, giga_loss[loss=0.2501, simple_loss=0.3189, pruned_loss=0.09066, over 12459.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03046, over 55.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3171, pruned_loss=0.08198, over 2475623.03 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07195, over 21746.55 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.305, pruned_loss=0.07503, over 2468346.51 frames. utt_duration=1217 frames, utt_pad_proportion=0.06711, over 8122.81 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3189, pruned_loss=0.08303, over 2476388.84 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07279, over 23000.63 utterances.], batch size: 55, lr: 4.18e-04
2022-08-25 06:18:50,111 INFO [train.py:927] (3/8) Epoch 8, batch 26050, giga_loss[loss=0.2262, simple_loss=0.3059, pruned_loss=0.07324, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03696, over 105.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3164, pruned_loss=0.08131, over 2475085.52 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06657, over 20812.70 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3049, pruned_loss=0.07493, over 2468362.58 frames. utt_duration=1219 frames, utt_pad_proportion=0.06663, over 8107.64 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.318, pruned_loss=0.0823, over 2475727.96 frames. utt_duration=453 frames, utt_pad_proportion=0.06768, over 21932.67 utterances.], batch size: 105, lr: 4.18e-04
2022-08-25 06:20:37,068 INFO [train.py:927] (3/8) Epoch 8, batch 26100, libri_loss[loss=0.2691, simple_loss=0.3326, pruned_loss=0.1028, over 12443.00 frames. utt_duration=755.8 frames, utt_pad_proportion=0.1362, over 66.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3177, pruned_loss=0.08219, over 2475349.97 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06901, over 20652.03 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3056, pruned_loss=0.07539, over 2468462.35 frames. utt_duration=1205 frames, utt_pad_proportion=0.07067, over 8202.71 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3185, pruned_loss=0.08264, over 2475849.94 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06841, over 21621.36 utterances.], batch size: 66, lr: 4.18e-04
2022-08-25 06:22:21,710 INFO [train.py:927] (3/8) Epoch 8, batch 26150, giga_loss[loss=0.3196, simple_loss=0.3612, pruned_loss=0.139, over 12399.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.08287, over 2475946.53 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07437, over 20520.76 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.305, pruned_loss=0.07506, over 2468712.28 frames. utt_duration=1209 frames, utt_pad_proportion=0.06968, over 8178.06 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3194, pruned_loss=0.08367, over 2476275.29 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07398, over 21585.57 utterances.], batch size: 260, lr: 4.18e-04
2022-08-25 06:24:10,532 INFO [train.py:927] (3/8) Epoch 8, batch 26200, libri_loss[loss=0.2134, simple_loss=0.3, pruned_loss=0.06342, over 12446.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03404, over 46.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3196, pruned_loss=0.08428, over 2476248.99 frames. utt_duration=467.2 frames, utt_pad_proportion=0.08009, over 21265.59 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3044, pruned_loss=0.07473, over 2468720.79 frames. utt_duration=1214 frames, utt_pad_proportion=0.06785, over 8141.66 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3218, pruned_loss=0.08554, over 2476784.47 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08016, over 22609.06 utterances.], batch size: 46, lr: 4.18e-04
2022-08-25 06:25:54,281 INFO [train.py:927] (3/8) Epoch 8, batch 26250, giga_loss[loss=0.2027, simple_loss=0.2747, pruned_loss=0.0654, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05051, over 34.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3203, pruned_loss=0.08434, over 2476322.15 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07916, over 21917.85 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.305, pruned_loss=0.07496, over 2468840.79 frames. utt_duration=1213 frames, utt_pad_proportion=0.06726, over 8149.73 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3219, pruned_loss=0.08535, over 2476818.86 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07952, over 23274.06 utterances.], batch size: 34, lr: 4.18e-04
2022-08-25 06:27:36,504 INFO [train.py:927] (3/8) Epoch 8, batch 26300, giga_loss[loss=0.212, simple_loss=0.3, pruned_loss=0.06199, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02593, over 45.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3196, pruned_loss=0.08482, over 2476570.30 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07971, over 21666.17 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3048, pruned_loss=0.07494, over 2468881.98 frames. utt_duration=1210 frames, utt_pad_proportion=0.0694, over 8172.31 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3217, pruned_loss=0.0861, over 2477243.84 frames. utt_duration=425.5 frames, utt_pad_proportion=0.0796, over 23366.34 utterances.], batch size: 45, lr: 4.18e-04
2022-08-25 06:29:19,286 INFO [train.py:927] (3/8) Epoch 8, batch 26350, giga_loss[loss=0.2405, simple_loss=0.3083, pruned_loss=0.08639, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02729, over 45.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3183, pruned_loss=0.08481, over 2476020.35 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07811, over 21555.56 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3042, pruned_loss=0.07465, over 2468694.01 frames. utt_duration=1217 frames, utt_pad_proportion=0.06799, over 8121.84 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08635, over 2476908.86 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07867, over 23323.23 utterances.], batch size: 45, lr: 4.18e-04
2022-08-25 06:30:58,746 INFO [train.py:927] (3/8) Epoch 8, batch 26400, giga_loss[loss=0.2307, simple_loss=0.3126, pruned_loss=0.07446, over 12270.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02752, over 54.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3184, pruned_loss=0.0848, over 2475567.59 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07582, over 21145.68 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3044, pruned_loss=0.0747, over 2468805.67 frames. utt_duration=1209 frames, utt_pad_proportion=0.07084, over 8181.11 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3205, pruned_loss=0.0861, over 2476264.21 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07547, over 22671.13 utterances.], batch size: 54, lr: 4.18e-04
2022-08-25 06:32:41,781 INFO [train.py:927] (3/8) Epoch 8, batch 26450, giga_loss[loss=0.2225, simple_loss=0.3028, pruned_loss=0.07107, over 12362.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04432, over 37.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3188, pruned_loss=0.08539, over 2475656.27 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07489, over 20901.70 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3044, pruned_loss=0.07483, over 2468681.91 frames. utt_duration=1207 frames, utt_pad_proportion=0.07073, over 8192.51 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3206, pruned_loss=0.08642, over 2476392.89 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07472, over 22268.82 utterances.], batch size: 37, lr: 4.18e-04
2022-08-25 06:34:22,680 INFO [train.py:927] (3/8) Epoch 8, batch 26500, giga_loss[loss=0.2395, simple_loss=0.3176, pruned_loss=0.08069, over 12352.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3206, pruned_loss=0.08711, over 2475713.37 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07971, over 20848.28 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3058, pruned_loss=0.07593, over 2469009.11 frames. utt_duration=1152 frames, utt_pad_proportion=0.09034, over 8585.69 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3212, pruned_loss=0.08721, over 2476166.41 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07263, over 21871.66 utterances.], batch size: 97, lr: 4.18e-04
2022-08-25 06:34:35,842 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-25 06:37:07,866 INFO [train.py:927] (3/8) Epoch 9, batch 50, giga_loss[loss=0.2103, simple_loss=0.3001, pruned_loss=0.06022, over 12365.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.0321, over 62.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.325, pruned_loss=0.07383, over 548390.30 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05995, over 4095.36 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3135, pruned_loss=0.06976, over 72899.46 frames. utt_duration=1308 frames, utt_pad_proportion=0.01619, over 223.23 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3265, pruned_loss=0.07439, over 489938.24 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06198, over 3929.26 utterances.], batch size: 62, lr: 4.08e-04
2022-08-25 06:38:56,154 INFO [train.py:927] (3/8) Epoch 9, batch 100, giga_loss[loss=0.1744, simple_loss=0.2546, pruned_loss=0.04714, over 12236.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.03037, over 39.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2968, pruned_loss=0.06309, over 975235.83 frames. utt_duration=542.5 frames, utt_pad_proportion=0.07124, over 7210.77 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3098, pruned_loss=0.06845, over 85002.97 frames. utt_duration=1340 frames, utt_pad_proportion=0.01481, over 254.11 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2961, pruned_loss=0.06284, over 921904.97 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07254, over 7071.89 utterances.], batch size: 39, lr: 4.08e-04
2022-08-25 06:40:40,046 INFO [train.py:927] (3/8) Epoch 9, batch 150, giga_loss[loss=0.1828, simple_loss=0.2688, pruned_loss=0.04838, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2825, pruned_loss=0.05719, over 1307250.96 frames. utt_duration=544.6 frames, utt_pad_proportion=0.0658, over 9628.62 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.307, pruned_loss=0.06609, over 155387.77 frames. utt_duration=1308 frames, utt_pad_proportion=0.0203, over 475.70 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2806, pruned_loss=0.05655, over 1229219.07 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06742, over 9544.02 utterances.], batch size: 161, lr: 4.08e-04
2022-08-25 06:42:23,537 INFO [train.py:927] (3/8) Epoch 9, batch 200, giga_loss[loss=0.1686, simple_loss=0.2555, pruned_loss=0.04085, over 12358.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02694, over 70.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2712, pruned_loss=0.05275, over 1565684.58 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06048, over 11350.66 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3025, pruned_loss=0.06388, over 189629.26 frames. utt_duration=1334 frames, utt_pad_proportion=0.02011, over 569.09 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.2693, pruned_loss=0.05214, over 1490596.69 frames. utt_duration=527.4 frames, utt_pad_proportion=0.0619, over 11336.96 utterances.], batch size: 70, lr: 4.08e-04
2022-08-25 06:44:05,247 INFO [train.py:927] (3/8) Epoch 9, batch 250, giga_loss[loss=0.1633, simple_loss=0.2448, pruned_loss=0.04092, over 12384.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.1854, simple_loss=0.2672, pruned_loss=0.05181, over 1766681.59 frames. utt_duration=524.8 frames, utt_pad_proportion=0.07203, over 13504.44 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2983, pruned_loss=0.06267, over 268052.96 frames. utt_duration=1348 frames, utt_pad_proportion=0.01823, over 796.51 utterances.], giga_tot_loss[loss=0.1834, simple_loss=0.2648, pruned_loss=0.05099, over 1681200.36 frames. utt_duration=494 frames, utt_pad_proportion=0.07379, over 13653.53 utterances.], batch size: 80, lr: 4.08e-04
2022-08-25 06:45:46,216 INFO [train.py:927] (3/8) Epoch 9, batch 300, giga_loss[loss=0.1534, simple_loss=0.2408, pruned_loss=0.03304, over 12442.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04405, over 134.00 utterances.], tot_loss[loss=0.1827, simple_loss=0.2646, pruned_loss=0.05037, over 1923062.69 frames. utt_duration=519.8 frames, utt_pad_proportion=0.07099, over 14842.19 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2981, pruned_loss=0.06169, over 343806.57 frames. utt_duration=1335 frames, utt_pad_proportion=0.01733, over 1031.12 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2613, pruned_loss=0.04938, over 1834773.79 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07328, over 15182.72 utterances.], batch size: 134, lr: 4.08e-04
2022-08-25 06:47:29,673 INFO [train.py:927] (3/8) Epoch 9, batch 350, giga_loss[loss=0.1291, simple_loss=0.2117, pruned_loss=0.02322, over 12411.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.1805, simple_loss=0.2622, pruned_loss=0.04943, over 2045210.49 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07234, over 16371.26 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2978, pruned_loss=0.06119, over 406640.58 frames. utt_duration=1328 frames, utt_pad_proportion=0.01785, over 1225.91 utterances.], giga_tot_loss[loss=0.1777, simple_loss=0.2586, pruned_loss=0.04835, over 1961534.05 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07454, over 16839.19 utterances.], batch size: 58, lr: 4.08e-04
2022-08-25 06:49:15,035 INFO [train.py:927] (3/8) Epoch 9, batch 400, giga_loss[loss=0.1642, simple_loss=0.2506, pruned_loss=0.03895, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.1788, simple_loss=0.2599, pruned_loss=0.04885, over 2139849.29 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06879, over 16595.68 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.06128, over 477399.17 frames. utt_duration=1331 frames, utt_pad_proportion=0.01814, over 1435.82 utterances.], giga_tot_loss[loss=0.1755, simple_loss=0.2558, pruned_loss=0.04754, over 2060964.44 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07129, over 17254.85 utterances.], batch size: 162, lr: 4.08e-04
2022-08-25 06:50:58,089 INFO [train.py:927] (3/8) Epoch 9, batch 450, giga_loss[loss=0.152, simple_loss=0.2339, pruned_loss=0.03508, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.1756, simple_loss=0.257, pruned_loss=0.04708, over 2213875.40 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06332, over 16195.69 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.3, pruned_loss=0.06206, over 546236.83 frames. utt_duration=1326 frames, utt_pad_proportion=0.01751, over 1649.29 utterances.], giga_tot_loss[loss=0.1712, simple_loss=0.2517, pruned_loss=0.04533, over 2141001.23 frames. utt_duration=505 frames, utt_pad_proportion=0.06631, over 17008.61 utterances.], batch size: 105, lr: 4.08e-04
2022-08-25 06:52:42,956 INFO [train.py:927] (3/8) Epoch 9, batch 500, libri_loss[loss=0.2437, simple_loss=0.3263, pruned_loss=0.08057, over 12461.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005264, over 35.00 utterances.], tot_loss[loss=0.1811, simple_loss=0.2622, pruned_loss=0.05001, over 2271760.10 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06537, over 17416.81 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3016, pruned_loss=0.06318, over 584462.07 frames. utt_duration=1324 frames, utt_pad_proportion=0.01718, over 1768.42 utterances.], giga_tot_loss[loss=0.1767, simple_loss=0.257, pruned_loss=0.04818, over 2209820.52 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06788, over 18232.88 utterances.], batch size: 35, lr: 4.08e-04
2022-08-25 06:54:25,302 INFO [train.py:927] (3/8) Epoch 9, batch 550, giga_loss[loss=0.245, simple_loss=0.3327, pruned_loss=0.07864, over 12386.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02648, over 91.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2744, pruned_loss=0.05539, over 2317287.44 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06173, over 17251.12 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3009, pruned_loss=0.06286, over 640514.39 frames. utt_duration=1317 frames, utt_pad_proportion=0.01935, over 1948.14 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2697, pruned_loss=0.05385, over 2262742.98 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06425, over 18164.33 utterances.], batch size: 91, lr: 4.07e-04
2022-08-25 06:56:10,751 INFO [train.py:927] (3/8) Epoch 9, batch 600, giga_loss[loss=0.1877, simple_loss=0.2768, pruned_loss=0.04935, over 12471.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.039, over 26.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2819, pruned_loss=0.05787, over 2352103.04 frames. utt_duration=538.8 frames, utt_pad_proportion=0.0618, over 17511.56 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.299, pruned_loss=0.06213, over 667484.37 frames. utt_duration=1327 frames, utt_pad_proportion=0.01884, over 2013.60 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2786, pruned_loss=0.05683, over 2307503.06 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06398, over 18376.66 utterances.], batch size: 26, lr: 4.07e-04
2022-08-25 06:57:55,337 INFO [train.py:927] (3/8) Epoch 9, batch 650, giga_loss[loss=0.196, simple_loss=0.2878, pruned_loss=0.05216, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03437, over 105.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2855, pruned_loss=0.05866, over 2379232.22 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06374, over 18378.81 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2974, pruned_loss=0.06137, over 694318.42 frames. utt_duration=1341 frames, utt_pad_proportion=0.01893, over 2073.13 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2832, pruned_loss=0.058, over 2342667.53 frames. utt_duration=489 frames, utt_pad_proportion=0.06548, over 19221.40 utterances.], batch size: 105, lr: 4.07e-04
2022-08-25 06:59:40,654 INFO [train.py:927] (3/8) Epoch 9, batch 700, giga_loss[loss=0.1958, simple_loss=0.2881, pruned_loss=0.0517, over 12474.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.038, over 31.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2891, pruned_loss=0.06098, over 2400244.99 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06058, over 17528.53 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2948, pruned_loss=0.0602, over 746580.11 frames. utt_duration=1360 frames, utt_pad_proportion=0.01905, over 2197.53 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2877, pruned_loss=0.06075, over 2369050.71 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06255, over 18510.83 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:01:22,767 INFO [train.py:927] (3/8) Epoch 9, batch 750, libri_loss[loss=0.1632, simple_loss=0.2495, pruned_loss=0.03847, over 12385.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.01018, over 30.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2935, pruned_loss=0.06303, over 2416698.65 frames. utt_duration=558.9 frames, utt_pad_proportion=0.0632, over 17343.84 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2955, pruned_loss=0.06053, over 823165.97 frames. utt_duration=1347 frames, utt_pad_proportion=0.02209, over 2446.64 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2921, pruned_loss=0.06285, over 2388277.73 frames. utt_duration=517.3 frames, utt_pad_proportion=0.065, over 18521.66 utterances.], batch size: 30, lr: 4.07e-04
2022-08-25 07:03:05,543 INFO [train.py:927] (3/8) Epoch 9, batch 800, giga_loss[loss=0.1828, simple_loss=0.274, pruned_loss=0.04578, over 12377.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05277, over 34.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.297, pruned_loss=0.06383, over 2428661.74 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06143, over 17237.73 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2944, pruned_loss=0.05996, over 863615.39 frames. utt_duration=1355 frames, utt_pad_proportion=0.02113, over 2551.46 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2963, pruned_loss=0.06396, over 2405207.38 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06343, over 18422.61 utterances.], batch size: 34, lr: 4.07e-04
2022-08-25 07:04:49,550 INFO [train.py:927] (3/8) Epoch 9, batch 850, giga_loss[loss=0.2203, simple_loss=0.3086, pruned_loss=0.06601, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03337, over 80.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2982, pruned_loss=0.06298, over 2438467.37 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05999, over 16772.17 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2944, pruned_loss=0.05937, over 895575.51 frames. utt_duration=1348 frames, utt_pad_proportion=0.02175, over 2659.68 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2976, pruned_loss=0.06332, over 2419118.89 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06195, over 17873.89 utterances.], batch size: 80, lr: 4.07e-04
2022-08-25 07:06:35,217 INFO [train.py:927] (3/8) Epoch 9, batch 900, giga_loss[loss=0.2225, simple_loss=0.3133, pruned_loss=0.0659, over 12334.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03106, over 70.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2997, pruned_loss=0.06357, over 2445790.58 frames. utt_duration=577.4 frames, utt_pad_proportion=0.0633, over 16986.51 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2944, pruned_loss=0.05938, over 934786.35 frames. utt_duration=1319 frames, utt_pad_proportion=0.03285, over 2838.81 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2994, pruned_loss=0.06392, over 2429518.60 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06348, over 18023.15 utterances.], batch size: 70, lr: 4.07e-04
2022-08-25 07:08:21,569 INFO [train.py:927] (3/8) Epoch 9, batch 950, giga_loss[loss=0.2106, simple_loss=0.2948, pruned_loss=0.06319, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02509, over 48.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3021, pruned_loss=0.06643, over 2451531.98 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06246, over 17073.79 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05915, over 942505.42 frames. utt_duration=1320 frames, utt_pad_proportion=0.03254, over 2858.62 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.302, pruned_loss=0.06682, over 2438670.79 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06272, over 17928.27 utterances.], batch size: 48, lr: 4.07e-04
2022-08-25 07:10:13,792 INFO [train.py:927] (3/8) Epoch 9, batch 1000, giga_loss[loss=0.2213, simple_loss=0.2902, pruned_loss=0.07624, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03301, over 42.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3018, pruned_loss=0.06753, over 2454807.25 frames. utt_duration=574.2 frames, utt_pad_proportion=0.0633, over 17145.95 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05932, over 987657.38 frames. utt_duration=1311 frames, utt_pad_proportion=0.03332, over 3018.02 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3019, pruned_loss=0.06799, over 2444134.32 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06372, over 18062.97 utterances.], batch size: 42, lr: 4.07e-04
2022-08-25 07:11:55,991 INFO [train.py:927] (3/8) Epoch 9, batch 1050, giga_loss[loss=0.1879, simple_loss=0.2805, pruned_loss=0.04765, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3001, pruned_loss=0.06691, over 2458974.16 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06229, over 17129.11 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2927, pruned_loss=0.05844, over 1016841.88 frames. utt_duration=1322 frames, utt_pad_proportion=0.03246, over 3080.22 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3009, pruned_loss=0.06777, over 2450519.33 frames. utt_duration=544.1 frames, utt_pad_proportion=0.063, over 18066.05 utterances.], batch size: 123, lr: 4.07e-04
2022-08-25 07:13:39,489 INFO [train.py:927] (3/8) Epoch 9, batch 1100, giga_loss[loss=0.1834, simple_loss=0.2635, pruned_loss=0.05171, over 12472.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03997, over 31.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2993, pruned_loss=0.06647, over 2462175.52 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06606, over 17338.64 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2928, pruned_loss=0.05874, over 1053058.18 frames. utt_duration=1325 frames, utt_pad_proportion=0.03123, over 3183.11 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3001, pruned_loss=0.06724, over 2455023.40 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06688, over 18301.74 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:15:23,880 INFO [train.py:927] (3/8) Epoch 9, batch 1150, giga_loss[loss=0.223, simple_loss=0.2895, pruned_loss=0.07825, over 12385.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2954, pruned_loss=0.06491, over 2465050.05 frames. utt_duration=545.6 frames, utt_pad_proportion=0.07048, over 18122.60 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2926, pruned_loss=0.05831, over 1074323.38 frames. utt_duration=1330 frames, utt_pad_proportion=0.03051, over 3234.10 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2961, pruned_loss=0.06576, over 2459221.36 frames. utt_duration=518.7 frames, utt_pad_proportion=0.07113, over 19020.35 utterances.], batch size: 259, lr: 4.07e-04
2022-08-25 07:17:08,409 INFO [train.py:927] (3/8) Epoch 9, batch 1200, giga_loss[loss=0.2602, simple_loss=0.3147, pruned_loss=0.1028, over 12396.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2921, pruned_loss=0.06384, over 2466857.12 frames. utt_duration=521.4 frames, utt_pad_proportion=0.07309, over 18978.30 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2929, pruned_loss=0.05875, over 1115751.83 frames. utt_duration=1296 frames, utt_pad_proportion=0.04135, over 3447.26 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2926, pruned_loss=0.06452, over 2462017.11 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07246, over 19925.05 utterances.], batch size: 257, lr: 4.07e-04
2022-08-25 07:18:52,692 INFO [train.py:927] (3/8) Epoch 9, batch 1250, giga_loss[loss=0.2251, simple_loss=0.3072, pruned_loss=0.07148, over 12417.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03971, over 123.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2919, pruned_loss=0.06351, over 2468433.56 frames. utt_duration=535 frames, utt_pad_proportion=0.06728, over 18505.72 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.293, pruned_loss=0.05892, over 1135674.81 frames. utt_duration=1291 frames, utt_pad_proportion=0.04246, over 3524.19 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2922, pruned_loss=0.06404, over 2464842.62 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06698, over 19391.51 utterances.], batch size: 123, lr: 4.07e-04
2022-08-25 07:20:38,187 INFO [train.py:927] (3/8) Epoch 9, batch 1300, libri_loss[loss=0.2053, simple_loss=0.2927, pruned_loss=0.05898, over 12285.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006181, over 37.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2896, pruned_loss=0.06311, over 2468910.35 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06665, over 17837.71 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2926, pruned_loss=0.0586, over 1155298.02 frames. utt_duration=1295 frames, utt_pad_proportion=0.04143, over 3573.11 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.29, pruned_loss=0.06372, over 2466312.84 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06674, over 18692.00 utterances.], batch size: 37, lr: 4.07e-04
2022-08-25 07:22:21,422 INFO [train.py:927] (3/8) Epoch 9, batch 1350, giga_loss[loss=0.1683, simple_loss=0.2552, pruned_loss=0.0407, over 12429.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03319, over 75.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2861, pruned_loss=0.06194, over 2470224.30 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06114, over 17204.44 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2927, pruned_loss=0.05873, over 1168574.92 frames. utt_duration=1296 frames, utt_pad_proportion=0.04074, over 3610.29 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2863, pruned_loss=0.0624, over 2468035.85 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06163, over 17967.31 utterances.], batch size: 75, lr: 4.07e-04
2022-08-25 07:24:04,029 INFO [train.py:927] (3/8) Epoch 9, batch 1400, giga_loss[loss=0.2176, simple_loss=0.289, pruned_loss=0.07309, over 12396.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.02928, over 80.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2826, pruned_loss=0.06078, over 2469205.02 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05701, over 16342.22 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2924, pruned_loss=0.05849, over 1181549.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04019, over 3634.13 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2829, pruned_loss=0.06126, over 2467489.08 frames. utt_duration=581 frames, utt_pad_proportion=0.05774, over 17031.84 utterances.], batch size: 80, lr: 4.07e-04
2022-08-25 07:25:47,422 INFO [train.py:927] (3/8) Epoch 9, batch 1450, giga_loss[loss=0.1767, simple_loss=0.2492, pruned_loss=0.0521, over 12420.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03353, over 40.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2805, pruned_loss=0.05978, over 2470021.09 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06082, over 16254.53 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2929, pruned_loss=0.05829, over 1225665.87 frames. utt_duration=1303 frames, utt_pad_proportion=0.03902, over 3767.63 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2801, pruned_loss=0.06031, over 2468936.61 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06178, over 17098.21 utterances.], batch size: 40, lr: 4.07e-04
2022-08-25 07:27:31,273 INFO [train.py:927] (3/8) Epoch 9, batch 1500, libri_loss[loss=0.1633, simple_loss=0.2568, pruned_loss=0.03496, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008868, over 30.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2783, pruned_loss=0.0588, over 2470838.30 frames. utt_duration=632.6 frames, utt_pad_proportion=0.05638, over 15660.27 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2916, pruned_loss=0.0576, over 1268241.82 frames. utt_duration=1320 frames, utt_pad_proportion=0.03755, over 3846.56 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2782, pruned_loss=0.05959, over 2470258.00 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05793, over 16660.43 utterances.], batch size: 30, lr: 4.07e-04
2022-08-25 07:29:15,775 INFO [train.py:927] (3/8) Epoch 9, batch 1550, giga_loss[loss=0.2145, simple_loss=0.3012, pruned_loss=0.06388, over 12341.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03251, over 58.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2802, pruned_loss=0.05955, over 2471654.58 frames. utt_duration=639.7 frames, utt_pad_proportion=0.05422, over 15491.85 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2912, pruned_loss=0.05733, over 1291939.47 frames. utt_duration=1317 frames, utt_pad_proportion=0.03851, over 3928.09 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2801, pruned_loss=0.06032, over 2471314.89 frames. utt_duration=603.5 frames, utt_pad_proportion=0.0555, over 16419.98 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 07:30:59,971 INFO [train.py:927] (3/8) Epoch 9, batch 1600, libri_loss[loss=0.1665, simple_loss=0.2483, pruned_loss=0.04232, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007638, over 30.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2848, pruned_loss=0.06207, over 2471688.37 frames. utt_duration=608.3 frames, utt_pad_proportion=0.06328, over 16292.22 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2913, pruned_loss=0.05743, over 1343458.37 frames. utt_duration=1283 frames, utt_pad_proportion=0.0484, over 4192.19 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2843, pruned_loss=0.0628, over 2471928.05 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06202, over 17303.93 utterances.], batch size: 30, lr: 4.06e-04
2022-08-25 07:32:44,865 INFO [train.py:927] (3/8) Epoch 9, batch 1650, giga_loss[loss=0.2211, simple_loss=0.3097, pruned_loss=0.06628, over 12421.00 frames. utt_duration=437.5 frames, utt_pad_proportion=0.04466, over 114.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2899, pruned_loss=0.06396, over 2472490.01 frames. utt_duration=591.4 frames, utt_pad_proportion=0.06425, over 16765.52 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2911, pruned_loss=0.05735, over 1376613.10 frames. utt_duration=1267 frames, utt_pad_proportion=0.05322, over 4350.23 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2895, pruned_loss=0.06476, over 2472957.14 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06228, over 17772.71 utterances.], batch size: 114, lr: 4.06e-04
2022-08-25 07:34:30,090 INFO [train.py:927] (3/8) Epoch 9, batch 1700, giga_loss[loss=0.2099, simple_loss=0.3007, pruned_loss=0.05952, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03795, over 51.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2954, pruned_loss=0.06641, over 2472401.59 frames. utt_duration=563.7 frames, utt_pad_proportion=0.07133, over 17589.19 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2907, pruned_loss=0.05719, over 1398148.05 frames. utt_duration=1273 frames, utt_pad_proportion=0.05237, over 4399.85 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2953, pruned_loss=0.0673, over 2472990.53 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06977, over 18579.37 utterances.], batch size: 51, lr: 4.06e-04
2022-08-25 07:36:11,218 INFO [train.py:927] (3/8) Epoch 9, batch 1750, giga_loss[loss=0.2055, simple_loss=0.2885, pruned_loss=0.06124, over 12313.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03544, over 62.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2984, pruned_loss=0.06778, over 2472752.56 frames. utt_duration=527.8 frames, utt_pad_proportion=0.07551, over 18793.75 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2909, pruned_loss=0.05775, over 1434946.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05785, over 4558.25 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2985, pruned_loss=0.06853, over 2473449.67 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07345, over 19870.22 utterances.], batch size: 62, lr: 4.06e-04
2022-08-25 07:37:56,087 INFO [train.py:927] (3/8) Epoch 9, batch 1800, giga_loss[loss=0.2275, simple_loss=0.302, pruned_loss=0.07649, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04688, over 34.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2975, pruned_loss=0.06613, over 2473369.53 frames. utt_duration=522.7 frames, utt_pad_proportion=0.07629, over 18982.21 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2919, pruned_loss=0.05818, over 1460967.96 frames. utt_duration=1263 frames, utt_pad_proportion=0.05587, over 4632.50 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2971, pruned_loss=0.06671, over 2473630.54 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07521, over 20099.87 utterances.], batch size: 34, lr: 4.06e-04
2022-08-25 07:39:40,684 INFO [train.py:927] (3/8) Epoch 9, batch 1850, giga_loss[loss=0.2259, simple_loss=0.3124, pruned_loss=0.0697, over 12403.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02606, over 70.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2982, pruned_loss=0.06566, over 2473493.75 frames. utt_duration=536.9 frames, utt_pad_proportion=0.07494, over 18479.36 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2918, pruned_loss=0.05798, over 1500489.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.06386, over 4853.80 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2981, pruned_loss=0.06649, over 2473941.32 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07257, over 19683.13 utterances.], batch size: 70, lr: 4.06e-04
2022-08-25 07:41:24,908 INFO [train.py:927] (3/8) Epoch 9, batch 1900, giga_loss[loss=0.2077, simple_loss=0.2927, pruned_loss=0.06135, over 12421.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03286, over 80.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3006, pruned_loss=0.06725, over 2473338.28 frames. utt_duration=546.8 frames, utt_pad_proportion=0.07369, over 18143.86 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2922, pruned_loss=0.05822, over 1519589.15 frames. utt_duration=1234 frames, utt_pad_proportion=0.06331, over 4930.95 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3005, pruned_loss=0.06792, over 2473890.98 frames. utt_duration=514.8 frames, utt_pad_proportion=0.07209, over 19278.26 utterances.], batch size: 80, lr: 4.06e-04
2022-08-25 07:43:09,433 INFO [train.py:927] (3/8) Epoch 9, batch 1950, libri_loss[loss=0.2111, simple_loss=0.3048, pruned_loss=0.05871, over 12467.00 frames. utt_duration=768.8 frames, utt_pad_proportion=0.1274, over 65.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.301, pruned_loss=0.06775, over 2473930.78 frames. utt_duration=554.8 frames, utt_pad_proportion=0.0713, over 17883.33 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.05796, over 1552807.38 frames. utt_duration=1230 frames, utt_pad_proportion=0.06241, over 5054.83 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3014, pruned_loss=0.06876, over 2474061.99 frames. utt_duration=519.5 frames, utt_pad_proportion=0.07048, over 19105.89 utterances.], batch size: 65, lr: 4.06e-04
2022-08-25 07:44:51,975 INFO [train.py:927] (3/8) Epoch 9, batch 2000, giga_loss[loss=0.2496, simple_loss=0.3279, pruned_loss=0.08561, over 12352.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03351, over 104.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3031, pruned_loss=0.06907, over 2473247.85 frames. utt_duration=559.7 frames, utt_pad_proportion=0.07104, over 17723.51 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2928, pruned_loss=0.05843, over 1597594.63 frames. utt_duration=1231 frames, utt_pad_proportion=0.0601, over 5199.03 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3033, pruned_loss=0.07012, over 2473546.49 frames. utt_duration=517.2 frames, utt_pad_proportion=0.07122, over 19184.64 utterances.], batch size: 104, lr: 4.06e-04
2022-08-25 07:46:37,122 INFO [train.py:927] (3/8) Epoch 9, batch 2050, giga_loss[loss=0.2186, simple_loss=0.3068, pruned_loss=0.06519, over 12394.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05165, over 161.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3046, pruned_loss=0.06951, over 2472889.28 frames. utt_duration=558.5 frames, utt_pad_proportion=0.07352, over 17757.87 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2927, pruned_loss=0.05829, over 1614899.58 frames. utt_duration=1217 frames, utt_pad_proportion=0.06505, over 5313.80 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3051, pruned_loss=0.07063, over 2473200.21 frames. utt_duration=521 frames, utt_pad_proportion=0.07232, over 19044.34 utterances.], batch size: 161, lr: 4.06e-04
2022-08-25 07:48:19,563 INFO [train.py:927] (3/8) Epoch 9, batch 2100, giga_loss[loss=0.2132, simple_loss=0.2939, pruned_loss=0.06621, over 12422.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03627, over 37.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3041, pruned_loss=0.06896, over 2472549.01 frames. utt_duration=591.3 frames, utt_pad_proportion=0.07119, over 16767.68 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2929, pruned_loss=0.05856, over 1660761.23 frames. utt_duration=1197 frames, utt_pad_proportion=0.07357, over 5555.91 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3049, pruned_loss=0.07026, over 2472951.61 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06827, over 18192.10 utterances.], batch size: 37, lr: 4.06e-04
2022-08-25 07:50:01,566 INFO [train.py:927] (3/8) Epoch 9, batch 2150, giga_loss[loss=0.221, simple_loss=0.312, pruned_loss=0.06503, over 12409.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.0279, over 58.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3035, pruned_loss=0.06938, over 2472205.03 frames. utt_duration=602.9 frames, utt_pad_proportion=0.06631, over 16443.82 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05867, over 1680696.34 frames. utt_duration=1203 frames, utt_pad_proportion=0.07157, over 5595.54 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3044, pruned_loss=0.0706, over 2472651.11 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06481, over 17797.88 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 07:51:43,826 INFO [train.py:927] (3/8) Epoch 9, batch 2200, giga_loss[loss=0.232, simple_loss=0.3128, pruned_loss=0.07561, over 12399.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02895, over 58.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3031, pruned_loss=0.06947, over 2471598.94 frames. utt_duration=626.3 frames, utt_pad_proportion=0.0615, over 15823.38 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2931, pruned_loss=0.05868, over 1696099.68 frames. utt_duration=1204 frames, utt_pad_proportion=0.07039, over 5644.11 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07061, over 2472244.37 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06088, over 17043.12 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 07:53:25,924 INFO [train.py:927] (3/8) Epoch 9, batch 2250, giga_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.0664, over 12311.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03214, over 28.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.303, pruned_loss=0.06898, over 2471047.67 frames. utt_duration=643.8 frames, utt_pad_proportion=0.05948, over 15388.14 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2928, pruned_loss=0.05841, over 1711465.36 frames. utt_duration=1212 frames, utt_pad_proportion=0.0692, over 5654.12 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.304, pruned_loss=0.07024, over 2471587.89 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05937, over 16517.03 utterances.], batch size: 28, lr: 4.06e-04
2022-08-25 07:55:09,765 INFO [train.py:927] (3/8) Epoch 9, batch 2300, giga_loss[loss=0.2115, simple_loss=0.2971, pruned_loss=0.06293, over 12387.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02583, over 66.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3038, pruned_loss=0.06951, over 2470925.70 frames. utt_duration=638.8 frames, utt_pad_proportion=0.05892, over 15508.39 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2929, pruned_loss=0.05839, over 1733920.68 frames. utt_duration=1217 frames, utt_pad_proportion=0.06727, over 5703.99 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3048, pruned_loss=0.07082, over 2471413.92 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05937, over 16640.21 utterances.], batch size: 66, lr: 4.06e-04
2022-08-25 07:56:54,031 INFO [train.py:927] (3/8) Epoch 9, batch 2350, giga_loss[loss=0.2094, simple_loss=0.2946, pruned_loss=0.06208, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04368, over 34.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3023, pruned_loss=0.06895, over 2471378.34 frames. utt_duration=641.7 frames, utt_pad_proportion=0.05647, over 15442.21 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2925, pruned_loss=0.05815, over 1751826.08 frames. utt_duration=1223 frames, utt_pad_proportion=0.06585, over 5736.11 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3036, pruned_loss=0.07039, over 2472075.07 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05733, over 16532.44 utterances.], batch size: 34, lr: 4.06e-04
2022-08-25 07:58:36,452 INFO [train.py:927] (3/8) Epoch 9, batch 2400, giga_loss[loss=0.2289, simple_loss=0.3072, pruned_loss=0.07533, over 12449.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3006, pruned_loss=0.0682, over 2471213.58 frames. utt_duration=627.8 frames, utt_pad_proportion=0.06294, over 15781.75 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05801, over 1762566.07 frames. utt_duration=1228 frames, utt_pad_proportion=0.06487, over 5747.03 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.302, pruned_loss=0.06956, over 2471774.31 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06348, over 16756.49 utterances.], batch size: 98, lr: 4.06e-04
2022-08-25 08:00:18,364 INFO [train.py:927] (3/8) Epoch 9, batch 2450, giga_loss[loss=0.1923, simple_loss=0.2785, pruned_loss=0.05307, over 12388.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03075, over 62.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2978, pruned_loss=0.06704, over 2471458.55 frames. utt_duration=636.8 frames, utt_pad_proportion=0.0593, over 15560.67 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.292, pruned_loss=0.05807, over 1772901.48 frames. utt_duration=1234 frames, utt_pad_proportion=0.06395, over 5752.81 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2991, pruned_loss=0.06822, over 2472133.29 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06019, over 16456.97 utterances.], batch size: 62, lr: 4.06e-04
2022-08-25 08:02:00,712 INFO [train.py:927] (3/8) Epoch 9, batch 2500, giga_loss[loss=0.1822, simple_loss=0.2641, pruned_loss=0.05012, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03735, over 40.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2956, pruned_loss=0.06597, over 2472700.73 frames. utt_duration=644.7 frames, utt_pad_proportion=0.05802, over 15376.44 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05811, over 1780084.46 frames. utt_duration=1237 frames, utt_pad_proportion=0.06323, over 5765.25 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2961, pruned_loss=0.06694, over 2473053.06 frames. utt_duration=613.9 frames, utt_pad_proportion=0.05899, over 16152.15 utterances.], batch size: 40, lr: 4.06e-04
2022-08-25 08:03:45,834 INFO [train.py:927] (3/8) Epoch 9, batch 2550, giga_loss[loss=0.1895, simple_loss=0.2733, pruned_loss=0.05281, over 12402.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03507, over 75.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2941, pruned_loss=0.06509, over 2472437.24 frames. utt_duration=612.5 frames, utt_pad_proportion=0.06339, over 16186.68 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05816, over 1796513.73 frames. utt_duration=1246 frames, utt_pad_proportion=0.06185, over 5775.07 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2938, pruned_loss=0.06599, over 2473336.41 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06427, over 17016.41 utterances.], batch size: 75, lr: 4.06e-04
2022-08-25 08:05:28,010 INFO [train.py:927] (3/8) Epoch 9, batch 2600, giga_loss[loss=0.2042, simple_loss=0.2953, pruned_loss=0.05656, over 12430.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2945, pruned_loss=0.06485, over 2472822.33 frames. utt_duration=607.6 frames, utt_pad_proportion=0.05932, over 16318.93 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.295, pruned_loss=0.05871, over 1809919.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.0607, over 5823.21 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2937, pruned_loss=0.06535, over 2473544.96 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06053, over 17117.26 utterances.], batch size: 105, lr: 4.06e-04
2022-08-25 08:07:09,196 INFO [train.py:927] (3/8) Epoch 9, batch 2650, libri_loss[loss=0.161, simple_loss=0.2504, pruned_loss=0.03582, over 12207.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.008017, over 29.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2942, pruned_loss=0.06397, over 2473111.68 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05856, over 16602.92 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2947, pruned_loss=0.05856, over 1826063.83 frames. utt_duration=1252 frames, utt_pad_proportion=0.05941, over 5839.48 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2937, pruned_loss=0.06461, over 2473939.08 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05996, over 17474.84 utterances.], batch size: 29, lr: 4.05e-04
2022-08-25 08:08:50,154 INFO [train.py:927] (3/8) Epoch 9, batch 2700, giga_loss[loss=0.2064, simple_loss=0.2919, pruned_loss=0.06043, over 12475.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.0259, over 55.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2924, pruned_loss=0.06269, over 2472375.06 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06384, over 16781.95 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05813, over 1860498.03 frames. utt_duration=1262 frames, utt_pad_proportion=0.05758, over 5905.88 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2931, pruned_loss=0.06377, over 2473292.99 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06526, over 17975.37 utterances.], batch size: 55, lr: 4.05e-04
2022-08-25 08:10:32,141 INFO [train.py:927] (3/8) Epoch 9, batch 2750, libri_loss[loss=0.1658, simple_loss=0.2525, pruned_loss=0.0396, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007524, over 31.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2919, pruned_loss=0.0626, over 2471585.29 frames. utt_duration=610.2 frames, utt_pad_proportion=0.06302, over 16241.32 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2931, pruned_loss=0.05831, over 1881767.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.06042, over 6007.39 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2925, pruned_loss=0.06351, over 2472160.83 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06357, over 17466.20 utterances.], batch size: 31, lr: 4.05e-04
2022-08-25 08:12:15,255 INFO [train.py:927] (3/8) Epoch 9, batch 2800, giga_loss[loss=0.2363, simple_loss=0.3168, pruned_loss=0.07787, over 12445.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.035, over 98.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2936, pruned_loss=0.06338, over 2472200.83 frames. utt_duration=595.5 frames, utt_pad_proportion=0.0593, over 16647.27 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2931, pruned_loss=0.05834, over 1893504.70 frames. utt_duration=1256 frames, utt_pad_proportion=0.05939, over 6037.00 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2941, pruned_loss=0.06417, over 2472631.61 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06027, over 17787.47 utterances.], batch size: 98, lr: 4.05e-04
2022-08-25 08:13:57,855 INFO [train.py:927] (3/8) Epoch 9, batch 2850, giga_loss[loss=0.2196, simple_loss=0.3118, pruned_loss=0.06371, over 12382.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.297, pruned_loss=0.06459, over 2472650.59 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05623, over 16928.66 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.05858, over 1904821.60 frames. utt_duration=1258 frames, utt_pad_proportion=0.05833, over 6064.14 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2971, pruned_loss=0.06516, over 2473138.79 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05746, over 17998.80 utterances.], batch size: 91, lr: 4.05e-04
2022-08-25 08:15:40,595 INFO [train.py:927] (3/8) Epoch 9, batch 2900, giga_loss[loss=0.2167, simple_loss=0.3095, pruned_loss=0.06198, over 12405.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.03824, over 123.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2975, pruned_loss=0.06469, over 2473224.50 frames. utt_duration=593.4 frames, utt_pad_proportion=0.05424, over 16714.52 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2939, pruned_loss=0.05878, over 1916126.88 frames. utt_duration=1258 frames, utt_pad_proportion=0.05721, over 6098.54 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2975, pruned_loss=0.06511, over 2473592.83 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05566, over 17720.91 utterances.], batch size: 123, lr: 4.05e-04
2022-08-25 08:17:21,425 INFO [train.py:927] (3/8) Epoch 9, batch 2950, giga_loss[loss=0.2025, simple_loss=0.2844, pruned_loss=0.06034, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.0316, over 39.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2982, pruned_loss=0.06523, over 2472972.16 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05773, over 17394.64 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2935, pruned_loss=0.05877, over 1929591.75 frames. utt_duration=1262 frames, utt_pad_proportion=0.056, over 6121.88 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2984, pruned_loss=0.0657, over 2473512.15 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05897, over 18412.07 utterances.], batch size: 39, lr: 4.05e-04
2022-08-25 08:19:07,788 INFO [train.py:927] (3/8) Epoch 9, batch 3000, giga_loss[loss=0.267, simple_loss=0.3288, pruned_loss=0.1026, over 12375.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2966, pruned_loss=0.06459, over 2473445.81 frames. utt_duration=567.2 frames, utt_pad_proportion=0.0554, over 17489.04 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2941, pruned_loss=0.05885, over 1935167.83 frames. utt_duration=1265 frames, utt_pad_proportion=0.05549, over 6128.67 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2963, pruned_loss=0.06493, over 2473727.36 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05663, over 18387.17 utterances.], batch size: 258, lr: 4.05e-04
2022-08-25 08:19:07,789 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 08:19:21,838 INFO [train.py:967] (3/8) 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 08:21:01,250 INFO [train.py:927] (3/8) Epoch 9, batch 3050, giga_loss[loss=0.205, simple_loss=0.2843, pruned_loss=0.06287, over 12322.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03413, over 51.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2962, pruned_loss=0.06406, over 2473463.10 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05824, over 17954.12 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.294, pruned_loss=0.05893, over 1950687.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05397, over 6144.71 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2961, pruned_loss=0.0644, over 2474051.27 frames. utt_duration=523.5 frames, utt_pad_proportion=0.0595, over 18956.81 utterances.], batch size: 51, lr: 4.05e-04
2022-08-25 08:22:40,365 INFO [train.py:927] (3/8) Epoch 9, batch 3100, giga_loss[loss=0.211, simple_loss=0.2927, pruned_loss=0.06472, over 12360.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2981, pruned_loss=0.06508, over 2474080.64 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05727, over 17942.45 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2935, pruned_loss=0.05869, over 1963476.30 frames. utt_duration=1277 frames, utt_pad_proportion=0.05278, over 6157.86 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2985, pruned_loss=0.06564, over 2474673.25 frames. utt_duration=523 frames, utt_pad_proportion=0.05867, over 18983.12 utterances.], batch size: 91, lr: 4.05e-04
2022-08-25 08:24:19,900 INFO [train.py:927] (3/8) Epoch 9, batch 3150, giga_loss[loss=0.2506, simple_loss=0.3159, pruned_loss=0.09266, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2977, pruned_loss=0.06592, over 2474492.49 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05531, over 18262.01 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2939, pruned_loss=0.05901, over 1973571.57 frames. utt_duration=1281 frames, utt_pad_proportion=0.05176, over 6171.58 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2978, pruned_loss=0.06627, over 2475006.59 frames. utt_duration=514.8 frames, utt_pad_proportion=0.05681, over 19288.78 utterances.], batch size: 105, lr: 4.05e-04
2022-08-25 08:25:58,723 INFO [train.py:927] (3/8) Epoch 9, batch 3200, giga_loss[loss=0.1707, simple_loss=0.254, pruned_loss=0.04371, over 12232.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03192, over 28.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2953, pruned_loss=0.06564, over 2474008.63 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05605, over 18429.95 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2936, pruned_loss=0.05886, over 1980850.00 frames. utt_duration=1284 frames, utt_pad_proportion=0.05109, over 6175.93 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2957, pruned_loss=0.06612, over 2474597.03 frames. utt_duration=511.8 frames, utt_pad_proportion=0.05741, over 19396.33 utterances.], batch size: 28, lr: 4.05e-04
2022-08-25 08:27:40,873 INFO [train.py:927] (3/8) Epoch 9, batch 3250, giga_loss[loss=0.189, simple_loss=0.271, pruned_loss=0.05354, over 12454.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2931, pruned_loss=0.06481, over 2474830.44 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06072, over 18447.01 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2943, pruned_loss=0.05921, over 1993061.38 frames. utt_duration=1285 frames, utt_pad_proportion=0.04998, over 6211.29 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2928, pruned_loss=0.06506, over 2475299.62 frames. utt_duration=510 frames, utt_pad_proportion=0.062, over 19470.56 utterances.], batch size: 123, lr: 4.05e-04
2022-08-25 08:29:21,649 INFO [train.py:927] (3/8) Epoch 9, batch 3300, giga_loss[loss=0.2232, simple_loss=0.3056, pruned_loss=0.07041, over 12337.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03058, over 48.00 utterances.], tot_loss[loss=0.208, simple_loss=0.289, pruned_loss=0.06352, over 2474287.88 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05984, over 17763.21 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.294, pruned_loss=0.05919, over 2002695.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.04911, over 6224.98 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2889, pruned_loss=0.06383, over 2474581.76 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06128, over 18772.86 utterances.], batch size: 48, lr: 4.05e-04
2022-08-25 08:31:03,307 INFO [train.py:927] (3/8) Epoch 9, batch 3350, giga_loss[loss=0.1823, simple_loss=0.2642, pruned_loss=0.05022, over 12308.00 frames. utt_duration=795.6 frames, utt_pad_proportion=0.03685, over 62.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.06305, over 2473585.19 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05828, over 17296.34 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2941, pruned_loss=0.05926, over 2014212.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.04795, over 6241.13 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2882, pruned_loss=0.06333, over 2473963.88 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06, over 18353.79 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:32:44,576 INFO [train.py:927] (3/8) Epoch 9, batch 3400, giga_loss[loss=0.213, simple_loss=0.3003, pruned_loss=0.06281, over 12396.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07324, over 212.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.29, pruned_loss=0.06338, over 2473724.03 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05634, over 17305.14 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2941, pruned_loss=0.05933, over 2021018.79 frames. utt_duration=1294 frames, utt_pad_proportion=0.04737, over 6253.52 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2898, pruned_loss=0.06361, over 2474051.73 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05803, over 18281.46 utterances.], batch size: 212, lr: 4.05e-04
2022-08-25 08:34:26,188 INFO [train.py:927] (3/8) Epoch 9, batch 3450, giga_loss[loss=0.2247, simple_loss=0.2939, pruned_loss=0.07769, over 12481.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03473, over 43.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2928, pruned_loss=0.06443, over 2474171.30 frames. utt_duration=578 frames, utt_pad_proportion=0.05722, over 17166.70 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2938, pruned_loss=0.05934, over 2034248.29 frames. utt_duration=1298 frames, utt_pad_proportion=0.04696, over 6276.86 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2927, pruned_loss=0.06472, over 2474619.54 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05874, over 18223.86 utterances.], batch size: 43, lr: 4.05e-04
2022-08-25 08:36:12,556 INFO [train.py:927] (3/8) Epoch 9, batch 3500, giga_loss[loss=0.2217, simple_loss=0.3077, pruned_loss=0.06784, over 12395.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03656, over 113.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2974, pruned_loss=0.06763, over 2473763.73 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05661, over 17138.27 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2932, pruned_loss=0.05916, over 2053181.34 frames. utt_duration=1308 frames, utt_pad_proportion=0.04516, over 6285.12 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2977, pruned_loss=0.0682, over 2474549.87 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05853, over 18405.10 utterances.], batch size: 113, lr: 4.05e-04
2022-08-25 08:37:54,396 INFO [train.py:927] (3/8) Epoch 9, batch 3550, giga_loss[loss=0.2698, simple_loss=0.3327, pruned_loss=0.1034, over 12335.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3041, pruned_loss=0.07143, over 2474010.61 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05925, over 17859.98 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2939, pruned_loss=0.05944, over 2059409.84 frames. utt_duration=1306 frames, utt_pad_proportion=0.04499, over 6313.77 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.304, pruned_loss=0.07182, over 2474676.38 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06067, over 18991.76 utterances.], batch size: 369, lr: 4.05e-04
2022-08-25 08:39:40,751 INFO [train.py:927] (3/8) Epoch 9, batch 3600, libri_loss[loss=0.1927, simple_loss=0.2762, pruned_loss=0.05464, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006424, over 31.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3105, pruned_loss=0.07611, over 2473780.16 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06368, over 18384.45 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05944, over 2067559.30 frames. utt_duration=1310 frames, utt_pad_proportion=0.04423, over 6319.46 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3108, pruned_loss=0.07668, over 2474371.66 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06488, over 19490.32 utterances.], batch size: 31, lr: 4.05e-04
2022-08-25 08:41:25,474 INFO [train.py:927] (3/8) Epoch 9, batch 3650, giga_loss[loss=0.3024, simple_loss=0.3599, pruned_loss=0.1224, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07673, over 213.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3157, pruned_loss=0.07971, over 2473396.16 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06232, over 18191.18 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2949, pruned_loss=0.06006, over 2085339.82 frames. utt_duration=1294 frames, utt_pad_proportion=0.04847, over 6451.68 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3159, pruned_loss=0.08047, over 2473999.69 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06258, over 19466.73 utterances.], batch size: 213, lr: 4.05e-04
2022-08-25 08:43:12,275 INFO [train.py:927] (3/8) Epoch 9, batch 3700, giga_loss[loss=0.3583, simple_loss=0.3886, pruned_loss=0.164, over 12352.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 258.00 utterances.], tot_loss[loss=0.244, simple_loss=0.32, pruned_loss=0.08397, over 2473364.04 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06768, over 19232.64 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2942, pruned_loss=0.05976, over 2098293.60 frames. utt_duration=1301 frames, utt_pad_proportion=0.0471, over 6459.53 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3213, pruned_loss=0.08545, over 2474213.00 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06806, over 20624.06 utterances.], batch size: 258, lr: 4.04e-04
2022-08-25 08:44:59,232 INFO [train.py:927] (3/8) Epoch 9, batch 3750, libri_loss[loss=0.2158, simple_loss=0.3143, pruned_loss=0.05862, over 12451.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009613, over 39.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3248, pruned_loss=0.08776, over 2473557.18 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06812, over 19371.03 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2945, pruned_loss=0.05987, over 2110897.64 frames. utt_duration=1305 frames, utt_pad_proportion=0.04562, over 6476.24 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3265, pruned_loss=0.08974, over 2474575.38 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06908, over 20899.26 utterances.], batch size: 39, lr: 4.04e-04
2022-08-25 08:46:48,318 INFO [train.py:927] (3/8) Epoch 9, batch 3800, giga_loss[loss=0.2327, simple_loss=0.3108, pruned_loss=0.07726, over 12385.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03261, over 122.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3258, pruned_loss=0.08932, over 2474054.81 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07178, over 20169.28 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2943, pruned_loss=0.05969, over 2124706.37 frames. utt_duration=1307 frames, utt_pad_proportion=0.04478, over 6508.36 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3285, pruned_loss=0.09207, over 2475303.77 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07278, over 21838.10 utterances.], batch size: 122, lr: 4.04e-04
2022-08-25 08:48:34,153 INFO [train.py:927] (3/8) Epoch 9, batch 3850, giga_loss[loss=0.2994, simple_loss=0.3593, pruned_loss=0.1198, over 12429.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06624, over 184.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3286, pruned_loss=0.09233, over 2474419.51 frames. utt_duration=467 frames, utt_pad_proportion=0.07223, over 21259.93 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2945, pruned_loss=0.05985, over 2126365.84 frames. utt_duration=1307 frames, utt_pad_proportion=0.04456, over 6512.82 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3307, pruned_loss=0.09451, over 2475482.55 frames. utt_duration=439 frames, utt_pad_proportion=0.07306, over 22630.83 utterances.], batch size: 184, lr: 4.04e-04
2022-08-25 08:50:17,060 INFO [train.py:927] (3/8) Epoch 9, batch 3900, giga_loss[loss=0.2631, simple_loss=0.3477, pruned_loss=0.08923, over 12344.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3294, pruned_loss=0.09257, over 2474248.50 frames. utt_duration=461 frames, utt_pad_proportion=0.07461, over 21539.01 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2945, pruned_loss=0.05986, over 2136680.00 frames. utt_duration=1312 frames, utt_pad_proportion=0.04338, over 6519.35 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.332, pruned_loss=0.09517, over 2475107.25 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07566, over 23028.70 utterances.], batch size: 58, lr: 4.04e-04
2022-08-25 08:52:04,908 INFO [train.py:927] (3/8) Epoch 9, batch 3950, giga_loss[loss=0.2186, simple_loss=0.3117, pruned_loss=0.06275, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02706, over 45.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.329, pruned_loss=0.09108, over 2475178.62 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07462, over 21945.44 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2951, pruned_loss=0.06029, over 2143446.68 frames. utt_duration=1299 frames, utt_pad_proportion=0.04755, over 6608.87 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3312, pruned_loss=0.09337, over 2475809.55 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07453, over 23317.59 utterances.], batch size: 45, lr: 4.04e-04
2022-08-25 08:53:53,394 INFO [train.py:927] (3/8) Epoch 9, batch 4000, giga_loss[loss=0.23, simple_loss=0.3076, pruned_loss=0.0762, over 12371.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02797, over 91.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3282, pruned_loss=0.09034, over 2475303.49 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07757, over 23019.00 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2951, pruned_loss=0.06028, over 2146727.86 frames. utt_duration=1297 frames, utt_pad_proportion=0.04754, over 6627.69 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3302, pruned_loss=0.0924, over 2475821.98 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07743, over 24207.47 utterances.], batch size: 91, lr: 4.04e-04
2022-08-25 08:55:35,935 INFO [train.py:927] (3/8) Epoch 9, batch 4050, giga_loss[loss=0.2455, simple_loss=0.3285, pruned_loss=0.08129, over 12415.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3249, pruned_loss=0.08762, over 2475087.08 frames. utt_duration=443.4 frames, utt_pad_proportion=0.0783, over 22402.98 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.295, pruned_loss=0.06039, over 2160557.84 frames. utt_duration=1275 frames, utt_pad_proportion=0.0562, over 6783.56 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3279, pruned_loss=0.09036, over 2476127.70 frames. utt_duration=416.3 frames, utt_pad_proportion=0.07629, over 23877.14 utterances.], batch size: 146, lr: 4.04e-04
2022-08-25 08:57:25,132 INFO [train.py:927] (3/8) Epoch 9, batch 4100, giga_loss[loss=0.2408, simple_loss=0.3157, pruned_loss=0.08291, over 12442.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03667, over 133.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3231, pruned_loss=0.08633, over 2475437.18 frames. utt_duration=444 frames, utt_pad_proportion=0.07611, over 22374.98 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2945, pruned_loss=0.06026, over 2168459.48 frames. utt_duration=1282 frames, utt_pad_proportion=0.05507, over 6773.07 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3265, pruned_loss=0.08923, over 2476170.41 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07508, over 23918.49 utterances.], batch size: 133, lr: 4.04e-04
2022-08-25 08:59:17,390 INFO [train.py:927] (3/8) Epoch 9, batch 4150, giga_loss[loss=0.2954, simple_loss=0.3603, pruned_loss=0.1153, over 12399.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07347, over 212.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3229, pruned_loss=0.08504, over 2475204.24 frames. utt_duration=442.5 frames, utt_pad_proportion=0.08001, over 22450.77 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2945, pruned_loss=0.0603, over 2176069.52 frames. utt_duration=1269 frames, utt_pad_proportion=0.05879, over 6866.60 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3262, pruned_loss=0.08784, over 2475778.46 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07814, over 23921.01 utterances.], batch size: 212, lr: 4.04e-04
2022-08-25 09:01:02,952 INFO [train.py:927] (3/8) Epoch 9, batch 4200, giga_loss[loss=0.2472, simple_loss=0.3277, pruned_loss=0.08337, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02848, over 45.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3225, pruned_loss=0.08278, over 2474921.26 frames. utt_duration=455.9 frames, utt_pad_proportion=0.0796, over 21783.22 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2952, pruned_loss=0.06055, over 2186031.81 frames. utt_duration=1271 frames, utt_pad_proportion=0.05732, over 6885.92 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3255, pruned_loss=0.08558, over 2475678.69 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07866, over 23423.19 utterances.], batch size: 45, lr: 4.04e-04
2022-08-25 09:02:47,792 INFO [train.py:927] (3/8) Epoch 9, batch 4250, giga_loss[loss=0.2479, simple_loss=0.3286, pruned_loss=0.08363, over 12446.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03181, over 75.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3219, pruned_loss=0.08243, over 2474455.57 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07296, over 20627.58 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2952, pruned_loss=0.06053, over 2195575.31 frames. utt_duration=1275 frames, utt_pad_proportion=0.05566, over 6897.70 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3251, pruned_loss=0.08537, over 2475452.88 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07328, over 22384.54 utterances.], batch size: 75, lr: 4.04e-04
2022-08-25 09:04:34,562 INFO [train.py:927] (3/8) Epoch 9, batch 4300, giga_loss[loss=0.2257, simple_loss=0.305, pruned_loss=0.07318, over 12334.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03361, over 85.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3199, pruned_loss=0.08225, over 2474051.61 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07711, over 20633.10 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.295, pruned_loss=0.06055, over 2206228.62 frames. utt_duration=1280 frames, utt_pad_proportion=0.05388, over 6903.80 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3236, pruned_loss=0.0854, over 2475128.68 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07783, over 22550.27 utterances.], batch size: 85, lr: 4.04e-04
2022-08-25 09:06:23,642 INFO [train.py:927] (3/8) Epoch 9, batch 4350, giga_loss[loss=0.2206, simple_loss=0.3105, pruned_loss=0.06537, over 12136.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03664, over 30.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3189, pruned_loss=0.08095, over 2474284.63 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07464, over 20027.14 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2957, pruned_loss=0.061, over 2212816.56 frames. utt_duration=1268 frames, utt_pad_proportion=0.05707, over 6990.09 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3218, pruned_loss=0.08356, over 2475199.08 frames. utt_duration=456 frames, utt_pad_proportion=0.07464, over 21783.18 utterances.], batch size: 30, lr: 4.04e-04
2022-08-25 09:08:10,752 INFO [train.py:927] (3/8) Epoch 9, batch 4400, libri_loss[loss=0.2259, simple_loss=0.323, pruned_loss=0.0644, over 12246.00 frames. utt_duration=961.8 frames, utt_pad_proportion=0.07072, over 51.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3179, pruned_loss=0.07949, over 2473918.82 frames. utt_duration=507.4 frames, utt_pad_proportion=0.0699, over 19557.94 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2955, pruned_loss=0.06082, over 2216174.05 frames. utt_duration=1268 frames, utt_pad_proportion=0.05674, over 6997.30 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3206, pruned_loss=0.08193, over 2475109.27 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07038, over 21106.74 utterances.], batch size: 51, lr: 4.04e-04
2022-08-25 09:09:59,837 INFO [train.py:927] (3/8) Epoch 9, batch 4450, giga_loss[loss=0.2234, simple_loss=0.3134, pruned_loss=0.0667, over 12445.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0356, over 105.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3175, pruned_loss=0.08015, over 2474064.40 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07285, over 20482.26 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2956, pruned_loss=0.06094, over 2223718.14 frames. utt_duration=1272 frames, utt_pad_proportion=0.05558, over 7002.47 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3201, pruned_loss=0.08252, over 2475101.81 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07354, over 22069.06 utterances.], batch size: 105, lr: 4.04e-04
2022-08-25 09:11:48,093 INFO [train.py:927] (3/8) Epoch 9, batch 4500, libri_loss[loss=0.2081, simple_loss=0.299, pruned_loss=0.05859, over 12395.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007993, over 38.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3175, pruned_loss=0.08123, over 2474111.23 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07257, over 20415.91 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2955, pruned_loss=0.06089, over 2228773.83 frames. utt_duration=1275 frames, utt_pad_proportion=0.05469, over 7000.41 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3201, pruned_loss=0.08351, over 2474860.99 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07348, over 21920.56 utterances.], batch size: 38, lr: 4.04e-04
2022-08-25 09:13:33,340 INFO [train.py:927] (3/8) Epoch 9, batch 4550, giga_loss[loss=0.2586, simple_loss=0.326, pruned_loss=0.09561, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3157, pruned_loss=0.08064, over 2473978.39 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07134, over 20233.35 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.296, pruned_loss=0.06107, over 2231166.20 frames. utt_duration=1276 frames, utt_pad_proportion=0.0542, over 7004.41 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3174, pruned_loss=0.08247, over 2474613.73 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07235, over 21535.56 utterances.], batch size: 212, lr: 4.04e-04
2022-08-25 09:15:19,503 INFO [train.py:927] (3/8) Epoch 9, batch 4600, giga_loss[loss=0.2327, simple_loss=0.3191, pruned_loss=0.07317, over 12392.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03415, over 122.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3163, pruned_loss=0.08082, over 2474334.28 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06953, over 19680.51 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2972, pruned_loss=0.06154, over 2238374.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.05839, over 7119.16 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3173, pruned_loss=0.08244, over 2474863.88 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06929, over 20969.71 utterances.], batch size: 122, lr: 4.04e-04
2022-08-25 09:17:06,845 INFO [train.py:927] (3/8) Epoch 9, batch 4650, giga_loss[loss=0.2449, simple_loss=0.3289, pruned_loss=0.08046, over 12449.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03778, over 123.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3152, pruned_loss=0.07913, over 2474178.91 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06401, over 18999.24 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2966, pruned_loss=0.06126, over 2242633.50 frames. utt_duration=1265 frames, utt_pad_proportion=0.0576, over 7099.86 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3169, pruned_loss=0.08096, over 2474963.47 frames. utt_duration=490.2 frames, utt_pad_proportion=0.0644, over 20256.66 utterances.], batch size: 123, lr: 4.04e-04
2022-08-25 09:18:54,767 INFO [train.py:927] (3/8) Epoch 9, batch 4700, giga_loss[loss=0.3142, simple_loss=0.3727, pruned_loss=0.1278, over 12390.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07445, over 213.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3151, pruned_loss=0.07894, over 2474210.12 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06682, over 19078.59 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2967, pruned_loss=0.06129, over 2245981.64 frames. utt_duration=1266 frames, utt_pad_proportion=0.0569, over 7105.29 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3165, pruned_loss=0.08059, over 2474932.81 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06722, over 20218.91 utterances.], batch size: 213, lr: 4.04e-04
2022-08-25 09:20:42,245 INFO [train.py:927] (3/8) Epoch 9, batch 4750, giga_loss[loss=0.3033, simple_loss=0.3607, pruned_loss=0.1229, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06343, over 183.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3178, pruned_loss=0.08192, over 2474435.43 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06967, over 19823.78 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2969, pruned_loss=0.06123, over 2249364.74 frames. utt_duration=1268 frames, utt_pad_proportion=0.05626, over 7101.74 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3191, pruned_loss=0.08356, over 2475041.19 frames. utt_duration=475 frames, utt_pad_proportion=0.07012, over 20908.03 utterances.], batch size: 183, lr: 4.03e-04
2022-08-25 09:22:26,443 INFO [train.py:927] (3/8) Epoch 9, batch 4800, giga_loss[loss=0.2423, simple_loss=0.3252, pruned_loss=0.07972, over 12392.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02928, over 58.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3176, pruned_loss=0.08257, over 2475128.98 frames. utt_duration=503 frames, utt_pad_proportion=0.0693, over 19741.61 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2969, pruned_loss=0.0612, over 2252812.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.05557, over 7107.24 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3189, pruned_loss=0.08418, over 2475528.08 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06997, over 20771.22 utterances.], batch size: 58, lr: 4.03e-04
2022-08-25 09:24:10,639 INFO [train.py:927] (3/8) Epoch 9, batch 4850, giga_loss[loss=0.2163, simple_loss=0.3069, pruned_loss=0.06289, over 12171.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03908, over 33.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3174, pruned_loss=0.08248, over 2475051.69 frames. utt_duration=489 frames, utt_pad_proportion=0.07133, over 20304.51 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.0613, over 2256087.49 frames. utt_duration=1272 frames, utt_pad_proportion=0.05486, over 7103.65 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3186, pruned_loss=0.08396, over 2475417.28 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07206, over 21307.75 utterances.], batch size: 33, lr: 4.03e-04
2022-08-25 09:25:57,679 INFO [train.py:927] (3/8) Epoch 9, batch 4900, giga_loss[loss=0.2559, simple_loss=0.3232, pruned_loss=0.09429, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02752, over 91.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.315, pruned_loss=0.07985, over 2474479.71 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07023, over 20035.48 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.06118, over 2258258.56 frames. utt_duration=1274 frames, utt_pad_proportion=0.0544, over 7099.61 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3161, pruned_loss=0.08131, over 2474773.84 frames. utt_duration=474 frames, utt_pad_proportion=0.07104, over 20949.82 utterances.], batch size: 91, lr: 4.03e-04
2022-08-25 09:27:47,806 INFO [train.py:927] (3/8) Epoch 9, batch 4950, giga_loss[loss=0.2493, simple_loss=0.3345, pruned_loss=0.08209, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04607, over 146.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3139, pruned_loss=0.07961, over 2474901.51 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06452, over 19383.72 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2971, pruned_loss=0.06125, over 2261720.37 frames. utt_duration=1277 frames, utt_pad_proportion=0.05371, over 7095.13 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3149, pruned_loss=0.08096, over 2474923.26 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06568, over 20281.92 utterances.], batch size: 146, lr: 4.03e-04
2022-08-25 09:29:40,161 INFO [train.py:927] (3/8) Epoch 9, batch 5000, giga_loss[loss=0.2506, simple_loss=0.3395, pruned_loss=0.08081, over 12476.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03619, over 37.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3156, pruned_loss=0.08073, over 2474884.21 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07094, over 19695.80 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2962, pruned_loss=0.06092, over 2268377.88 frames. utt_duration=1286 frames, utt_pad_proportion=0.05249, over 7062.35 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3177, pruned_loss=0.08264, over 2475510.23 frames. utt_duration=477 frames, utt_pad_proportion=0.07203, over 20823.35 utterances.], batch size: 37, lr: 4.03e-04
2022-08-25 09:31:28,459 INFO [train.py:927] (3/8) Epoch 9, batch 5050, libri_loss[loss=0.2291, simple_loss=0.3124, pruned_loss=0.07293, over 12286.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006242, over 32.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3196, pruned_loss=0.08138, over 2475476.72 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07061, over 20156.06 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2963, pruned_loss=0.061, over 2272391.32 frames. utt_duration=1287 frames, utt_pad_proportion=0.05196, over 7070.97 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3215, pruned_loss=0.08319, over 2476063.08 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07176, over 21279.75 utterances.], batch size: 32, lr: 4.03e-04
2022-08-25 09:33:12,476 INFO [train.py:927] (3/8) Epoch 9, batch 5100, giga_loss[loss=0.2219, simple_loss=0.298, pruned_loss=0.07295, over 12307.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03115, over 48.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3209, pruned_loss=0.0824, over 2476013.14 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07201, over 20472.09 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2967, pruned_loss=0.06107, over 2280243.57 frames. utt_duration=1291 frames, utt_pad_proportion=0.05058, over 7075.07 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.323, pruned_loss=0.08454, over 2476608.25 frames. utt_duration=454.9 frames, utt_pad_proportion=0.0735, over 21848.90 utterances.], batch size: 48, lr: 4.03e-04
2022-08-25 09:34:59,249 INFO [train.py:927] (3/8) Epoch 9, batch 5150, giga_loss[loss=0.2256, simple_loss=0.3052, pruned_loss=0.07305, over 12368.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03157, over 51.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3209, pruned_loss=0.08287, over 2475546.28 frames. utt_duration=500.7 frames, utt_pad_proportion=0.0687, over 19834.03 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2976, pruned_loss=0.06129, over 2284378.38 frames. utt_duration=1279 frames, utt_pad_proportion=0.05415, over 7153.78 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3222, pruned_loss=0.08478, over 2475778.44 frames. utt_duration=470.9 frames, utt_pad_proportion=0.06916, over 21096.57 utterances.], batch size: 51, lr: 4.03e-04
2022-08-25 09:36:44,957 INFO [train.py:927] (3/8) Epoch 9, batch 5200, giga_loss[loss=0.2146, simple_loss=0.2951, pruned_loss=0.06701, over 12411.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.05034, over 34.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3195, pruned_loss=0.08331, over 2475663.14 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06995, over 20089.11 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2976, pruned_loss=0.0613, over 2289931.74 frames. utt_duration=1278 frames, utt_pad_proportion=0.05347, over 7175.18 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3211, pruned_loss=0.0854, over 2475965.80 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07062, over 21428.34 utterances.], batch size: 34, lr: 4.03e-04
2022-08-25 09:38:32,290 INFO [train.py:927] (3/8) Epoch 9, batch 5250, giga_loss[loss=0.2891, simple_loss=0.3515, pruned_loss=0.1133, over 12391.00 frames. utt_duration=478.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3171, pruned_loss=0.08219, over 2475206.80 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07355, over 19599.45 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2975, pruned_loss=0.06143, over 2296260.20 frames. utt_duration=1282 frames, utt_pad_proportion=0.05201, over 7170.99 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3192, pruned_loss=0.08446, over 2475540.92 frames. utt_duration=470.9 frames, utt_pad_proportion=0.0746, over 21093.99 utterances.], batch size: 104, lr: 4.03e-04
2022-08-25 09:40:19,557 INFO [train.py:927] (3/8) Epoch 9, batch 5300, giga_loss[loss=0.2784, simple_loss=0.3379, pruned_loss=0.1094, over 12171.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03861, over 28.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08277, over 2475433.94 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07367, over 19926.97 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.06112, over 2301489.16 frames. utt_duration=1288 frames, utt_pad_proportion=0.05077, over 7154.17 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3194, pruned_loss=0.08536, over 2475771.14 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07499, over 21452.80 utterances.], batch size: 28, lr: 4.03e-04
2022-08-25 09:42:04,563 INFO [train.py:927] (3/8) Epoch 9, batch 5350, giga_loss[loss=0.2237, simple_loss=0.3064, pruned_loss=0.07044, over 12442.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04144, over 114.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3166, pruned_loss=0.08245, over 2475380.54 frames. utt_duration=504 frames, utt_pad_proportion=0.06916, over 19702.98 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.0612, over 2304758.29 frames. utt_duration=1277 frames, utt_pad_proportion=0.05449, over 7227.25 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3191, pruned_loss=0.08481, over 2475815.32 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06967, over 21063.89 utterances.], batch size: 114, lr: 4.03e-04
2022-08-25 09:43:50,500 INFO [train.py:927] (3/8) Epoch 9, batch 5400, libri_loss[loss=0.2572, simple_loss=0.3343, pruned_loss=0.09007, over 12269.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007595, over 37.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3181, pruned_loss=0.08281, over 2474214.25 frames. utt_duration=512.9 frames, utt_pad_proportion=0.07148, over 19350.16 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2975, pruned_loss=0.06145, over 2307951.43 frames. utt_duration=1278 frames, utt_pad_proportion=0.05372, over 7231.68 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.08486, over 2474742.05 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07211, over 20656.95 utterances.], batch size: 37, lr: 4.03e-04
2022-08-25 09:45:38,273 INFO [train.py:927] (3/8) Epoch 9, batch 5450, giga_loss[loss=0.1986, simple_loss=0.2933, pruned_loss=0.05197, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04361, over 31.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3204, pruned_loss=0.08349, over 2474319.60 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07761, over 20391.69 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2981, pruned_loss=0.06166, over 2310313.61 frames. utt_duration=1278 frames, utt_pad_proportion=0.0531, over 7241.20 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3216, pruned_loss=0.08524, over 2474832.48 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0781, over 21592.35 utterances.], batch size: 31, lr: 4.03e-04
2022-08-25 09:47:23,292 INFO [train.py:927] (3/8) Epoch 9, batch 5500, giga_loss[loss=0.3184, simple_loss=0.3555, pruned_loss=0.1407, over 12352.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1934, over 364.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3227, pruned_loss=0.08401, over 2473490.41 frames. utt_duration=480 frames, utt_pad_proportion=0.07832, over 20675.96 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2983, pruned_loss=0.06176, over 2313107.74 frames. utt_duration=1280 frames, utt_pad_proportion=0.0522, over 7235.44 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3239, pruned_loss=0.08569, over 2474285.62 frames. utt_duration=454 frames, utt_pad_proportion=0.07907, over 21868.90 utterances.], batch size: 364, lr: 4.03e-04
2022-08-25 09:49:06,852 INFO [train.py:927] (3/8) Epoch 9, batch 5550, libri_loss[loss=0.1805, simple_loss=0.2568, pruned_loss=0.05215, over 12463.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009708, over 29.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3242, pruned_loss=0.08553, over 2473437.08 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07693, over 20518.51 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2974, pruned_loss=0.06141, over 2317587.72 frames. utt_duration=1287 frames, utt_pad_proportion=0.05105, over 7210.67 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3266, pruned_loss=0.08781, over 2474310.75 frames. utt_duration=454 frames, utt_pad_proportion=0.07819, over 21868.52 utterances.], batch size: 29, lr: 4.03e-04
2022-08-25 09:50:52,381 INFO [train.py:927] (3/8) Epoch 9, batch 5600, giga_loss[loss=0.3217, simple_loss=0.3675, pruned_loss=0.138, over 12376.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3256, pruned_loss=0.08733, over 2473695.80 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08416, over 21508.88 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2976, pruned_loss=0.0615, over 2320542.12 frames. utt_duration=1289 frames, utt_pad_proportion=0.05043, over 7210.47 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3279, pruned_loss=0.08949, over 2474523.36 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08507, over 22817.35 utterances.], batch size: 258, lr: 4.03e-04
2022-08-25 09:52:36,674 INFO [train.py:927] (3/8) Epoch 9, batch 5650, giga_loss[loss=0.2491, simple_loss=0.324, pruned_loss=0.08712, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04208, over 113.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3258, pruned_loss=0.08668, over 2474136.26 frames. utt_duration=447 frames, utt_pad_proportion=0.08604, over 22211.03 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2975, pruned_loss=0.06149, over 2325973.08 frames. utt_duration=1279 frames, utt_pad_proportion=0.05369, over 7284.79 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3285, pruned_loss=0.08922, over 2474672.51 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08622, over 23658.33 utterances.], batch size: 113, lr: 4.03e-04
2022-08-25 09:54:23,004 INFO [train.py:927] (3/8) Epoch 9, batch 5700, giga_loss[loss=0.3379, simple_loss=0.3776, pruned_loss=0.1492, over 12396.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3268, pruned_loss=0.087, over 2474231.80 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08618, over 22513.35 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2977, pruned_loss=0.06163, over 2330094.99 frames. utt_duration=1283 frames, utt_pad_proportion=0.05248, over 7275.38 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3296, pruned_loss=0.08958, over 2474888.61 frames. utt_duration=412.6 frames, utt_pad_proportion=0.08691, over 24079.86 utterances.], batch size: 258, lr: 4.03e-04
2022-08-25 09:56:05,422 INFO [train.py:927] (3/8) Epoch 9, batch 5750, giga_loss[loss=0.2462, simple_loss=0.3205, pruned_loss=0.08591, over 12400.00 frames. utt_duration=404.5 frames, utt_pad_proportion=0.04142, over 123.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.325, pruned_loss=0.08611, over 2474859.93 frames. utt_duration=447.4 frames, utt_pad_proportion=0.08252, over 22200.65 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.06137, over 2333448.37 frames. utt_duration=1289 frames, utt_pad_proportion=0.05154, over 7248.76 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3285, pruned_loss=0.08889, over 2475560.50 frames. utt_duration=417.7 frames, utt_pad_proportion=0.08377, over 23792.27 utterances.], batch size: 123, lr: 4.03e-04
2022-08-25 09:57:51,030 INFO [train.py:927] (3/8) Epoch 9, batch 5800, giga_loss[loss=0.2109, simple_loss=0.2896, pruned_loss=0.06607, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03337, over 40.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3208, pruned_loss=0.08347, over 2474796.62 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08238, over 21162.73 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.297, pruned_loss=0.06139, over 2339464.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.05459, over 7319.50 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3246, pruned_loss=0.08668, over 2475554.64 frames. utt_duration=432 frames, utt_pad_proportion=0.08315, over 23001.72 utterances.], batch size: 40, lr: 4.03e-04
2022-08-25 09:59:38,638 INFO [train.py:927] (3/8) Epoch 9, batch 5850, giga_loss[loss=0.2067, simple_loss=0.2907, pruned_loss=0.06141, over 12369.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02823, over 66.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3198, pruned_loss=0.08407, over 2475138.76 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08836, over 21919.23 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2971, pruned_loss=0.06146, over 2342754.63 frames. utt_duration=1268 frames, utt_pad_proportion=0.05821, over 7399.81 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3232, pruned_loss=0.08708, over 2475824.12 frames. utt_duration=420.4 frames, utt_pad_proportion=0.08795, over 23639.08 utterances.], batch size: 66, lr: 4.02e-04
2022-08-25 10:01:20,795 INFO [train.py:927] (3/8) Epoch 9, batch 5900, libri_loss[loss=0.2121, simple_loss=0.2951, pruned_loss=0.06456, over 12411.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007727, over 38.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3189, pruned_loss=0.08398, over 2474774.92 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08764, over 22501.39 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2974, pruned_loss=0.06163, over 2345986.94 frames. utt_duration=1268 frames, utt_pad_proportion=0.0574, over 7408.55 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.322, pruned_loss=0.08678, over 2475356.36 frames. utt_duration=410.5 frames, utt_pad_proportion=0.0878, over 24207.01 utterances.], batch size: 38, lr: 4.02e-04
2022-08-25 10:03:03,968 INFO [train.py:927] (3/8) Epoch 9, batch 5950, giga_loss[loss=0.2978, simple_loss=0.3578, pruned_loss=0.1189, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3162, pruned_loss=0.08127, over 2474790.37 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08841, over 22778.29 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2971, pruned_loss=0.06161, over 2349634.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.06213, over 7484.88 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3195, pruned_loss=0.08412, over 2475423.32 frames. utt_duration=405.7 frames, utt_pad_proportion=0.08762, over 24497.01 utterances.], batch size: 258, lr: 4.02e-04
2022-08-25 10:04:54,461 INFO [train.py:927] (3/8) Epoch 9, batch 6000, giga_loss[loss=0.2353, simple_loss=0.3114, pruned_loss=0.07962, over 12428.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04813, over 147.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3149, pruned_loss=0.0816, over 2474762.83 frames. utt_duration=432.1 frames, utt_pad_proportion=0.0884, over 22986.89 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2973, pruned_loss=0.06168, over 2351566.55 frames. utt_duration=1256 frames, utt_pad_proportion=0.06143, over 7496.54 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3176, pruned_loss=0.08407, over 2475210.12 frames. utt_duration=405 frames, utt_pad_proportion=0.08808, over 24537.94 utterances.], batch size: 147, lr: 4.02e-04
2022-08-25 10:04:54,462 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 10:05:09,991 INFO [train.py:967] (3/8) 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 10:06:53,221 INFO [train.py:927] (3/8) Epoch 9, batch 6050, giga_loss[loss=0.2266, simple_loss=0.3108, pruned_loss=0.07114, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.0292, over 55.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3139, pruned_loss=0.08031, over 2474888.10 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0871, over 21865.13 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2974, pruned_loss=0.06172, over 2354659.49 frames. utt_duration=1262 frames, utt_pad_proportion=0.06034, over 7469.38 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3163, pruned_loss=0.08266, over 2475212.36 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08738, over 23457.17 utterances.], batch size: 55, lr: 4.02e-04
2022-08-25 10:08:35,813 INFO [train.py:927] (3/8) Epoch 9, batch 6100, libri_loss[loss=0.2088, simple_loss=0.3063, pruned_loss=0.05565, over 12406.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.142, over 66.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3146, pruned_loss=0.08014, over 2474792.25 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08346, over 21880.62 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2971, pruned_loss=0.06145, over 2358282.24 frames. utt_duration=1263 frames, utt_pad_proportion=0.05971, over 7475.33 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3175, pruned_loss=0.08292, over 2475540.90 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08434, over 23639.58 utterances.], batch size: 66, lr: 4.02e-04
2022-08-25 10:10:23,198 INFO [train.py:927] (3/8) Epoch 9, batch 6150, giga_loss[loss=0.2463, simple_loss=0.313, pruned_loss=0.0898, over 12186.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03171, over 36.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3153, pruned_loss=0.08116, over 2474601.44 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08371, over 22229.00 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.297, pruned_loss=0.0614, over 2360214.02 frames. utt_duration=1267 frames, utt_pad_proportion=0.05903, over 7462.23 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3179, pruned_loss=0.08364, over 2475031.15 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08462, over 23810.61 utterances.], batch size: 36, lr: 4.02e-04
2022-08-25 10:12:10,283 INFO [train.py:927] (3/8) Epoch 9, batch 6200, giga_loss[loss=0.213, simple_loss=0.2946, pruned_loss=0.06575, over 12245.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03697, over 28.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3159, pruned_loss=0.08076, over 2473998.24 frames. utt_duration=464.9 frames, utt_pad_proportion=0.08099, over 21354.19 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.297, pruned_loss=0.06139, over 2367096.88 frames. utt_duration=1257 frames, utt_pad_proportion=0.06146, over 7541.78 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3191, pruned_loss=0.08401, over 2474654.78 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08173, over 23457.29 utterances.], batch size: 28, lr: 4.02e-04
2022-08-25 10:13:59,393 INFO [train.py:927] (3/8) Epoch 9, batch 6250, giga_loss[loss=0.3007, simple_loss=0.358, pruned_loss=0.1217, over 12398.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06356, over 183.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3195, pruned_loss=0.08361, over 2474299.78 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08257, over 22228.88 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2976, pruned_loss=0.06162, over 2368532.61 frames. utt_duration=1246 frames, utt_pad_proportion=0.06477, over 7613.93 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3219, pruned_loss=0.08629, over 2474982.65 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08224, over 24035.86 utterances.], batch size: 183, lr: 4.02e-04
2022-08-25 10:15:48,303 INFO [train.py:927] (3/8) Epoch 9, batch 6300, giga_loss[loss=0.2236, simple_loss=0.3183, pruned_loss=0.06446, over 12369.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3193, pruned_loss=0.0827, over 2473953.24 frames. utt_duration=464 frames, utt_pad_proportion=0.08084, over 21394.01 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2973, pruned_loss=0.06153, over 2371447.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.06785, over 7659.02 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3219, pruned_loss=0.08546, over 2474691.64 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07989, over 23159.19 utterances.], batch size: 70, lr: 4.02e-04
2022-08-25 10:17:36,282 INFO [train.py:927] (3/8) Epoch 9, batch 6350, giga_loss[loss=0.2944, simple_loss=0.3441, pruned_loss=0.1224, over 12371.00 frames. utt_duration=132.9 frames, utt_pad_proportion=0.2181, over 376.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3188, pruned_loss=0.08248, over 2473894.80 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08079, over 21685.91 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2967, pruned_loss=0.06125, over 2373778.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.06669, over 7627.87 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3219, pruned_loss=0.08542, over 2474685.98 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08042, over 23434.76 utterances.], batch size: 376, lr: 4.02e-04
2022-08-25 10:19:23,287 INFO [train.py:927] (3/8) Epoch 9, batch 6400, giga_loss[loss=0.2757, simple_loss=0.3298, pruned_loss=0.1108, over 12359.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3178, pruned_loss=0.08232, over 2474468.62 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08527, over 21856.65 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.06134, over 2376251.22 frames. utt_duration=1239 frames, utt_pad_proportion=0.06689, over 7683.70 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3206, pruned_loss=0.08507, over 2475120.10 frames. utt_duration=422.4 frames, utt_pad_proportion=0.08471, over 23517.17 utterances.], batch size: 368, lr: 4.02e-04
2022-08-25 10:21:11,752 INFO [train.py:927] (3/8) Epoch 9, batch 6450, giga_loss[loss=0.2789, simple_loss=0.346, pruned_loss=0.1059, over 12431.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04165, over 146.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08241, over 2474721.95 frames. utt_duration=463.5 frames, utt_pad_proportion=0.08057, over 21422.91 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2971, pruned_loss=0.06143, over 2377988.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.06594, over 7665.09 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3197, pruned_loss=0.08491, over 2475437.53 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08077, over 23008.43 utterances.], batch size: 146, lr: 4.02e-04
2022-08-25 10:22:57,652 INFO [train.py:927] (3/8) Epoch 9, batch 6500, libri_loss[loss=0.1776, simple_loss=0.2611, pruned_loss=0.04709, over 12411.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008263, over 30.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3167, pruned_loss=0.08296, over 2475029.50 frames. utt_duration=452.5 frames, utt_pad_proportion=0.08406, over 21947.67 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2966, pruned_loss=0.06124, over 2379749.80 frames. utt_duration=1248 frames, utt_pad_proportion=0.06509, over 7634.02 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3194, pruned_loss=0.0855, over 2475749.84 frames. utt_duration=423 frames, utt_pad_proportion=0.08435, over 23493.74 utterances.], batch size: 30, lr: 4.02e-04
2022-08-25 10:24:40,396 INFO [train.py:927] (3/8) Epoch 9, batch 6550, giga_loss[loss=0.2824, simple_loss=0.3524, pruned_loss=0.1062, over 12383.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3182, pruned_loss=0.08429, over 2474992.78 frames. utt_duration=452.1 frames, utt_pad_proportion=0.08339, over 21967.39 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2965, pruned_loss=0.06124, over 2380906.36 frames. utt_duration=1252 frames, utt_pad_proportion=0.06434, over 7618.60 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3208, pruned_loss=0.08656, over 2475792.35 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08395, over 23385.30 utterances.], batch size: 161, lr: 4.02e-04
2022-08-25 10:26:24,116 INFO [train.py:927] (3/8) Epoch 9, batch 6600, giga_loss[loss=0.2852, simple_loss=0.3388, pruned_loss=0.1158, over 12344.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3173, pruned_loss=0.08386, over 2474857.09 frames. utt_duration=465.3 frames, utt_pad_proportion=0.08259, over 21340.73 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.296, pruned_loss=0.06101, over 2383433.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.06663, over 7652.61 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3205, pruned_loss=0.08662, over 2476169.29 frames. utt_duration=434.2 frames, utt_pad_proportion=0.0826, over 22890.00 utterances.], batch size: 368, lr: 4.02e-04
2022-08-25 10:28:10,398 INFO [train.py:927] (3/8) Epoch 9, batch 6650, giga_loss[loss=0.2054, simple_loss=0.3038, pruned_loss=0.05345, over 12426.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.0241, over 70.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3174, pruned_loss=0.08366, over 2474566.86 frames. utt_duration=466.8 frames, utt_pad_proportion=0.08083, over 21270.49 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2965, pruned_loss=0.06099, over 2385240.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.0661, over 7653.91 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.32, pruned_loss=0.0864, over 2476032.36 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08125, over 22826.20 utterances.], batch size: 70, lr: 4.02e-04
2022-08-25 10:29:56,194 INFO [train.py:927] (3/8) Epoch 9, batch 6700, giga_loss[loss=0.2855, simple_loss=0.3316, pruned_loss=0.1197, over 12346.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.215, over 374.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3178, pruned_loss=0.08364, over 2473929.30 frames. utt_duration=467 frames, utt_pad_proportion=0.08255, over 21257.25 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06089, over 2386973.01 frames. utt_duration=1254 frames, utt_pad_proportion=0.06484, over 7625.79 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3206, pruned_loss=0.08642, over 2475526.00 frames. utt_duration=435.4 frames, utt_pad_proportion=0.08324, over 22820.33 utterances.], batch size: 374, lr: 4.02e-04
2022-08-25 10:31:38,542 INFO [train.py:927] (3/8) Epoch 9, batch 6750, libri_loss[loss=0.2301, simple_loss=0.3178, pruned_loss=0.07122, over 12431.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02131, over 43.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.32, pruned_loss=0.08552, over 2473926.76 frames. utt_duration=455.5 frames, utt_pad_proportion=0.08569, over 21797.10 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2959, pruned_loss=0.06076, over 2389462.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.06432, over 7627.94 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3231, pruned_loss=0.08848, over 2475290.94 frames. utt_duration=424.1 frames, utt_pad_proportion=0.08639, over 23426.40 utterances.], batch size: 43, lr: 4.02e-04
2022-08-25 10:33:23,484 INFO [train.py:927] (3/8) Epoch 9, batch 6800, giga_loss[loss=0.252, simple_loss=0.3317, pruned_loss=0.08612, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3212, pruned_loss=0.08595, over 2473588.68 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08465, over 21477.70 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2961, pruned_loss=0.06094, over 2390794.19 frames. utt_duration=1256 frames, utt_pad_proportion=0.06338, over 7621.38 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3239, pruned_loss=0.08858, over 2474991.34 frames. utt_duration=431.6 frames, utt_pad_proportion=0.08566, over 23015.19 utterances.], batch size: 133, lr: 4.02e-04
2022-08-25 10:35:05,824 INFO [train.py:927] (3/8) Epoch 9, batch 6850, giga_loss[loss=0.2513, simple_loss=0.3259, pruned_loss=0.08833, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04089, over 113.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3213, pruned_loss=0.08549, over 2473581.21 frames. utt_duration=457.7 frames, utt_pad_proportion=0.08323, over 21689.16 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.296, pruned_loss=0.06078, over 2392472.47 frames. utt_duration=1262 frames, utt_pad_proportion=0.06245, over 7595.14 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.324, pruned_loss=0.0882, over 2474649.44 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08451, over 23202.50 utterances.], batch size: 113, lr: 4.02e-04
2022-08-25 10:36:47,775 INFO [train.py:927] (3/8) Epoch 9, batch 6900, giga_loss[loss=0.2347, simple_loss=0.3193, pruned_loss=0.07502, over 12175.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03437, over 39.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3203, pruned_loss=0.08456, over 2472986.46 frames. utt_duration=473.7 frames, utt_pad_proportion=0.08094, over 20947.64 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2962, pruned_loss=0.06081, over 2394180.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.06122, over 7582.47 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3228, pruned_loss=0.08722, over 2474099.51 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08265, over 22470.05 utterances.], batch size: 39, lr: 4.01e-04
2022-08-25 10:38:33,515 INFO [train.py:927] (3/8) Epoch 9, batch 6950, giga_loss[loss=0.2535, simple_loss=0.3156, pruned_loss=0.09569, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02903, over 48.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.08476, over 2473283.09 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07909, over 20437.32 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2954, pruned_loss=0.06053, over 2395758.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.06011, over 7549.19 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3233, pruned_loss=0.08768, over 2474529.86 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08106, over 21982.92 utterances.], batch size: 48, lr: 4.01e-04
2022-08-25 10:40:25,111 INFO [train.py:927] (3/8) Epoch 9, batch 7000, giga_loss[loss=0.231, simple_loss=0.309, pruned_loss=0.07647, over 12282.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02669, over 54.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3205, pruned_loss=0.08524, over 2473848.68 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07814, over 20341.75 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2956, pruned_loss=0.06068, over 2396722.38 frames. utt_duration=1273 frames, utt_pad_proportion=0.05937, over 7539.01 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3233, pruned_loss=0.08773, over 2474992.92 frames. utt_duration=456.9 frames, utt_pad_proportion=0.08008, over 21736.33 utterances.], batch size: 54, lr: 4.01e-04
2022-08-25 10:42:09,396 INFO [train.py:927] (3/8) Epoch 9, batch 7050, giga_loss[loss=0.2949, simple_loss=0.3385, pruned_loss=0.1257, over 12368.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2136, over 374.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3214, pruned_loss=0.08545, over 2474123.71 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07477, over 20007.28 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2959, pruned_loss=0.06067, over 2399396.68 frames. utt_duration=1274 frames, utt_pad_proportion=0.05858, over 7542.70 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3242, pruned_loss=0.08825, over 2475041.39 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07697, over 21525.30 utterances.], batch size: 374, lr: 4.01e-04
2022-08-25 10:43:53,148 INFO [train.py:927] (3/8) Epoch 9, batch 7100, giga_loss[loss=0.2696, simple_loss=0.3445, pruned_loss=0.09735, over 12368.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05268, over 161.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3214, pruned_loss=0.08492, over 2474229.82 frames. utt_duration=501.4 frames, utt_pad_proportion=0.072, over 19795.59 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.296, pruned_loss=0.06075, over 2401013.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.06283, over 7629.85 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3241, pruned_loss=0.08765, over 2475168.69 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07282, over 21212.54 utterances.], batch size: 161, lr: 4.01e-04
2022-08-25 10:45:35,867 INFO [train.py:927] (3/8) Epoch 9, batch 7150, giga_loss[loss=0.3015, simple_loss=0.3504, pruned_loss=0.1263, over 12421.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04583, over 31.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.321, pruned_loss=0.08464, over 2474503.92 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07215, over 20030.47 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2954, pruned_loss=0.06048, over 2403299.33 frames. utt_duration=1267 frames, utt_pad_proportion=0.06126, over 7594.19 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3246, pruned_loss=0.08784, over 2475479.31 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0734, over 21602.13 utterances.], batch size: 31, lr: 4.01e-04
2022-08-25 10:47:20,681 INFO [train.py:927] (3/8) Epoch 9, batch 7200, giga_loss[loss=0.2656, simple_loss=0.3434, pruned_loss=0.09387, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03813, over 113.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3199, pruned_loss=0.08386, over 2475233.56 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07162, over 19843.09 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2957, pruned_loss=0.06053, over 2404931.02 frames. utt_duration=1271 frames, utt_pad_proportion=0.06015, over 7576.60 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.323, pruned_loss=0.08688, over 2476109.87 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07307, over 21380.39 utterances.], batch size: 113, lr: 4.01e-04
2022-08-25 10:49:05,827 INFO [train.py:927] (3/8) Epoch 9, batch 7250, giga_loss[loss=0.2012, simple_loss=0.2837, pruned_loss=0.05934, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03946, over 26.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.317, pruned_loss=0.08268, over 2475612.01 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06824, over 19726.06 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2959, pruned_loss=0.0606, over 2406750.45 frames. utt_duration=1275 frames, utt_pad_proportion=0.05903, over 7558.47 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3198, pruned_loss=0.08554, over 2476251.94 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07002, over 21237.60 utterances.], batch size: 26, lr: 4.01e-04
2022-08-25 10:50:51,334 INFO [train.py:927] (3/8) Epoch 9, batch 7300, giga_loss[loss=0.207, simple_loss=0.2856, pruned_loss=0.06419, over 12344.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02918, over 66.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3144, pruned_loss=0.08214, over 2474486.56 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06831, over 19414.10 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2957, pruned_loss=0.06045, over 2407861.16 frames. utt_duration=1277 frames, utt_pad_proportion=0.05807, over 7551.31 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3172, pruned_loss=0.08493, over 2475225.37 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07014, over 20836.79 utterances.], batch size: 66, lr: 4.01e-04
2022-08-25 10:52:35,886 INFO [train.py:927] (3/8) Epoch 9, batch 7350, giga_loss[loss=0.2094, simple_loss=0.3044, pruned_loss=0.0572, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04369, over 146.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3133, pruned_loss=0.0799, over 2474731.38 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06988, over 20208.67 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2956, pruned_loss=0.06031, over 2408825.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.05735, over 7545.09 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3158, pruned_loss=0.08252, over 2475356.70 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07148, over 21505.60 utterances.], batch size: 146, lr: 4.01e-04
2022-08-25 10:54:18,874 INFO [train.py:927] (3/8) Epoch 9, batch 7400, giga_loss[loss=0.2141, simple_loss=0.312, pruned_loss=0.05806, over 12405.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03086, over 122.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3121, pruned_loss=0.07717, over 2475176.76 frames. utt_duration=464 frames, utt_pad_proportion=0.07093, over 21406.93 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2953, pruned_loss=0.06017, over 2409544.72 frames. utt_duration=1279 frames, utt_pad_proportion=0.05707, over 7542.89 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3146, pruned_loss=0.07962, over 2475922.82 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07222, over 22628.56 utterances.], batch size: 122, lr: 4.01e-04
2022-08-25 10:56:04,128 INFO [train.py:927] (3/8) Epoch 9, batch 7450, giga_loss[loss=0.2072, simple_loss=0.296, pruned_loss=0.05916, over 12393.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04445, over 146.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3103, pruned_loss=0.07446, over 2475427.07 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07329, over 21907.33 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06053, over 2411631.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.06043, over 7619.32 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.312, pruned_loss=0.07651, over 2475883.50 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07327, over 23204.15 utterances.], batch size: 146, lr: 4.01e-04
2022-08-25 10:57:47,158 INFO [train.py:927] (3/8) Epoch 9, batch 7500, giga_loss[loss=0.2354, simple_loss=0.3217, pruned_loss=0.07453, over 12328.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03507, over 62.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3086, pruned_loss=0.07149, over 2475791.44 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07023, over 21357.94 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2952, pruned_loss=0.06026, over 2413958.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.05921, over 7579.11 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3112, pruned_loss=0.07382, over 2476347.40 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07089, over 22938.56 utterances.], batch size: 62, lr: 4.01e-04
2022-08-25 10:59:33,180 INFO [train.py:927] (3/8) Epoch 9, batch 7550, giga_loss[loss=0.2001, simple_loss=0.2864, pruned_loss=0.05688, over 12308.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03585, over 51.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3084, pruned_loss=0.07123, over 2476130.26 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07252, over 21752.99 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2957, pruned_loss=0.06056, over 2414535.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.06327, over 7662.92 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3102, pruned_loss=0.07291, over 2476606.05 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07179, over 23048.62 utterances.], batch size: 51, lr: 4.01e-04
2022-08-25 11:01:16,863 INFO [train.py:927] (3/8) Epoch 9, batch 7600, giga_loss[loss=0.2137, simple_loss=0.2884, pruned_loss=0.0695, over 12340.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1827, over 359.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3063, pruned_loss=0.06956, over 2476451.23 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07674, over 23311.87 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2961, pruned_loss=0.06056, over 2415590.21 frames. utt_duration=1263 frames, utt_pad_proportion=0.06223, over 7657.68 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3076, pruned_loss=0.07106, over 2477002.71 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07636, over 24617.39 utterances.], batch size: 359, lr: 4.01e-04
2022-08-25 11:03:02,853 INFO [train.py:927] (3/8) Epoch 9, batch 7650, giga_loss[loss=0.2191, simple_loss=0.3118, pruned_loss=0.06321, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3055, pruned_loss=0.06826, over 2476116.78 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07417, over 23754.76 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2965, pruned_loss=0.06062, over 2415894.62 frames. utt_duration=1266 frames, utt_pad_proportion=0.06177, over 7644.15 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3062, pruned_loss=0.06947, over 2476835.82 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07414, over 24945.47 utterances.], batch size: 97, lr: 4.01e-04
2022-08-25 11:04:46,116 INFO [train.py:927] (3/8) Epoch 9, batch 7700, giga_loss[loss=0.2147, simple_loss=0.2983, pruned_loss=0.0655, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3026, pruned_loss=0.06608, over 2475951.42 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07119, over 23628.56 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2967, pruned_loss=0.06074, over 2416598.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.065, over 7703.58 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3031, pruned_loss=0.06699, over 2476692.14 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07035, over 24725.30 utterances.], batch size: 105, lr: 4.01e-04
2022-08-25 11:06:31,106 INFO [train.py:927] (3/8) Epoch 9, batch 7750, giga_loss[loss=0.2298, simple_loss=0.3147, pruned_loss=0.07241, over 12381.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05946, over 182.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3004, pruned_loss=0.06529, over 2476751.64 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07021, over 23694.39 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2968, pruned_loss=0.06086, over 2418424.38 frames. utt_duration=1257 frames, utt_pad_proportion=0.06365, over 7703.29 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3008, pruned_loss=0.06604, over 2477309.62 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07004, over 25014.68 utterances.], batch size: 182, lr: 4.01e-04
2022-08-25 11:08:20,999 INFO [train.py:927] (3/8) Epoch 9, batch 7800, giga_loss[loss=0.2383, simple_loss=0.3329, pruned_loss=0.07182, over 12357.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03724, over 113.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3008, pruned_loss=0.06529, over 2476995.35 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07398, over 24833.71 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2969, pruned_loss=0.06091, over 2419427.60 frames. utt_duration=1260 frames, utt_pad_proportion=0.06265, over 7688.33 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3011, pruned_loss=0.06591, over 2477596.60 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07402, over 26216.74 utterances.], batch size: 113, lr: 4.01e-04
2022-08-25 11:10:23,161 INFO [train.py:927] (3/8) Epoch 9, batch 7850, giga_loss[loss=0.1796, simple_loss=0.2776, pruned_loss=0.04086, over 12462.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03054, over 55.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3012, pruned_loss=0.06448, over 2477115.65 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07109, over 25011.31 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.06091, over 2420228.09 frames. utt_duration=1263 frames, utt_pad_proportion=0.06166, over 7673.70 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3014, pruned_loss=0.06505, over 2477874.67 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07155, over 26423.52 utterances.], batch size: 55, lr: 4.01e-04
2022-08-25 11:12:23,046 INFO [train.py:927] (3/8) Epoch 9, batch 7900, giga_loss[loss=0.1907, simple_loss=0.2899, pruned_loss=0.04572, over 12406.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07371, over 212.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2998, pruned_loss=0.06332, over 2477143.67 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06876, over 25169.36 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.06091, over 2420637.67 frames. utt_duration=1265 frames, utt_pad_proportion=0.06117, over 7665.00 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2999, pruned_loss=0.06379, over 2477868.40 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06936, over 26435.00 utterances.], batch size: 212, lr: 4.01e-04
2022-08-25 11:14:33,882 INFO [train.py:927] (3/8) Epoch 9, batch 7950, giga_loss[loss=0.224, simple_loss=0.2956, pruned_loss=0.07621, over 12471.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02699, over 80.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.297, pruned_loss=0.06144, over 2477013.26 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06827, over 24998.15 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2969, pruned_loss=0.06071, over 2422012.70 frames. utt_duration=1264 frames, utt_pad_proportion=0.06051, over 7671.74 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2973, pruned_loss=0.06203, over 2477880.77 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06905, over 26509.65 utterances.], batch size: 80, lr: 4.01e-04
2022-08-25 11:16:30,935 INFO [train.py:927] (3/8) Epoch 9, batch 8000, giga_loss[loss=0.2264, simple_loss=0.3079, pruned_loss=0.07245, over 12465.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03428, over 98.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2955, pruned_loss=0.06076, over 2477172.88 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0668, over 24858.64 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2972, pruned_loss=0.06069, over 2423135.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05933, over 7661.13 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2954, pruned_loss=0.06125, over 2478060.55 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06785, over 26445.64 utterances.], batch size: 98, lr: 4.00e-04
2022-08-25 11:18:33,862 INFO [train.py:927] (3/8) Epoch 9, batch 8050, giga_loss[loss=0.1875, simple_loss=0.2853, pruned_loss=0.04489, over 12434.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03461, over 31.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.06087, over 2477419.46 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06939, over 26058.71 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2974, pruned_loss=0.06076, over 2423645.62 frames. utt_duration=1267 frames, utt_pad_proportion=0.05884, over 7658.53 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2968, pruned_loss=0.0612, over 2478129.69 frames. utt_duration=362.2 frames, utt_pad_proportion=0.0702, over 27465.13 utterances.], batch size: 31, lr: 4.00e-04
2022-08-25 11:20:47,543 INFO [train.py:927] (3/8) Epoch 9, batch 8100, giga_loss[loss=0.2167, simple_loss=0.314, pruned_loss=0.05967, over 12356.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.05995, over 2477107.79 frames. utt_duration=386 frames, utt_pad_proportion=0.07065, over 25757.19 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2976, pruned_loss=0.0609, over 2424076.48 frames. utt_duration=1256 frames, utt_pad_proportion=0.06229, over 7726.91 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2947, pruned_loss=0.06009, over 2478001.87 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07051, over 27048.84 utterances.], batch size: 70, lr: 4.00e-04
2022-08-25 11:22:46,095 INFO [train.py:927] (3/8) Epoch 9, batch 8150, giga_loss[loss=0.208, simple_loss=0.3106, pruned_loss=0.05264, over 12429.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03546, over 105.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2974, pruned_loss=0.06064, over 2477529.35 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06937, over 25190.39 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2978, pruned_loss=0.06107, over 2426197.82 frames. utt_duration=1248 frames, utt_pad_proportion=0.06418, over 7783.66 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2968, pruned_loss=0.06058, over 2478471.36 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06902, over 26919.48 utterances.], batch size: 105, lr: 4.00e-04
2022-08-25 11:24:49,057 INFO [train.py:927] (3/8) Epoch 9, batch 8200, libri_loss[loss=0.2332, simple_loss=0.3162, pruned_loss=0.0751, over 12389.00 frames. utt_duration=763.7 frames, utt_pad_proportion=0.1322, over 65.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2986, pruned_loss=0.05966, over 2477683.92 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0714, over 24950.07 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2981, pruned_loss=0.06127, over 2427664.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.06774, over 7866.41 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2979, pruned_loss=0.05942, over 2478482.08 frames. utt_duration=372 frames, utt_pad_proportion=0.0702, over 26738.23 utterances.], batch size: 65, lr: 4.00e-04
2022-08-25 11:26:54,338 INFO [train.py:927] (3/8) Epoch 9, batch 8250, libri_loss[loss=0.1946, simple_loss=0.2843, pruned_loss=0.05246, over 12303.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006053, over 35.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2985, pruned_loss=0.05925, over 2477598.53 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07091, over 24519.92 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2979, pruned_loss=0.06111, over 2429502.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.06665, over 7869.74 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2982, pruned_loss=0.05913, over 2478373.89 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0703, over 26600.03 utterances.], batch size: 35, lr: 4.00e-04
2022-08-25 11:29:17,694 INFO [train.py:927] (3/8) Epoch 9, batch 8300, giga_loss[loss=0.2101, simple_loss=0.3017, pruned_loss=0.05931, over 12296.00 frames. utt_duration=965.5 frames, utt_pad_proportion=0.03642, over 51.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.298, pruned_loss=0.05991, over 2477129.41 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06799, over 23733.83 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2979, pruned_loss=0.06119, over 2430019.69 frames. utt_duration=1235 frames, utt_pad_proportion=0.06609, over 7880.59 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2977, pruned_loss=0.05971, over 2477928.42 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06786, over 25593.40 utterances.], batch size: 51, lr: 4.00e-04
2022-08-25 11:31:29,892 INFO [train.py:927] (3/8) Epoch 9, batch 8350, giga_loss[loss=0.1743, simple_loss=0.2699, pruned_loss=0.0393, over 12443.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04121, over 146.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2973, pruned_loss=0.06043, over 2477219.47 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06812, over 23896.83 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2981, pruned_loss=0.06132, over 2431347.59 frames. utt_duration=1223 frames, utt_pad_proportion=0.06934, over 7965.00 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06013, over 2478112.75 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06711, over 25811.20 utterances.], batch size: 146, lr: 4.00e-04
2022-08-25 11:33:36,782 INFO [train.py:927] (3/8) Epoch 9, batch 8400, giga_loss[loss=0.2, simple_loss=0.2886, pruned_loss=0.05572, over 12387.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05536, over 181.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2937, pruned_loss=0.05929, over 2477204.89 frames. utt_duration=395.7 frames, utt_pad_proportion=0.0769, over 25116.96 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.298, pruned_loss=0.06128, over 2432081.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.0684, over 7938.94 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2934, pruned_loss=0.05905, over 2478075.86 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07584, over 26952.75 utterances.], batch size: 181, lr: 4.00e-04
2022-08-25 11:35:40,397 INFO [train.py:927] (3/8) Epoch 9, batch 8450, giga_loss[loss=0.1981, simple_loss=0.2931, pruned_loss=0.05151, over 12354.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03064, over 58.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2961, pruned_loss=0.06063, over 2477765.27 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07426, over 24954.70 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2981, pruned_loss=0.06125, over 2432843.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.06739, over 7909.36 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2958, pruned_loss=0.06045, over 2478573.24 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07387, over 26751.73 utterances.], batch size: 58, lr: 4.00e-04
2022-08-25 11:37:36,643 INFO [train.py:927] (3/8) Epoch 9, batch 8500, giga_loss[loss=0.1917, simple_loss=0.2813, pruned_loss=0.05112, over 12363.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2955, pruned_loss=0.06118, over 2478062.39 frames. utt_duration=400.8 frames, utt_pad_proportion=0.0716, over 24801.10 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2981, pruned_loss=0.06126, over 2433056.44 frames. utt_duration=1233 frames, utt_pad_proportion=0.06685, over 7901.28 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2952, pruned_loss=0.06103, over 2478902.37 frames. utt_duration=377.3 frames, utt_pad_proportion=0.07158, over 26365.85 utterances.], batch size: 58, lr: 4.00e-04
2022-08-25 11:39:42,235 INFO [train.py:927] (3/8) Epoch 9, batch 8550, giga_loss[loss=0.2364, simple_loss=0.3306, pruned_loss=0.07117, over 12488.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.03848, over 52.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2965, pruned_loss=0.06135, over 2477764.01 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07085, over 24516.54 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.298, pruned_loss=0.06113, over 2433909.51 frames. utt_duration=1239 frames, utt_pad_proportion=0.06533, over 7867.69 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2962, pruned_loss=0.06136, over 2478879.22 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07135, over 26270.85 utterances.], batch size: 52, lr: 4.00e-04
2022-08-25 11:42:09,089 INFO [train.py:927] (3/8) Epoch 9, batch 8600, giga_loss[loss=0.1908, simple_loss=0.2735, pruned_loss=0.05401, over 12358.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2959, pruned_loss=0.06061, over 2477378.01 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06961, over 24349.05 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2979, pruned_loss=0.06099, over 2434773.96 frames. utt_duration=1242 frames, utt_pad_proportion=0.06415, over 7853.25 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2958, pruned_loss=0.06074, over 2478449.64 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07045, over 26135.86 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:44:14,620 INFO [train.py:927] (3/8) Epoch 9, batch 8650, giga_loss[loss=0.2203, simple_loss=0.2971, pruned_loss=0.07178, over 12413.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05129, over 161.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2912, pruned_loss=0.05954, over 2477195.24 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07252, over 24903.42 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2972, pruned_loss=0.06085, over 2435162.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.06325, over 7823.47 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2916, pruned_loss=0.05973, over 2478455.68 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07327, over 26643.55 utterances.], batch size: 161, lr: 4.00e-04
2022-08-25 11:46:06,874 INFO [train.py:927] (3/8) Epoch 9, batch 8700, giga_loss[loss=0.2163, simple_loss=0.2986, pruned_loss=0.06702, over 12376.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02838, over 91.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2915, pruned_loss=0.0597, over 2477861.62 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07018, over 25215.87 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2973, pruned_loss=0.0609, over 2435328.46 frames. utt_duration=1246 frames, utt_pad_proportion=0.06313, over 7830.36 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2917, pruned_loss=0.05979, over 2478888.07 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07092, over 26647.22 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:48:09,973 INFO [train.py:927] (3/8) Epoch 9, batch 8750, giga_loss[loss=0.2147, simple_loss=0.3074, pruned_loss=0.06101, over 12446.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02736, over 80.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2909, pruned_loss=0.05917, over 2478087.05 frames. utt_duration=386.7 frames, utt_pad_proportion=0.07122, over 25714.01 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2972, pruned_loss=0.06083, over 2435389.82 frames. utt_duration=1247 frames, utt_pad_proportion=0.06292, over 7820.21 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2912, pruned_loss=0.05929, over 2479026.37 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07182, over 26923.78 utterances.], batch size: 80, lr: 4.00e-04
2022-08-25 11:50:24,629 INFO [train.py:927] (3/8) Epoch 9, batch 8800, giga_loss[loss=0.1762, simple_loss=0.2619, pruned_loss=0.04523, over 12341.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03095, over 91.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2898, pruned_loss=0.05841, over 2477942.57 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06807, over 25080.44 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06101, over 2435872.19 frames. utt_duration=1253 frames, utt_pad_proportion=0.06188, over 7786.01 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2895, pruned_loss=0.0583, over 2479264.44 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06903, over 26497.57 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:52:32,594 INFO [train.py:927] (3/8) Epoch 9, batch 8850, giga_loss[loss=0.2125, simple_loss=0.2958, pruned_loss=0.06456, over 12375.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02755, over 85.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2903, pruned_loss=0.05858, over 2478477.33 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06958, over 25129.39 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2978, pruned_loss=0.06098, over 2436487.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.06565, over 7855.31 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2898, pruned_loss=0.05849, over 2479533.32 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06924, over 26403.82 utterances.], batch size: 85, lr: 4.00e-04
2022-08-25 11:54:36,585 INFO [train.py:927] (3/8) Epoch 9, batch 8900, giga_loss[loss=0.1957, simple_loss=0.2823, pruned_loss=0.05456, over 12412.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05846, over 182.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2894, pruned_loss=0.05793, over 2479079.86 frames. utt_duration=394.6 frames, utt_pad_proportion=0.0678, over 25205.80 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2979, pruned_loss=0.06106, over 2436704.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.06543, over 7859.04 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2889, pruned_loss=0.05777, over 2479901.31 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06766, over 26279.45 utterances.], batch size: 182, lr: 4.00e-04
2022-08-25 11:56:35,439 INFO [train.py:927] (3/8) Epoch 9, batch 8950, giga_loss[loss=0.2051, simple_loss=0.3, pruned_loss=0.05512, over 12367.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2923, pruned_loss=0.05862, over 2478683.77 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06894, over 25525.16 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2983, pruned_loss=0.06125, over 2437442.82 frames. utt_duration=1240 frames, utt_pad_proportion=0.06514, over 7875.26 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2914, pruned_loss=0.05827, over 2479628.36 frames. utt_duration=371.6 frames, utt_pad_proportion=0.06893, over 26777.85 utterances.], batch size: 62, lr: 4.00e-04
2022-08-25 11:58:42,995 INFO [train.py:927] (3/8) Epoch 9, batch 9000, libri_loss[loss=0.1522, simple_loss=0.2474, pruned_loss=0.0285, over 12275.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01131, over 28.00 utterances.], tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.058, over 2478145.22 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06649, over 25183.05 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2977, pruned_loss=0.06094, over 2438178.51 frames. utt_duration=1243 frames, utt_pad_proportion=0.06423, over 7854.63 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.05794, over 2479149.96 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06686, over 26610.73 utterances.], batch size: 28, lr: 4.00e-04
2022-08-25 11:58:42,996 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 11:58:56,848 INFO [train.py:967] (3/8) 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 12:01:01,116 INFO [train.py:927] (3/8) Epoch 9, batch 9050, giga_loss[loss=0.22, simple_loss=0.306, pruned_loss=0.06693, over 12461.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03444, over 98.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2901, pruned_loss=0.05695, over 2477473.93 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06923, over 25613.93 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2974, pruned_loss=0.06079, over 2438232.49 frames. utt_duration=1248 frames, utt_pad_proportion=0.06339, over 7826.73 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2901, pruned_loss=0.05699, over 2478962.02 frames. utt_duration=367.1 frames, utt_pad_proportion=0.06964, over 27100.33 utterances.], batch size: 98, lr: 4.00e-04
2022-08-25 12:03:01,950 INFO [train.py:927] (3/8) Epoch 9, batch 9100, giga_loss[loss=0.1832, simple_loss=0.2733, pruned_loss=0.04652, over 12392.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2887, pruned_loss=0.05663, over 2477251.29 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06683, over 25457.76 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.297, pruned_loss=0.06065, over 2438767.72 frames. utt_duration=1251 frames, utt_pad_proportion=0.06249, over 7808.35 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2888, pruned_loss=0.05672, over 2478652.58 frames. utt_duration=369 frames, utt_pad_proportion=0.06751, over 26958.10 utterances.], batch size: 62, lr: 3.99e-04
2022-08-25 12:05:09,441 INFO [train.py:927] (3/8) Epoch 9, batch 9150, giga_loss[loss=0.2263, simple_loss=0.3112, pruned_loss=0.0707, over 12418.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03995, over 105.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2897, pruned_loss=0.057, over 2477118.65 frames. utt_duration=397 frames, utt_pad_proportion=0.06757, over 25032.28 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2967, pruned_loss=0.06058, over 2440027.75 frames. utt_duration=1256 frames, utt_pad_proportion=0.0607, over 7780.31 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2898, pruned_loss=0.05699, over 2478474.49 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06865, over 26909.43 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:07:08,502 INFO [train.py:927] (3/8) Epoch 9, batch 9200, giga_loss[loss=0.2181, simple_loss=0.3096, pruned_loss=0.06336, over 12385.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03037, over 122.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2913, pruned_loss=0.05768, over 2477225.98 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06318, over 23806.29 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2963, pruned_loss=0.06042, over 2440557.33 frames. utt_duration=1260 frames, utt_pad_proportion=0.05994, over 7754.02 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2915, pruned_loss=0.05773, over 2478474.31 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06459, over 25603.72 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:09:12,584 INFO [train.py:927] (3/8) Epoch 9, batch 9250, giga_loss[loss=0.2136, simple_loss=0.2928, pruned_loss=0.06719, over 12437.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02127, over 48.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05826, over 2477003.41 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06486, over 23915.09 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2964, pruned_loss=0.06031, over 2440845.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05912, over 7747.06 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2931, pruned_loss=0.05835, over 2478364.01 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06611, over 25616.17 utterances.], batch size: 48, lr: 3.99e-04
2022-08-25 12:11:28,590 INFO [train.py:927] (3/8) Epoch 9, batch 9300, giga_loss[loss=0.2141, simple_loss=0.2985, pruned_loss=0.06482, over 12348.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03839, over 113.00 utterances.], tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05804, over 2476952.66 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06445, over 23711.68 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2962, pruned_loss=0.06021, over 2441225.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.058, over 7722.69 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2921, pruned_loss=0.05814, over 2478508.03 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06586, over 25466.46 utterances.], batch size: 113, lr: 3.99e-04
2022-08-25 12:13:28,464 INFO [train.py:927] (3/8) Epoch 9, batch 9350, giga_loss[loss=0.2054, simple_loss=0.2945, pruned_loss=0.05815, over 12439.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2928, pruned_loss=0.05902, over 2477319.26 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06426, over 24468.63 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2962, pruned_loss=0.06038, over 2441532.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05714, over 7711.27 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2928, pruned_loss=0.05891, over 2478898.53 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0656, over 26145.86 utterances.], batch size: 161, lr: 3.99e-04
2022-08-25 12:15:34,093 INFO [train.py:927] (3/8) Epoch 9, batch 9400, giga_loss[loss=0.2033, simple_loss=0.2954, pruned_loss=0.05557, over 12394.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04501, over 146.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2909, pruned_loss=0.05875, over 2477287.78 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06758, over 24644.90 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2959, pruned_loss=0.06015, over 2442170.43 frames. utt_duration=1272 frames, utt_pad_proportion=0.0561, over 7686.64 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2912, pruned_loss=0.05884, over 2478793.28 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06876, over 26372.30 utterances.], batch size: 146, lr: 3.99e-04
2022-08-25 12:17:37,571 INFO [train.py:927] (3/8) Epoch 9, batch 9450, giga_loss[loss=0.1784, simple_loss=0.2796, pruned_loss=0.03865, over 12395.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04954, over 161.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2904, pruned_loss=0.05754, over 2476829.69 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06824, over 24304.74 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06022, over 2442466.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05603, over 7702.70 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2904, pruned_loss=0.05753, over 2478064.67 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06922, over 25808.14 utterances.], batch size: 161, lr: 3.99e-04
2022-08-25 12:19:31,348 INFO [train.py:927] (3/8) Epoch 9, batch 9500, giga_loss[loss=0.2113, simple_loss=0.2979, pruned_loss=0.06239, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02744, over 66.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2914, pruned_loss=0.05653, over 2476495.36 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06671, over 23522.15 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2957, pruned_loss=0.06006, over 2443126.91 frames. utt_duration=1275 frames, utt_pad_proportion=0.05525, over 7675.37 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2915, pruned_loss=0.05659, over 2477635.86 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06788, over 25088.76 utterances.], batch size: 66, lr: 3.99e-04
2022-08-25 12:21:42,756 INFO [train.py:927] (3/8) Epoch 9, batch 9550, giga_loss[loss=0.1806, simple_loss=0.2631, pruned_loss=0.04908, over 12371.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1798, over 358.00 utterances.], tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.057, over 2477377.97 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06864, over 24637.30 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2959, pruned_loss=0.06011, over 2443865.49 frames. utt_duration=1275 frames, utt_pad_proportion=0.05444, over 7678.84 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05695, over 2478217.68 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06968, over 26142.99 utterances.], batch size: 358, lr: 3.99e-04
2022-08-25 12:23:56,915 INFO [train.py:927] (3/8) Epoch 9, batch 9600, giga_loss[loss=0.2092, simple_loss=0.3033, pruned_loss=0.05758, over 12380.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03067, over 62.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05683, over 2477182.78 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06642, over 25191.72 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2957, pruned_loss=0.06017, over 2444301.37 frames. utt_duration=1280 frames, utt_pad_proportion=0.05327, over 7644.75 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2919, pruned_loss=0.05666, over 2478390.50 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06772, over 26899.52 utterances.], batch size: 62, lr: 3.99e-04
2022-08-25 12:26:16,682 INFO [train.py:927] (3/8) Epoch 9, batch 9650, giga_loss[loss=0.2108, simple_loss=0.3061, pruned_loss=0.05773, over 12360.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03139, over 51.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2934, pruned_loss=0.05708, over 2477068.37 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06757, over 25312.08 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06016, over 2444877.18 frames. utt_duration=1281 frames, utt_pad_proportion=0.05241, over 7640.66 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2935, pruned_loss=0.05688, over 2478247.80 frames. utt_duration=367.2 frames, utt_pad_proportion=0.06883, over 27083.30 utterances.], batch size: 51, lr: 3.99e-04
2022-08-25 12:28:41,833 INFO [train.py:927] (3/8) Epoch 9, batch 9700, giga_loss[loss=0.2126, simple_loss=0.2994, pruned_loss=0.06293, over 12425.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04306, over 147.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2947, pruned_loss=0.05757, over 2477809.20 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06544, over 25066.51 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2958, pruned_loss=0.06013, over 2445147.92 frames. utt_duration=1283 frames, utt_pad_proportion=0.05199, over 7634.27 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2946, pruned_loss=0.0574, over 2478779.86 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06671, over 26622.50 utterances.], batch size: 147, lr: 3.99e-04
2022-08-25 12:30:55,196 INFO [train.py:927] (3/8) Epoch 9, batch 9750, giga_loss[loss=0.2084, simple_loss=0.2933, pruned_loss=0.0617, over 12423.00 frames. utt_duration=196.1 frames, utt_pad_proportion=0.09225, over 255.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2929, pruned_loss=0.0567, over 2477752.59 frames. utt_duration=390 frames, utt_pad_proportion=0.06704, over 25486.73 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2954, pruned_loss=0.05988, over 2445565.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.05162, over 7606.89 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2931, pruned_loss=0.05676, over 2478584.79 frames. utt_duration=368.6 frames, utt_pad_proportion=0.06808, over 26980.26 utterances.], batch size: 255, lr: 3.99e-04
2022-08-25 12:32:56,736 INFO [train.py:927] (3/8) Epoch 9, batch 9800, giga_loss[loss=0.1881, simple_loss=0.2819, pruned_loss=0.04714, over 12396.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.04182, over 105.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.293, pruned_loss=0.05688, over 2477982.19 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06547, over 24769.73 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2955, pruned_loss=0.05992, over 2446541.63 frames. utt_duration=1274 frames, utt_pad_proportion=0.0552, over 7689.64 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.293, pruned_loss=0.0568, over 2478633.55 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06566, over 26354.02 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:34:53,583 INFO [train.py:927] (3/8) Epoch 9, batch 9850, libri_loss[loss=0.2025, simple_loss=0.2997, pruned_loss=0.05264, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01416, over 40.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2943, pruned_loss=0.057, over 2477852.79 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06456, over 24501.91 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2954, pruned_loss=0.0599, over 2446674.12 frames. utt_duration=1276 frames, utt_pad_proportion=0.05459, over 7677.40 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2944, pruned_loss=0.05692, over 2478668.96 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06497, over 26003.69 utterances.], batch size: 40, lr: 3.99e-04
2022-08-25 12:36:52,430 INFO [train.py:927] (3/8) Epoch 9, batch 9900, giga_loss[loss=0.1862, simple_loss=0.2801, pruned_loss=0.04612, over 12377.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2919, pruned_loss=0.05665, over 2476712.68 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06461, over 24106.36 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2953, pruned_loss=0.05984, over 2446853.94 frames. utt_duration=1278 frames, utt_pad_proportion=0.05395, over 7665.27 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.292, pruned_loss=0.0566, over 2477622.77 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06514, over 25536.89 utterances.], batch size: 58, lr: 3.99e-04
2022-08-25 12:38:37,979 INFO [train.py:927] (3/8) Epoch 9, batch 9950, giga_loss[loss=0.2247, simple_loss=0.3204, pruned_loss=0.06454, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.296, pruned_loss=0.05924, over 2475922.70 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06624, over 22987.01 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05986, over 2447590.07 frames. utt_duration=1265 frames, utt_pad_proportion=0.05775, over 7747.95 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2962, pruned_loss=0.05909, over 2476881.91 frames. utt_duration=404.9 frames, utt_pad_proportion=0.0656, over 24541.57 utterances.], batch size: 97, lr: 3.99e-04
2022-08-25 12:40:23,497 INFO [train.py:927] (3/8) Epoch 9, batch 10000, giga_loss[loss=0.2161, simple_loss=0.291, pruned_loss=0.07065, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03943, over 40.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.3007, pruned_loss=0.06192, over 2475393.62 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06665, over 22044.87 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.05994, over 2448062.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.05711, over 7729.82 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.3009, pruned_loss=0.06174, over 2476106.85 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06633, over 23493.01 utterances.], batch size: 40, lr: 3.99e-04
2022-08-25 12:42:08,704 INFO [train.py:927] (3/8) Epoch 9, batch 10050, giga_loss[loss=0.2178, simple_loss=0.2894, pruned_loss=0.07311, over 12373.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.04009, over 105.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2973, pruned_loss=0.06165, over 2475385.75 frames. utt_duration=461.4 frames, utt_pad_proportion=0.06631, over 21522.11 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06034, over 2448703.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.06089, over 7803.30 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.0612, over 2475867.19 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06501, over 22850.84 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:43:53,043 INFO [train.py:927] (3/8) Epoch 9, batch 10100, giga_loss[loss=0.1506, simple_loss=0.2368, pruned_loss=0.03225, over 12410.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03451, over 75.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2899, pruned_loss=0.05873, over 2475462.12 frames. utt_duration=482 frames, utt_pad_proportion=0.06597, over 20601.25 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2961, pruned_loss=0.06012, over 2449027.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.05972, over 7776.46 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2894, pruned_loss=0.05857, over 2476161.62 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06534, over 21981.24 utterances.], batch size: 75, lr: 3.99e-04
2022-08-25 12:45:35,686 INFO [train.py:927] (3/8) Epoch 9, batch 10150, giga_loss[loss=0.1899, simple_loss=0.271, pruned_loss=0.0544, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03344, over 80.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2824, pruned_loss=0.0564, over 2475443.77 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07159, over 21225.30 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2961, pruned_loss=0.06012, over 2449256.05 frames. utt_duration=1261 frames, utt_pad_proportion=0.05946, over 7776.57 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2819, pruned_loss=0.05626, over 2475893.93 frames. utt_duration=444 frames, utt_pad_proportion=0.07095, over 22372.02 utterances.], batch size: 80, lr: 3.99e-04
2022-08-25 12:47:19,892 INFO [train.py:927] (3/8) Epoch 9, batch 10200, giga_loss[loss=0.164, simple_loss=0.2419, pruned_loss=0.04304, over 12248.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03613, over 28.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2768, pruned_loss=0.05432, over 2475160.24 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07364, over 21000.86 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05983, over 2449984.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.05792, over 7744.90 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2762, pruned_loss=0.05431, over 2475679.65 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07358, over 22370.53 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 12:49:02,981 INFO [train.py:927] (3/8) Epoch 9, batch 10250, giga_loss[loss=0.1532, simple_loss=0.2431, pruned_loss=0.03164, over 12390.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02532, over 66.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2722, pruned_loss=0.05256, over 2475040.75 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07391, over 20509.27 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05979, over 2450528.71 frames. utt_duration=1271 frames, utt_pad_proportion=0.05659, over 7723.84 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2714, pruned_loss=0.05243, over 2475639.78 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07442, over 21980.47 utterances.], batch size: 66, lr: 3.98e-04
2022-08-25 12:50:47,799 INFO [train.py:927] (3/8) Epoch 9, batch 10300, giga_loss[loss=0.2056, simple_loss=0.286, pruned_loss=0.06258, over 12373.00 frames. utt_duration=237.2 frames, utt_pad_proportion=0.06625, over 210.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2699, pruned_loss=0.05161, over 2475229.90 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06812, over 19933.37 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05975, over 2451348.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.05534, over 7731.56 utterances.], giga_tot_loss[loss=0.1854, simple_loss=0.2682, pruned_loss=0.05127, over 2475726.50 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06948, over 21513.15 utterances.], batch size: 210, lr: 3.98e-04
2022-08-25 12:52:29,484 INFO [train.py:927] (3/8) Epoch 9, batch 10350, giga_loss[loss=0.1755, simple_loss=0.2539, pruned_loss=0.04848, over 12411.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03235, over 80.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2657, pruned_loss=0.0499, over 2475209.23 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06517, over 19015.82 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05976, over 2452114.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05478, over 7738.26 utterances.], giga_tot_loss[loss=0.1811, simple_loss=0.2635, pruned_loss=0.04932, over 2475659.00 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06688, over 20665.82 utterances.], batch size: 80, lr: 3.98e-04
2022-08-25 12:54:14,252 INFO [train.py:927] (3/8) Epoch 9, batch 10400, giga_loss[loss=0.1692, simple_loss=0.2526, pruned_loss=0.04291, over 12360.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02716, over 48.00 utterances.], tot_loss[loss=0.1797, simple_loss=0.2618, pruned_loss=0.04874, over 2473921.71 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06625, over 18637.54 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2959, pruned_loss=0.05996, over 2452373.30 frames. utt_duration=1248 frames, utt_pad_proportion=0.06191, over 7868.72 utterances.], giga_tot_loss[loss=0.1771, simple_loss=0.2587, pruned_loss=0.04773, over 2474856.99 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06542, over 20256.46 utterances.], batch size: 48, lr: 3.98e-04
2022-08-25 12:55:59,264 INFO [train.py:927] (3/8) Epoch 9, batch 10450, libri_loss[loss=0.1806, simple_loss=0.2617, pruned_loss=0.0498, over 12449.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009168, over 29.00 utterances.], tot_loss[loss=0.1868, simple_loss=0.2685, pruned_loss=0.0525, over 2474353.04 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07057, over 19669.78 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05965, over 2452814.27 frames. utt_duration=1255 frames, utt_pad_proportion=0.06093, over 7824.39 utterances.], giga_tot_loss[loss=0.1847, simple_loss=0.266, pruned_loss=0.05175, over 2475171.14 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07003, over 21249.43 utterances.], batch size: 29, lr: 3.98e-04
2022-08-25 12:57:42,434 INFO [train.py:927] (3/8) Epoch 9, batch 10500, libri_loss[loss=0.1927, simple_loss=0.2884, pruned_loss=0.04845, over 12353.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01572, over 41.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2783, pruned_loss=0.05664, over 2473102.70 frames. utt_duration=523.4 frames, utt_pad_proportion=0.0674, over 18955.16 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.05926, over 2452908.65 frames. utt_duration=1261 frames, utt_pad_proportion=0.05888, over 7790.36 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.276, pruned_loss=0.05622, over 2474536.57 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06804, over 20759.03 utterances.], batch size: 41, lr: 3.98e-04
2022-08-25 12:59:26,907 INFO [train.py:927] (3/8) Epoch 9, batch 10550, giga_loss[loss=0.2137, simple_loss=0.3002, pruned_loss=0.06362, over 12366.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02588, over 66.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2849, pruned_loss=0.05877, over 2473429.83 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06453, over 19178.53 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2945, pruned_loss=0.05933, over 2453247.56 frames. utt_duration=1259 frames, utt_pad_proportion=0.05891, over 7801.19 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2828, pruned_loss=0.05835, over 2474652.09 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06532, over 20801.79 utterances.], batch size: 66, lr: 3.98e-04
2022-08-25 13:01:10,714 INFO [train.py:927] (3/8) Epoch 9, batch 10600, giga_loss[loss=0.2403, simple_loss=0.327, pruned_loss=0.07683, over 12395.00 frames. utt_duration=973.7 frames, utt_pad_proportion=0.0282, over 51.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2901, pruned_loss=0.06075, over 2473779.86 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07035, over 20203.25 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05915, over 2453776.45 frames. utt_duration=1261 frames, utt_pad_proportion=0.05791, over 7790.38 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2881, pruned_loss=0.06059, over 2474719.45 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07103, over 21788.09 utterances.], batch size: 51, lr: 3.98e-04
2022-08-25 13:02:55,807 INFO [train.py:927] (3/8) Epoch 9, batch 10650, giga_loss[loss=0.2381, simple_loss=0.3177, pruned_loss=0.07929, over 12382.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04139, over 133.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2948, pruned_loss=0.06392, over 2473393.47 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06538, over 19444.39 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2947, pruned_loss=0.05924, over 2453604.53 frames. utt_duration=1260 frames, utt_pad_proportion=0.05736, over 7797.47 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2932, pruned_loss=0.06375, over 2474620.78 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06652, over 20899.66 utterances.], batch size: 133, lr: 3.98e-04
2022-08-25 13:04:39,302 INFO [train.py:927] (3/8) Epoch 9, batch 10700, giga_loss[loss=0.2366, simple_loss=0.3258, pruned_loss=0.07373, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03603, over 105.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2992, pruned_loss=0.06574, over 2473709.29 frames. utt_duration=523 frames, utt_pad_proportion=0.06721, over 18972.34 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05938, over 2453983.15 frames. utt_duration=1242 frames, utt_pad_proportion=0.06414, over 7915.39 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2978, pruned_loss=0.06566, over 2474990.97 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06596, over 20398.92 utterances.], batch size: 105, lr: 3.98e-04
2022-08-25 13:06:22,839 INFO [train.py:927] (3/8) Epoch 9, batch 10750, giga_loss[loss=0.228, simple_loss=0.3161, pruned_loss=0.06999, over 12442.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04087, over 146.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.302, pruned_loss=0.0662, over 2473954.05 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06492, over 18512.02 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.05943, over 2454597.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.06392, over 7929.93 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3009, pruned_loss=0.06621, over 2474763.48 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06415, over 19824.82 utterances.], batch size: 146, lr: 3.98e-04
2022-08-25 13:08:08,539 INFO [train.py:927] (3/8) Epoch 9, batch 10800, giga_loss[loss=0.1879, simple_loss=0.2874, pruned_loss=0.04415, over 12406.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3024, pruned_loss=0.06514, over 2474018.02 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06297, over 18332.80 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2947, pruned_loss=0.05938, over 2454509.68 frames. utt_duration=1241 frames, utt_pad_proportion=0.06371, over 7920.29 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3018, pruned_loss=0.06522, over 2474823.33 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06253, over 19416.26 utterances.], batch size: 133, lr: 3.98e-04
2022-08-25 13:09:52,829 INFO [train.py:927] (3/8) Epoch 9, batch 10850, giga_loss[loss=0.2222, simple_loss=0.3093, pruned_loss=0.06753, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03353, over 104.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06449, over 2473389.03 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06123, over 17528.54 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2948, pruned_loss=0.05935, over 2454974.01 frames. utt_duration=1249 frames, utt_pad_proportion=0.06153, over 7871.83 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06482, over 2474432.00 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06181, over 18882.83 utterances.], batch size: 104, lr: 3.98e-04
2022-08-25 13:11:35,884 INFO [train.py:927] (3/8) Epoch 9, batch 10900, giga_loss[loss=0.2578, simple_loss=0.3224, pruned_loss=0.09656, over 12369.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1924, over 364.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.304, pruned_loss=0.06752, over 2472389.73 frames. utt_duration=564 frames, utt_pad_proportion=0.06199, over 17580.65 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.0594, over 2455390.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.05996, over 7835.96 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.304, pruned_loss=0.06789, over 2473384.98 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06294, over 18990.24 utterances.], batch size: 364, lr: 3.98e-04
2022-08-25 13:13:21,948 INFO [train.py:927] (3/8) Epoch 9, batch 10950, giga_loss[loss=0.2238, simple_loss=0.3011, pruned_loss=0.07323, over 12411.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05569, over 162.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3044, pruned_loss=0.06935, over 2473120.33 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06214, over 17841.99 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2945, pruned_loss=0.05932, over 2455587.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.05988, over 7837.29 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3049, pruned_loss=0.0699, over 2474030.71 frames. utt_duration=518.6 frames, utt_pad_proportion=0.0629, over 19135.73 utterances.], batch size: 162, lr: 3.98e-04
2022-08-25 13:15:15,184 INFO [train.py:927] (3/8) Epoch 9, batch 11000, giga_loss[loss=0.2013, simple_loss=0.2909, pruned_loss=0.05586, over 12312.00 frames. utt_duration=796.1 frames, utt_pad_proportion=0.0362, over 62.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3032, pruned_loss=0.06909, over 2472606.59 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05861, over 17035.69 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2943, pruned_loss=0.05917, over 2455584.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.05924, over 7813.84 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06981, over 2473575.27 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05971, over 18215.34 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:17:01,403 INFO [train.py:927] (3/8) Epoch 9, batch 11050, giga_loss[loss=0.1786, simple_loss=0.2729, pruned_loss=0.04221, over 12469.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03012, over 75.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3008, pruned_loss=0.06756, over 2473022.51 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06115, over 16961.05 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2941, pruned_loss=0.05905, over 2455597.85 frames. utt_duration=1262 frames, utt_pad_proportion=0.05808, over 7793.82 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3017, pruned_loss=0.06846, over 2474206.10 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06227, over 18150.01 utterances.], batch size: 75, lr: 3.98e-04
2022-08-25 13:18:48,960 INFO [train.py:927] (3/8) Epoch 9, batch 11100, libri_loss[loss=0.1485, simple_loss=0.2318, pruned_loss=0.03262, over 12275.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009634, over 28.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2967, pruned_loss=0.06535, over 2472766.83 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06035, over 16853.45 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2942, pruned_loss=0.05908, over 2455936.65 frames. utt_duration=1267 frames, utt_pad_proportion=0.05653, over 7762.36 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2975, pruned_loss=0.06629, over 2473967.98 frames. utt_duration=547.1 frames, utt_pad_proportion=0.0619, over 18138.91 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 13:20:32,914 INFO [train.py:927] (3/8) Epoch 9, batch 11150, giga_loss[loss=0.2093, simple_loss=0.2912, pruned_loss=0.06366, over 12485.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04334, over 34.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2933, pruned_loss=0.06406, over 2473290.10 frames. utt_duration=559.1 frames, utt_pad_proportion=0.0684, over 17741.71 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2943, pruned_loss=0.05914, over 2456604.11 frames. utt_duration=1269 frames, utt_pad_proportion=0.0557, over 7750.30 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2939, pruned_loss=0.06484, over 2473949.82 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06943, over 18932.41 utterances.], batch size: 34, lr: 3.98e-04
2022-08-25 13:22:18,224 INFO [train.py:927] (3/8) Epoch 9, batch 11200, giga_loss[loss=0.2125, simple_loss=0.2891, pruned_loss=0.06802, over 12357.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2929, pruned_loss=0.06352, over 2473452.56 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06954, over 18566.76 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2944, pruned_loss=0.05914, over 2456963.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.05507, over 7749.07 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2932, pruned_loss=0.0642, over 2473877.85 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07057, over 19656.52 utterances.], batch size: 97, lr: 3.98e-04
2022-08-25 13:23:59,013 INFO [train.py:927] (3/8) Epoch 9, batch 11250, giga_loss[loss=0.2446, simple_loss=0.3095, pruned_loss=0.08988, over 12357.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1885, over 362.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2901, pruned_loss=0.06266, over 2473022.86 frames. utt_duration=552 frames, utt_pad_proportion=0.06637, over 17970.53 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2945, pruned_loss=0.05912, over 2457025.81 frames. utt_duration=1271 frames, utt_pad_proportion=0.05444, over 7742.84 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2902, pruned_loss=0.06327, over 2473533.07 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06764, over 18979.26 utterances.], batch size: 362, lr: 3.98e-04
2022-08-25 13:25:42,849 INFO [train.py:927] (3/8) Epoch 9, batch 11300, giga_loss[loss=0.1589, simple_loss=0.2482, pruned_loss=0.03483, over 12412.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03422, over 75.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2874, pruned_loss=0.06183, over 2472862.85 frames. utt_duration=557 frames, utt_pad_proportion=0.06517, over 17805.09 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2947, pruned_loss=0.0592, over 2457583.06 frames. utt_duration=1270 frames, utt_pad_proportion=0.05411, over 7752.53 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2871, pruned_loss=0.06232, over 2473182.61 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06649, over 18879.44 utterances.], batch size: 75, lr: 3.98e-04
2022-08-25 13:27:24,984 INFO [train.py:927] (3/8) Epoch 9, batch 11350, libri_loss[loss=0.1551, simple_loss=0.2396, pruned_loss=0.03533, over 12387.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009447, over 30.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2845, pruned_loss=0.06083, over 2472702.72 frames. utt_duration=590.1 frames, utt_pad_proportion=0.06099, over 16802.79 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05905, over 2458348.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.05359, over 7752.56 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2843, pruned_loss=0.06143, over 2472645.20 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06267, over 17931.92 utterances.], batch size: 30, lr: 3.97e-04
2022-08-25 13:29:07,060 INFO [train.py:927] (3/8) Epoch 9, batch 11400, giga_loss[loss=0.1983, simple_loss=0.2733, pruned_loss=0.06159, over 12271.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02742, over 54.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2815, pruned_loss=0.05969, over 2472642.53 frames. utt_duration=616.7 frames, utt_pad_proportion=0.05711, over 16077.99 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05896, over 2458295.66 frames. utt_duration=1275 frames, utt_pad_proportion=0.05243, over 7721.32 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2812, pruned_loss=0.06029, over 2473025.71 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05926, over 17241.71 utterances.], batch size: 54, lr: 3.97e-04
2022-08-25 13:30:49,688 INFO [train.py:927] (3/8) Epoch 9, batch 11450, giga_loss[loss=0.1872, simple_loss=0.2643, pruned_loss=0.05506, over 12357.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04953, over 31.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2795, pruned_loss=0.05895, over 2473107.78 frames. utt_duration=620 frames, utt_pad_proportion=0.05973, over 15993.64 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.05894, over 2458829.96 frames. utt_duration=1279 frames, utt_pad_proportion=0.05088, over 7696.23 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2791, pruned_loss=0.05949, over 2473526.23 frames. utt_duration=572.8 frames, utt_pad_proportion=0.0621, over 17318.31 utterances.], batch size: 31, lr: 3.97e-04
2022-08-25 13:32:34,718 INFO [train.py:927] (3/8) Epoch 9, batch 11500, giga_loss[loss=0.2691, simple_loss=0.3406, pruned_loss=0.09883, over 12381.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07408, over 212.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2799, pruned_loss=0.05954, over 2472308.18 frames. utt_duration=612.3 frames, utt_pad_proportion=0.0598, over 16189.65 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2937, pruned_loss=0.05885, over 2458764.66 frames. utt_duration=1280 frames, utt_pad_proportion=0.05058, over 7692.39 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2793, pruned_loss=0.06003, over 2473054.77 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06184, over 17473.44 utterances.], batch size: 212, lr: 3.97e-04
2022-08-25 13:34:18,883 INFO [train.py:927] (3/8) Epoch 9, batch 11550, giga_loss[loss=0.2905, simple_loss=0.3577, pruned_loss=0.1116, over 12389.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0738, over 212.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2848, pruned_loss=0.06252, over 2472316.12 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06289, over 16707.69 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2939, pruned_loss=0.05894, over 2458863.29 frames. utt_duration=1280 frames, utt_pad_proportion=0.05022, over 7692.44 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.284, pruned_loss=0.06284, over 2472939.78 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06451, over 17805.13 utterances.], batch size: 212, lr: 3.97e-04
2022-08-25 13:36:03,669 INFO [train.py:927] (3/8) Epoch 9, batch 11600, giga_loss[loss=0.2316, simple_loss=0.3215, pruned_loss=0.07083, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02918, over 42.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2902, pruned_loss=0.06491, over 2472022.48 frames. utt_duration=570 frames, utt_pad_proportion=0.06964, over 17392.28 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2939, pruned_loss=0.05884, over 2459114.45 frames. utt_duration=1284 frames, utt_pad_proportion=0.04969, over 7672.19 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2895, pruned_loss=0.06531, over 2472477.81 frames. utt_duration=539.1 frames, utt_pad_proportion=0.0708, over 18397.01 utterances.], batch size: 42, lr: 3.97e-04
2022-08-25 13:37:47,186 INFO [train.py:927] (3/8) Epoch 9, batch 11650, giga_loss[loss=0.2299, simple_loss=0.3112, pruned_loss=0.07431, over 12347.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03296, over 51.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2956, pruned_loss=0.06644, over 2472481.25 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06422, over 17121.13 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.05859, over 2459188.91 frames. utt_duration=1289 frames, utt_pad_proportion=0.0491, over 7639.96 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2953, pruned_loss=0.06709, over 2473011.24 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06575, over 18115.33 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 13:39:29,665 INFO [train.py:927] (3/8) Epoch 9, batch 11700, giga_loss[loss=0.1976, simple_loss=0.2927, pruned_loss=0.0512, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2998, pruned_loss=0.06803, over 2471514.45 frames. utt_duration=539.9 frames, utt_pad_proportion=0.07157, over 18361.47 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05865, over 2459529.80 frames. utt_duration=1292 frames, utt_pad_proportion=0.04835, over 7623.29 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2996, pruned_loss=0.06866, over 2471852.67 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07273, over 19337.13 utterances.], batch size: 113, lr: 3.97e-04
2022-08-25 13:41:12,317 INFO [train.py:927] (3/8) Epoch 9, batch 11750, giga_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.05185, over 12361.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03204, over 51.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2995, pruned_loss=0.06636, over 2471460.37 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06888, over 18034.33 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2947, pruned_loss=0.0589, over 2459522.08 frames. utt_duration=1288 frames, utt_pad_proportion=0.04827, over 7648.67 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2985, pruned_loss=0.06683, over 2471996.87 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07014, over 19015.70 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 13:42:56,956 INFO [train.py:927] (3/8) Epoch 9, batch 11800, giga_loss[loss=0.2564, simple_loss=0.334, pruned_loss=0.08942, over 12413.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06679, over 2471724.76 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06619, over 18266.40 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05886, over 2459879.51 frames. utt_duration=1291 frames, utt_pad_proportion=0.04781, over 7633.02 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3003, pruned_loss=0.06729, over 2472006.26 frames. utt_duration=517 frames, utt_pad_proportion=0.06754, over 19181.34 utterances.], batch size: 183, lr: 3.97e-04
2022-08-25 13:44:42,215 INFO [train.py:927] (3/8) Epoch 9, batch 11850, giga_loss[loss=0.2178, simple_loss=0.3002, pruned_loss=0.06772, over 12349.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3025, pruned_loss=0.06783, over 2471644.02 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06836, over 18320.82 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05881, over 2459846.64 frames. utt_duration=1293 frames, utt_pad_proportion=0.04693, over 7621.23 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3023, pruned_loss=0.06847, over 2472166.82 frames. utt_duration=513.9 frames, utt_pad_proportion=0.0698, over 19297.06 utterances.], batch size: 85, lr: 3.97e-04
2022-08-25 13:46:26,670 INFO [train.py:927] (3/8) Epoch 9, batch 11900, giga_loss[loss=0.2602, simple_loss=0.3358, pruned_loss=0.09233, over 12381.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03477, over 122.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3031, pruned_loss=0.06879, over 2472038.90 frames. utt_duration=557.7 frames, utt_pad_proportion=0.0689, over 17777.55 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05854, over 2460415.25 frames. utt_duration=1298 frames, utt_pad_proportion=0.04569, over 7590.01 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3037, pruned_loss=0.06988, over 2472388.22 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07082, over 18970.24 utterances.], batch size: 122, lr: 3.97e-04
2022-08-25 13:48:10,181 INFO [train.py:927] (3/8) Epoch 9, batch 11950, giga_loss[loss=0.2437, simple_loss=0.3298, pruned_loss=0.07884, over 12392.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.0264, over 66.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3046, pruned_loss=0.06974, over 2472470.33 frames. utt_duration=550.3 frames, utt_pad_proportion=0.07066, over 18020.33 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05885, over 2460956.53 frames. utt_duration=1289 frames, utt_pad_proportion=0.0483, over 7647.26 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.305, pruned_loss=0.07073, over 2472686.90 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07152, over 19302.91 utterances.], batch size: 66, lr: 3.97e-04
2022-08-25 13:49:56,642 INFO [train.py:927] (3/8) Epoch 9, batch 12000, giga_loss[loss=0.2461, simple_loss=0.3287, pruned_loss=0.08174, over 12389.00 frames. utt_duration=478 frames, utt_pad_proportion=0.0305, over 104.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3054, pruned_loss=0.06985, over 2471139.60 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06815, over 16992.93 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2938, pruned_loss=0.05871, over 2460923.61 frames. utt_duration=1295 frames, utt_pad_proportion=0.04729, over 7607.34 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3065, pruned_loss=0.07107, over 2471644.86 frames. utt_duration=541.2 frames, utt_pad_proportion=0.0696, over 18319.29 utterances.], batch size: 104, lr: 3.97e-04
2022-08-25 13:49:56,643 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 13:50:11,626 INFO [train.py:967] (3/8) 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 13:51:55,249 INFO [train.py:927] (3/8) Epoch 9, batch 12050, libri_loss[loss=0.161, simple_loss=0.2555, pruned_loss=0.03322, over 12238.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03534, over 27.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3054, pruned_loss=0.06979, over 2471891.57 frames. utt_duration=599.3 frames, utt_pad_proportion=0.0631, over 16540.47 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05861, over 2461025.85 frames. utt_duration=1296 frames, utt_pad_proportion=0.04695, over 7602.21 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3064, pruned_loss=0.07101, over 2472345.80 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06482, over 17719.47 utterances.], batch size: 27, lr: 3.97e-04
2022-08-25 13:53:37,418 INFO [train.py:927] (3/8) Epoch 9, batch 12100, libri_loss[loss=0.2123, simple_loss=0.2981, pruned_loss=0.06328, over 12443.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009779, over 39.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3043, pruned_loss=0.06986, over 2471351.81 frames. utt_duration=614.3 frames, utt_pad_proportion=0.0621, over 16130.42 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2941, pruned_loss=0.05872, over 2461542.76 frames. utt_duration=1298 frames, utt_pad_proportion=0.0457, over 7592.33 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3053, pruned_loss=0.07112, over 2471545.41 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06426, over 17367.98 utterances.], batch size: 39, lr: 3.97e-04
2022-08-25 13:55:20,336 INFO [train.py:927] (3/8) Epoch 9, batch 12150, giga_loss[loss=0.2095, simple_loss=0.2977, pruned_loss=0.06066, over 12370.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3037, pruned_loss=0.06966, over 2471341.78 frames. utt_duration=643.3 frames, utt_pad_proportion=0.05724, over 15403.55 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05882, over 2461803.97 frames. utt_duration=1298 frames, utt_pad_proportion=0.04506, over 7597.37 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3046, pruned_loss=0.07086, over 2471533.41 frames. utt_duration=596.8 frames, utt_pad_proportion=0.05983, over 16607.72 utterances.], batch size: 97, lr: 3.97e-04
2022-08-25 13:57:04,547 INFO [train.py:927] (3/8) Epoch 9, batch 12200, giga_loss[loss=0.2345, simple_loss=0.3186, pruned_loss=0.07521, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03186, over 80.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3045, pruned_loss=0.06993, over 2471968.82 frames. utt_duration=635.5 frames, utt_pad_proportion=0.05798, over 15596.21 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2943, pruned_loss=0.05894, over 2462229.91 frames. utt_duration=1295 frames, utt_pad_proportion=0.04539, over 7616.52 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3053, pruned_loss=0.07098, over 2471914.51 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05993, over 16677.83 utterances.], batch size: 80, lr: 3.97e-04
2022-08-25 13:58:48,478 INFO [train.py:927] (3/8) Epoch 9, batch 12250, libri_loss[loss=0.2277, simple_loss=0.3395, pruned_loss=0.05793, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007892, over 37.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3034, pruned_loss=0.06934, over 2471451.53 frames. utt_duration=632.2 frames, utt_pad_proportion=0.06064, over 15674.95 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2945, pruned_loss=0.05883, over 2461913.22 frames. utt_duration=1297 frames, utt_pad_proportion=0.04472, over 7601.32 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3041, pruned_loss=0.07046, over 2471848.92 frames. utt_duration=594 frames, utt_pad_proportion=0.06242, over 16688.47 utterances.], batch size: 37, lr: 3.97e-04
2022-08-25 14:00:30,394 INFO [train.py:927] (3/8) Epoch 9, batch 12300, libri_loss[loss=0.1734, simple_loss=0.2587, pruned_loss=0.04405, over 12216.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03281, over 27.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3012, pruned_loss=0.06804, over 2471426.16 frames. utt_duration=628.1 frames, utt_pad_proportion=0.06602, over 15776.54 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05853, over 2462004.78 frames. utt_duration=1306 frames, utt_pad_proportion=0.04342, over 7551.38 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3027, pruned_loss=0.06973, over 2472171.72 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06799, over 17057.11 utterances.], batch size: 27, lr: 3.97e-04
2022-08-25 14:02:13,544 INFO [train.py:927] (3/8) Epoch 9, batch 12350, giga_loss[loss=0.1942, simple_loss=0.2787, pruned_loss=0.05487, over 12359.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02868, over 48.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2996, pruned_loss=0.06772, over 2471552.37 frames. utt_duration=619 frames, utt_pad_proportion=0.06439, over 16010.07 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2939, pruned_loss=0.05871, over 2461999.69 frames. utt_duration=1309 frames, utt_pad_proportion=0.04259, over 7534.80 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.301, pruned_loss=0.06911, over 2472350.30 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06659, over 17229.89 utterances.], batch size: 48, lr: 3.97e-04
2022-08-25 14:03:55,891 INFO [train.py:927] (3/8) Epoch 9, batch 12400, giga_loss[loss=0.2367, simple_loss=0.3157, pruned_loss=0.07882, over 12436.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2974, pruned_loss=0.06716, over 2470814.33 frames. utt_duration=647.5 frames, utt_pad_proportion=0.06212, over 15298.31 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2939, pruned_loss=0.05885, over 2462022.47 frames. utt_duration=1312 frames, utt_pad_proportion=0.04166, over 7514.12 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2986, pruned_loss=0.0684, over 2471670.46 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06475, over 16511.74 utterances.], batch size: 162, lr: 3.97e-04
2022-08-25 14:05:40,311 INFO [train.py:927] (3/8) Epoch 9, batch 12450, giga_loss[loss=0.1724, simple_loss=0.2547, pruned_loss=0.04504, over 12371.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03108, over 51.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2953, pruned_loss=0.06639, over 2470716.85 frames. utt_duration=637.9 frames, utt_pad_proportion=0.06232, over 15528.12 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2947, pruned_loss=0.05955, over 2461969.01 frames. utt_duration=1295 frames, utt_pad_proportion=0.04629, over 7611.29 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2956, pruned_loss=0.06697, over 2471717.29 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06285, over 16636.49 utterances.], batch size: 51, lr: 3.96e-04
2022-08-25 14:07:24,592 INFO [train.py:927] (3/8) Epoch 9, batch 12500, giga_loss[loss=0.2191, simple_loss=0.2978, pruned_loss=0.07015, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06304, over 183.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2943, pruned_loss=0.06645, over 2471032.53 frames. utt_duration=611.9 frames, utt_pad_proportion=0.06142, over 16192.43 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2953, pruned_loss=0.06018, over 2462179.70 frames. utt_duration=1298 frames, utt_pad_proportion=0.04559, over 7599.20 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.294, pruned_loss=0.06643, over 2471792.41 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06226, over 17233.15 utterances.], batch size: 183, lr: 3.96e-04
2022-08-25 14:09:06,668 INFO [train.py:927] (3/8) Epoch 9, batch 12550, giga_loss[loss=0.221, simple_loss=0.3087, pruned_loss=0.06665, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2948, pruned_loss=0.0661, over 2471333.61 frames. utt_duration=588.9 frames, utt_pad_proportion=0.06273, over 16829.75 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2953, pruned_loss=0.06016, over 2462406.85 frames. utt_duration=1301 frames, utt_pad_proportion=0.04494, over 7581.30 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2945, pruned_loss=0.06622, over 2471896.08 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06369, over 17849.71 utterances.], batch size: 146, lr: 3.96e-04
2022-08-25 14:10:49,327 INFO [train.py:927] (3/8) Epoch 9, batch 12600, giga_loss[loss=0.2304, simple_loss=0.318, pruned_loss=0.07138, over 12390.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04835, over 161.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2968, pruned_loss=0.0665, over 2471906.44 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06357, over 17404.84 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2959, pruned_loss=0.06023, over 2462440.19 frames. utt_duration=1303 frames, utt_pad_proportion=0.04427, over 7570.79 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.296, pruned_loss=0.06665, over 2472467.36 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06462, over 18397.25 utterances.], batch size: 161, lr: 3.96e-04
2022-08-25 14:12:30,933 INFO [train.py:927] (3/8) Epoch 9, batch 12650, giga_loss[loss=0.1958, simple_loss=0.2859, pruned_loss=0.05286, over 12394.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2966, pruned_loss=0.06559, over 2472554.52 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06546, over 18066.70 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2959, pruned_loss=0.06039, over 2462717.60 frames. utt_duration=1303 frames, utt_pad_proportion=0.04384, over 7570.45 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.296, pruned_loss=0.06576, over 2473100.49 frames. utt_duration=516 frames, utt_pad_proportion=0.0665, over 19226.10 utterances.], batch size: 70, lr: 3.96e-04
2022-08-25 14:14:14,888 INFO [train.py:927] (3/8) Epoch 9, batch 12700, giga_loss[loss=0.2006, simple_loss=0.2835, pruned_loss=0.0589, over 12343.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2957, pruned_loss=0.06525, over 2472269.42 frames. utt_duration=559.3 frames, utt_pad_proportion=0.0654, over 17728.64 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2962, pruned_loss=0.06084, over 2463058.75 frames. utt_duration=1292 frames, utt_pad_proportion=0.04738, over 7634.49 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.295, pruned_loss=0.06515, over 2472683.72 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06542, over 18932.75 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:15:58,967 INFO [train.py:927] (3/8) Epoch 9, batch 12750, giga_loss[loss=0.2061, simple_loss=0.2907, pruned_loss=0.06078, over 12458.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03223, over 105.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2967, pruned_loss=0.06542, over 2472445.05 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06074, over 17441.92 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2964, pruned_loss=0.06103, over 2463062.46 frames. utt_duration=1292 frames, utt_pad_proportion=0.04718, over 7632.32 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.296, pruned_loss=0.0652, over 2472804.13 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06109, over 18425.61 utterances.], batch size: 105, lr: 3.96e-04
2022-08-25 14:17:39,484 INFO [train.py:927] (3/8) Epoch 9, batch 12800, giga_loss[loss=0.2162, simple_loss=0.3111, pruned_loss=0.06066, over 12352.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2982, pruned_loss=0.06598, over 2472796.56 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05817, over 17001.64 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2965, pruned_loss=0.06135, over 2463083.04 frames. utt_duration=1284 frames, utt_pad_proportion=0.05017, over 7681.45 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2976, pruned_loss=0.06569, over 2473386.33 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05767, over 18065.05 utterances.], batch size: 70, lr: 3.96e-04
2022-08-25 14:19:21,373 INFO [train.py:927] (3/8) Epoch 9, batch 12850, giga_loss[loss=0.221, simple_loss=0.3101, pruned_loss=0.06597, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02725, over 91.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2984, pruned_loss=0.06579, over 2472801.52 frames. utt_duration=606 frames, utt_pad_proportion=0.05394, over 16363.42 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2964, pruned_loss=0.06138, over 2462951.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.0491, over 7655.39 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.298, pruned_loss=0.06565, over 2473648.94 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05425, over 17478.04 utterances.], batch size: 91, lr: 3.96e-04
2022-08-25 14:21:04,582 INFO [train.py:927] (3/8) Epoch 9, batch 12900, libri_loss[loss=0.2683, simple_loss=0.3419, pruned_loss=0.0974, over 12427.00 frames. utt_duration=766.2 frames, utt_pad_proportion=0.1303, over 65.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3, pruned_loss=0.06671, over 2473045.56 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05305, over 16825.77 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.297, pruned_loss=0.06181, over 2463090.41 frames. utt_duration=1281 frames, utt_pad_proportion=0.04981, over 7702.43 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2992, pruned_loss=0.06628, over 2473710.32 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05307, over 17784.46 utterances.], batch size: 65, lr: 3.96e-04
2022-08-25 14:22:45,769 INFO [train.py:927] (3/8) Epoch 9, batch 12950, giga_loss[loss=0.1747, simple_loss=0.251, pruned_loss=0.04922, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03303, over 37.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2979, pruned_loss=0.06594, over 2473286.87 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05481, over 16880.90 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2973, pruned_loss=0.06184, over 2463012.57 frames. utt_duration=1283 frames, utt_pad_proportion=0.04927, over 7686.93 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2971, pruned_loss=0.06563, over 2474024.82 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05496, over 17775.83 utterances.], batch size: 37, lr: 3.96e-04
2022-08-25 14:24:32,926 INFO [train.py:927] (3/8) Epoch 9, batch 13000, giga_loss[loss=0.1853, simple_loss=0.2853, pruned_loss=0.04263, over 12361.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02883, over 66.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2969, pruned_loss=0.06524, over 2474078.37 frames. utt_duration=565.3 frames, utt_pad_proportion=0.0604, over 17553.70 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2975, pruned_loss=0.06226, over 2463260.83 frames. utt_duration=1272 frames, utt_pad_proportion=0.05309, over 7758.27 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.06468, over 2474657.78 frames. utt_duration=539 frames, utt_pad_proportion=0.05881, over 18416.60 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:26:13,810 INFO [train.py:927] (3/8) Epoch 9, batch 13050, giga_loss[loss=0.2414, simple_loss=0.3336, pruned_loss=0.07457, over 12426.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03475, over 123.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.298, pruned_loss=0.06542, over 2474727.62 frames. utt_duration=557.8 frames, utt_pad_proportion=0.0594, over 17795.29 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2976, pruned_loss=0.0625, over 2463066.84 frames. utt_duration=1275 frames, utt_pad_proportion=0.05227, over 7739.25 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2972, pruned_loss=0.06484, over 2475534.24 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05853, over 18661.91 utterances.], batch size: 123, lr: 3.96e-04
2022-08-25 14:27:54,027 INFO [train.py:927] (3/8) Epoch 9, batch 13100, giga_loss[loss=0.1939, simple_loss=0.2827, pruned_loss=0.05261, over 12429.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04209, over 146.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2966, pruned_loss=0.06574, over 2474358.47 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06034, over 17806.32 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2974, pruned_loss=0.06274, over 2463522.07 frames. utt_duration=1279 frames, utt_pad_proportion=0.05091, over 7710.67 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.296, pruned_loss=0.06515, over 2474966.34 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06025, over 18849.40 utterances.], batch size: 146, lr: 3.96e-04
2022-08-25 14:29:33,450 INFO [train.py:927] (3/8) Epoch 9, batch 13150, giga_loss[loss=0.2182, simple_loss=0.2986, pruned_loss=0.06889, over 12390.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02942, over 97.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2956, pruned_loss=0.06657, over 2474237.69 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06345, over 18154.06 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2975, pruned_loss=0.06329, over 2463568.61 frames. utt_duration=1280 frames, utt_pad_proportion=0.05007, over 7707.84 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2951, pruned_loss=0.06578, over 2475154.59 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06369, over 19451.96 utterances.], batch size: 97, lr: 3.96e-04
2022-08-25 14:31:14,002 INFO [train.py:927] (3/8) Epoch 9, batch 13200, giga_loss[loss=0.2068, simple_loss=0.2838, pruned_loss=0.06491, over 12363.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2932, pruned_loss=0.06571, over 2474296.89 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05884, over 17747.56 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2974, pruned_loss=0.06349, over 2464013.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05021, over 7714.37 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2929, pruned_loss=0.06495, over 2474810.39 frames. utt_duration=523.6 frames, utt_pad_proportion=0.05936, over 18961.08 utterances.], batch size: 97, lr: 3.96e-04
2022-08-25 14:32:54,999 INFO [train.py:927] (3/8) Epoch 9, batch 13250, giga_loss[loss=0.1837, simple_loss=0.2567, pruned_loss=0.05536, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0353, over 37.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2894, pruned_loss=0.06366, over 2474554.93 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05538, over 17543.43 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2976, pruned_loss=0.06356, over 2464007.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.04961, over 7708.67 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.289, pruned_loss=0.06302, over 2475104.31 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05625, over 18637.68 utterances.], batch size: 37, lr: 3.96e-04
2022-08-25 14:34:36,655 INFO [train.py:927] (3/8) Epoch 9, batch 13300, giga_loss[loss=0.1886, simple_loss=0.2826, pruned_loss=0.04731, over 12329.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.033, over 26.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2891, pruned_loss=0.06348, over 2474408.69 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05661, over 17098.53 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2982, pruned_loss=0.0642, over 2464152.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05398, over 7802.93 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06235, over 2475206.41 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05566, over 18349.85 utterances.], batch size: 26, lr: 3.96e-04
2022-08-25 14:36:15,884 INFO [train.py:927] (3/8) Epoch 9, batch 13350, giga_loss[loss=0.2098, simple_loss=0.2928, pruned_loss=0.06342, over 12391.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04314, over 31.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2918, pruned_loss=0.06468, over 2474451.00 frames. utt_duration=567 frames, utt_pad_proportion=0.06182, over 17501.42 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2987, pruned_loss=0.06481, over 2464456.27 frames. utt_duration=1243 frames, utt_pad_proportion=0.06065, over 7938.82 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.29, pruned_loss=0.06323, over 2475132.57 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05833, over 18694.03 utterances.], batch size: 31, lr: 3.96e-04
2022-08-25 14:37:57,474 INFO [train.py:927] (3/8) Epoch 9, batch 13400, giga_loss[loss=0.2233, simple_loss=0.3128, pruned_loss=0.06687, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04271, over 146.00 utterances.], tot_loss[loss=0.212, simple_loss=0.294, pruned_loss=0.06496, over 2474302.42 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05919, over 16974.68 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.299, pruned_loss=0.06506, over 2464636.42 frames. utt_duration=1231 frames, utt_pad_proportion=0.06454, over 8015.30 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2922, pruned_loss=0.06359, over 2474914.35 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05499, over 18065.32 utterances.], batch size: 146, lr: 3.96e-04
2022-08-25 14:39:41,855 INFO [train.py:927] (3/8) Epoch 9, batch 13450, giga_loss[loss=0.2401, simple_loss=0.311, pruned_loss=0.08462, over 12450.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03083, over 55.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.297, pruned_loss=0.06704, over 2474439.84 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05574, over 16365.52 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2995, pruned_loss=0.06583, over 2465297.06 frames. utt_duration=1233 frames, utt_pad_proportion=0.06344, over 8005.28 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.295, pruned_loss=0.06522, over 2474569.59 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05284, over 17493.95 utterances.], batch size: 55, lr: 3.96e-04
2022-08-25 14:41:30,666 INFO [train.py:927] (3/8) Epoch 9, batch 13500, giga_loss[loss=0.2673, simple_loss=0.3428, pruned_loss=0.09595, over 12368.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06582, over 183.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3027, pruned_loss=0.07104, over 2474139.28 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05898, over 17264.21 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2992, pruned_loss=0.06585, over 2465468.87 frames. utt_duration=1238 frames, utt_pad_proportion=0.0629, over 7977.30 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3014, pruned_loss=0.06964, over 2474212.33 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05683, over 18303.05 utterances.], batch size: 183, lr: 3.96e-04
2022-08-25 14:43:13,960 INFO [train.py:927] (3/8) Epoch 9, batch 13550, giga_loss[loss=0.2978, simple_loss=0.3601, pruned_loss=0.1178, over 12398.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03137, over 122.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3097, pruned_loss=0.07604, over 2473935.75 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05655, over 17640.79 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2993, pruned_loss=0.06608, over 2465437.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.06095, over 7935.29 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3088, pruned_loss=0.07497, over 2474370.31 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05564, over 18900.53 utterances.], batch size: 122, lr: 3.96e-04
2022-08-25 14:44:58,568 INFO [train.py:927] (3/8) Epoch 9, batch 13600, giga_loss[loss=0.2504, simple_loss=0.3312, pruned_loss=0.08479, over 12440.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3161, pruned_loss=0.08058, over 2474256.65 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05882, over 17935.77 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2991, pruned_loss=0.06603, over 2465587.28 frames. utt_duration=1249 frames, utt_pad_proportion=0.06017, over 7904.80 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3158, pruned_loss=0.08001, over 2474641.69 frames. utt_duration=518.7 frames, utt_pad_proportion=0.05823, over 19139.45 utterances.], batch size: 75, lr: 3.95e-04
2022-08-25 14:46:43,267 INFO [train.py:927] (3/8) Epoch 9, batch 13650, libri_loss[loss=0.2463, simple_loss=0.3176, pruned_loss=0.08752, over 12385.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02555, over 43.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3199, pruned_loss=0.08429, over 2475240.25 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07239, over 19495.18 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2991, pruned_loss=0.06619, over 2465915.12 frames. utt_duration=1250 frames, utt_pad_proportion=0.05926, over 7902.74 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.32, pruned_loss=0.08399, over 2475422.97 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07166, over 20657.04 utterances.], batch size: 43, lr: 3.95e-04
2022-08-25 14:48:33,270 INFO [train.py:927] (3/8) Epoch 9, batch 13700, giga_loss[loss=0.254, simple_loss=0.3339, pruned_loss=0.08705, over 12452.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3265, pruned_loss=0.09024, over 2475676.84 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07746, over 20448.60 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2992, pruned_loss=0.06633, over 2465851.58 frames. utt_duration=1252 frames, utt_pad_proportion=0.05883, over 7887.76 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3267, pruned_loss=0.09005, over 2475946.23 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07686, over 21473.89 utterances.], batch size: 75, lr: 3.95e-04
2022-08-25 14:50:22,706 INFO [train.py:927] (3/8) Epoch 9, batch 13750, giga_loss[loss=0.3146, simple_loss=0.3679, pruned_loss=0.1307, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07421, over 212.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3293, pruned_loss=0.09324, over 2474997.41 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07965, over 20979.39 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2991, pruned_loss=0.06642, over 2465438.31 frames. utt_duration=1255 frames, utt_pad_proportion=0.05812, over 7864.62 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3303, pruned_loss=0.09369, over 2475871.61 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07951, over 22169.59 utterances.], batch size: 212, lr: 3.95e-04
2022-08-25 14:52:09,142 INFO [train.py:927] (3/8) Epoch 9, batch 13800, giga_loss[loss=0.2465, simple_loss=0.325, pruned_loss=0.08403, over 12434.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.0324, over 55.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.33, pruned_loss=0.09421, over 2474880.00 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07739, over 21484.80 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2991, pruned_loss=0.06682, over 2465402.74 frames. utt_duration=1256 frames, utt_pad_proportion=0.05791, over 7861.00 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3314, pruned_loss=0.09478, over 2475811.68 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07762, over 22721.20 utterances.], batch size: 55, lr: 3.95e-04
2022-08-25 14:53:57,047 INFO [train.py:927] (3/8) Epoch 9, batch 13850, giga_loss[loss=0.2979, simple_loss=0.3562, pruned_loss=0.1198, over 12412.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3327, pruned_loss=0.09548, over 2474783.05 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07967, over 22598.87 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2994, pruned_loss=0.0669, over 2465314.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05747, over 7849.42 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3338, pruned_loss=0.09612, over 2475678.74 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07995, over 23712.98 utterances.], batch size: 212, lr: 3.95e-04
2022-08-25 14:55:44,802 INFO [train.py:927] (3/8) Epoch 9, batch 13900, giga_loss[loss=0.3712, simple_loss=0.4021, pruned_loss=0.1702, over 12366.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1839, over 360.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3323, pruned_loss=0.09379, over 2474933.93 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07876, over 22813.65 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3001, pruned_loss=0.06701, over 2465315.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.05648, over 7808.63 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3333, pruned_loss=0.09484, over 2475872.23 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07943, over 24080.69 utterances.], batch size: 360, lr: 3.95e-04
2022-08-25 14:57:32,250 INFO [train.py:927] (3/8) Epoch 9, batch 13950, giga_loss[loss=0.2131, simple_loss=0.2926, pruned_loss=0.06683, over 12205.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03296, over 39.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3299, pruned_loss=0.09101, over 2474352.35 frames. utt_duration=445 frames, utt_pad_proportion=0.07522, over 22313.36 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3004, pruned_loss=0.06731, over 2465361.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05578, over 7799.46 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3311, pruned_loss=0.09212, over 2475265.31 frames. utt_duration=419.9 frames, utt_pad_proportion=0.07628, over 23662.07 utterances.], batch size: 39, lr: 3.95e-04
2022-08-25 14:59:17,198 INFO [train.py:927] (3/8) Epoch 9, batch 14000, giga_loss[loss=0.3009, simple_loss=0.3591, pruned_loss=0.1214, over 12409.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.0506, over 162.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3268, pruned_loss=0.08884, over 2474239.98 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07642, over 21529.09 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.301, pruned_loss=0.06791, over 2465443.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.06321, over 7945.47 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3279, pruned_loss=0.08969, over 2475115.97 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07513, over 22795.51 utterances.], batch size: 162, lr: 3.95e-04
2022-08-25 15:01:04,287 INFO [train.py:927] (3/8) Epoch 9, batch 14050, giga_loss[loss=0.2807, simple_loss=0.3302, pruned_loss=0.1156, over 12362.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1972, over 366.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3254, pruned_loss=0.0881, over 2474781.94 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07876, over 21701.53 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3015, pruned_loss=0.06845, over 2465775.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.06556, over 7995.98 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3265, pruned_loss=0.08877, over 2475360.39 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07708, over 22970.74 utterances.], batch size: 366, lr: 3.95e-04
2022-08-25 15:02:57,834 INFO [train.py:927] (3/8) Epoch 9, batch 14100, giga_loss[loss=0.2129, simple_loss=0.2976, pruned_loss=0.06409, over 12291.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03753, over 51.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3243, pruned_loss=0.08564, over 2474287.13 frames. utt_duration=480 frames, utt_pad_proportion=0.07387, over 20681.47 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3015, pruned_loss=0.06863, over 2465864.09 frames. utt_duration=1239 frames, utt_pad_proportion=0.06428, over 7972.28 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3256, pruned_loss=0.08642, over 2474874.58 frames. utt_duration=451 frames, utt_pad_proportion=0.07323, over 22021.47 utterances.], batch size: 51, lr: 3.95e-04
2022-08-25 15:04:44,029 INFO [train.py:927] (3/8) Epoch 9, batch 14150, giga_loss[loss=0.2512, simple_loss=0.3372, pruned_loss=0.08259, over 12384.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.325, pruned_loss=0.08423, over 2475096.73 frames. utt_duration=487.9 frames, utt_pad_proportion=0.069, over 20351.45 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3017, pruned_loss=0.06876, over 2465921.77 frames. utt_duration=1238 frames, utt_pad_proportion=0.06407, over 7975.42 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3259, pruned_loss=0.0848, over 2475543.83 frames. utt_duration=463 frames, utt_pad_proportion=0.06882, over 21453.14 utterances.], batch size: 113, lr: 3.95e-04
2022-08-25 15:06:31,036 INFO [train.py:927] (3/8) Epoch 9, batch 14200, giga_loss[loss=0.2383, simple_loss=0.3133, pruned_loss=0.08164, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03037, over 80.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3232, pruned_loss=0.0839, over 2474547.25 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07534, over 20280.86 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3015, pruned_loss=0.06881, over 2465914.28 frames. utt_duration=1232 frames, utt_pad_proportion=0.0664, over 8017.65 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3249, pruned_loss=0.08477, over 2475170.88 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07425, over 21522.08 utterances.], batch size: 80, lr: 3.95e-04
2022-08-25 15:08:17,685 INFO [train.py:927] (3/8) Epoch 9, batch 14250, giga_loss[loss=0.252, simple_loss=0.3273, pruned_loss=0.08837, over 12455.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0345, over 98.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3206, pruned_loss=0.08347, over 2474299.02 frames. utt_duration=503.4 frames, utt_pad_proportion=0.07802, over 19718.48 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3017, pruned_loss=0.0691, over 2466060.84 frames. utt_duration=1223 frames, utt_pad_proportion=0.06923, over 8073.87 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3222, pruned_loss=0.08425, over 2474863.49 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07619, over 20923.29 utterances.], batch size: 98, lr: 3.95e-04
2022-08-25 15:10:07,692 INFO [train.py:927] (3/8) Epoch 9, batch 14300, giga_loss[loss=0.2151, simple_loss=0.3044, pruned_loss=0.06287, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03237, over 39.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3207, pruned_loss=0.08298, over 2474078.67 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07588, over 19853.59 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3018, pruned_loss=0.06911, over 2465845.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06825, over 8057.10 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3223, pruned_loss=0.0839, over 2474874.10 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07496, over 21078.75 utterances.], batch size: 39, lr: 3.95e-04
2022-08-25 15:11:55,573 INFO [train.py:927] (3/8) Epoch 9, batch 14350, giga_loss[loss=0.2777, simple_loss=0.344, pruned_loss=0.1057, over 12429.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0312, over 80.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3199, pruned_loss=0.08226, over 2474276.39 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07699, over 20262.11 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3018, pruned_loss=0.06917, over 2465748.94 frames. utt_duration=1228 frames, utt_pad_proportion=0.06708, over 8040.92 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3217, pruned_loss=0.08325, over 2475193.07 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07669, over 21536.89 utterances.], batch size: 80, lr: 3.95e-04
2022-08-25 15:13:43,135 INFO [train.py:927] (3/8) Epoch 9, batch 14400, giga_loss[loss=0.2333, simple_loss=0.3163, pruned_loss=0.07513, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04074, over 133.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3187, pruned_loss=0.08236, over 2474295.53 frames. utt_duration=496 frames, utt_pad_proportion=0.07179, over 20013.64 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3013, pruned_loss=0.06918, over 2465297.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.06599, over 8000.27 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3209, pruned_loss=0.08344, over 2475666.59 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07225, over 21346.54 utterances.], batch size: 133, lr: 3.95e-04
2022-08-25 15:15:30,781 INFO [train.py:927] (3/8) Epoch 9, batch 14450, giga_loss[loss=0.272, simple_loss=0.3381, pruned_loss=0.1029, over 12415.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03752, over 105.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3184, pruned_loss=0.08288, over 2474528.00 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06882, over 19699.53 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3021, pruned_loss=0.06994, over 2465518.48 frames. utt_duration=1221 frames, utt_pad_proportion=0.0687, over 8089.07 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.32, pruned_loss=0.08346, over 2475701.30 frames. utt_duration=472 frames, utt_pad_proportion=0.06842, over 21042.90 utterances.], batch size: 105, lr: 3.95e-04
2022-08-25 15:17:16,045 INFO [train.py:927] (3/8) Epoch 9, batch 14500, giga_loss[loss=0.2836, simple_loss=0.3455, pruned_loss=0.1109, over 12404.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07296, over 212.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3168, pruned_loss=0.0824, over 2474180.00 frames. utt_duration=508 frames, utt_pad_proportion=0.06985, over 19535.99 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3023, pruned_loss=0.07023, over 2465428.11 frames. utt_duration=1215 frames, utt_pad_proportion=0.07126, over 8126.03 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3185, pruned_loss=0.08305, over 2475524.99 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06863, over 20994.13 utterances.], batch size: 212, lr: 3.95e-04
2022-08-25 15:19:02,038 INFO [train.py:927] (3/8) Epoch 9, batch 14550, giga_loss[loss=0.2498, simple_loss=0.3169, pruned_loss=0.09133, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.0289, over 55.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.316, pruned_loss=0.08177, over 2473696.67 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06739, over 19187.93 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3021, pruned_loss=0.07033, over 2465305.58 frames. utt_duration=1212 frames, utt_pad_proportion=0.07094, over 8149.07 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3179, pruned_loss=0.08256, over 2475177.91 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06661, over 20691.96 utterances.], batch size: 55, lr: 3.95e-04
2022-08-25 15:20:48,106 INFO [train.py:927] (3/8) Epoch 9, batch 14600, libri_loss[loss=0.1921, simple_loss=0.2698, pruned_loss=0.05725, over 12460.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00556, over 32.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3156, pruned_loss=0.0811, over 2473694.96 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07231, over 19634.10 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3016, pruned_loss=0.0701, over 2465526.71 frames. utt_duration=1218 frames, utt_pad_proportion=0.06966, over 8108.69 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3179, pruned_loss=0.08224, over 2474867.71 frames. utt_duration=469.5 frames, utt_pad_proportion=0.0719, over 21149.35 utterances.], batch size: 32, lr: 3.95e-04
2022-08-25 15:22:34,706 INFO [train.py:927] (3/8) Epoch 9, batch 14650, giga_loss[loss=0.2285, simple_loss=0.3094, pruned_loss=0.07377, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3157, pruned_loss=0.0808, over 2473310.21 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07289, over 19715.56 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.302, pruned_loss=0.07037, over 2465372.74 frames. utt_duration=1218 frames, utt_pad_proportion=0.06858, over 8103.13 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3175, pruned_loss=0.0817, over 2474560.58 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07296, over 21183.14 utterances.], batch size: 55, lr: 3.95e-04
2022-08-25 15:24:19,992 INFO [train.py:927] (3/8) Epoch 9, batch 14700, giga_loss[loss=0.2191, simple_loss=0.2997, pruned_loss=0.06923, over 12306.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02949, over 74.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3163, pruned_loss=0.08183, over 2473471.39 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07152, over 19892.89 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3019, pruned_loss=0.07042, over 2465178.43 frames. utt_duration=1226 frames, utt_pad_proportion=0.06656, over 8050.02 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3184, pruned_loss=0.08293, over 2474959.45 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07243, over 21572.29 utterances.], batch size: 74, lr: 3.95e-04
2022-08-25 15:26:05,702 INFO [train.py:927] (3/8) Epoch 9, batch 14750, libri_loss[loss=0.2533, simple_loss=0.3136, pruned_loss=0.09652, over 12170.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006766, over 33.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3181, pruned_loss=0.084, over 2474162.35 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07166, over 20687.15 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3019, pruned_loss=0.07064, over 2465146.52 frames. utt_duration=1230 frames, utt_pad_proportion=0.06556, over 8024.19 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.32, pruned_loss=0.08488, over 2475553.34 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07268, over 22260.57 utterances.], batch size: 33, lr: 3.94e-04
2022-08-25 15:27:53,461 INFO [train.py:927] (3/8) Epoch 9, batch 14800, giga_loss[loss=0.2061, simple_loss=0.2952, pruned_loss=0.05848, over 12415.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.02756, over 58.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.319, pruned_loss=0.08458, over 2474641.42 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07443, over 21069.99 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3019, pruned_loss=0.0706, over 2465056.70 frames. utt_duration=1232 frames, utt_pad_proportion=0.06491, over 8014.81 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3208, pruned_loss=0.08551, over 2475970.45 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07533, over 22501.97 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 15:29:36,451 INFO [train.py:927] (3/8) Epoch 9, batch 14850, giga_loss[loss=0.2333, simple_loss=0.3073, pruned_loss=0.07968, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3173, pruned_loss=0.08271, over 2473959.34 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07388, over 20749.96 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3019, pruned_loss=0.07072, over 2464939.22 frames. utt_duration=1226 frames, utt_pad_proportion=0.06693, over 8052.66 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3193, pruned_loss=0.08389, over 2475540.07 frames. utt_duration=443 frames, utt_pad_proportion=0.07405, over 22428.17 utterances.], batch size: 91, lr: 3.94e-04
2022-08-25 15:31:22,945 INFO [train.py:927] (3/8) Epoch 9, batch 14900, giga_loss[loss=0.211, simple_loss=0.2924, pruned_loss=0.06481, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02822, over 45.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3145, pruned_loss=0.08142, over 2473826.95 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07338, over 20118.15 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3016, pruned_loss=0.07061, over 2465085.45 frames. utt_duration=1231 frames, utt_pad_proportion=0.06544, over 8016.56 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08277, over 2475215.14 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07411, over 21837.17 utterances.], batch size: 45, lr: 3.94e-04
2022-08-25 15:33:07,775 INFO [train.py:927] (3/8) Epoch 9, batch 14950, giga_loss[loss=0.256, simple_loss=0.3303, pruned_loss=0.09086, over 12179.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03441, over 39.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3146, pruned_loss=0.08139, over 2473744.97 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07252, over 19695.91 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3017, pruned_loss=0.07079, over 2464965.45 frames. utt_duration=1237 frames, utt_pad_proportion=0.06391, over 7980.48 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3168, pruned_loss=0.08265, over 2475272.91 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07385, over 21513.92 utterances.], batch size: 39, lr: 3.94e-04
2022-08-25 15:35:02,863 INFO [train.py:927] (3/8) Epoch 9, batch 15000, giga_loss[loss=0.2928, simple_loss=0.3527, pruned_loss=0.1164, over 12346.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1982, over 366.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3177, pruned_loss=0.08115, over 2473767.55 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07556, over 20012.84 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3017, pruned_loss=0.07102, over 2464816.29 frames. utt_duration=1229 frames, utt_pad_proportion=0.067, over 8034.47 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3199, pruned_loss=0.08224, over 2475345.87 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07555, over 21730.30 utterances.], batch size: 366, lr: 3.94e-04
2022-08-25 15:35:02,864 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 15:35:17,852 INFO [train.py:967] (3/8) 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 15:37:03,637 INFO [train.py:927] (3/8) Epoch 9, batch 15050, giga_loss[loss=0.2731, simple_loss=0.3292, pruned_loss=0.1084, over 12367.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1949, over 365.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3196, pruned_loss=0.08263, over 2473898.77 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0809, over 20646.08 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3015, pruned_loss=0.07108, over 2464957.13 frames. utt_duration=1231 frames, utt_pad_proportion=0.06652, over 8019.15 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3216, pruned_loss=0.08354, over 2475087.82 frames. utt_duration=449 frames, utt_pad_proportion=0.08072, over 22120.47 utterances.], batch size: 365, lr: 3.94e-04
2022-08-25 15:38:50,200 INFO [train.py:927] (3/8) Epoch 9, batch 15100, giga_loss[loss=0.3079, simple_loss=0.3576, pruned_loss=0.1291, over 12363.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09887, over 256.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3203, pruned_loss=0.08323, over 2474312.14 frames. utt_duration=490.6 frames, utt_pad_proportion=0.08158, over 20232.18 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3018, pruned_loss=0.07123, over 2465035.28 frames. utt_duration=1230 frames, utt_pad_proportion=0.06657, over 8026.77 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3219, pruned_loss=0.08399, over 2475319.60 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08146, over 21555.44 utterances.], batch size: 256, lr: 3.94e-04
2022-08-25 15:40:35,589 INFO [train.py:927] (3/8) Epoch 9, batch 15150, giga_loss[loss=0.1958, simple_loss=0.2716, pruned_loss=0.06001, over 12348.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04956, over 31.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3186, pruned_loss=0.08342, over 2474300.82 frames. utt_duration=491.6 frames, utt_pad_proportion=0.08111, over 20193.44 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3018, pruned_loss=0.07129, over 2465091.39 frames. utt_duration=1233 frames, utt_pad_proportion=0.06586, over 8005.48 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3202, pruned_loss=0.08413, over 2475178.07 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08133, over 21414.98 utterances.], batch size: 31, lr: 3.94e-04
2022-08-25 15:42:18,449 INFO [train.py:927] (3/8) Epoch 9, batch 15200, giga_loss[loss=0.3027, simple_loss=0.367, pruned_loss=0.1191, over 12372.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07527, over 212.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08338, over 2474355.14 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07926, over 19739.49 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3018, pruned_loss=0.07136, over 2465012.05 frames. utt_duration=1232 frames, utt_pad_proportion=0.06562, over 8010.41 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3193, pruned_loss=0.08409, over 2475280.27 frames. utt_duration=475 frames, utt_pad_proportion=0.07972, over 20910.51 utterances.], batch size: 212, lr: 3.94e-04
2022-08-25 15:44:05,591 INFO [train.py:927] (3/8) Epoch 9, batch 15250, libri_loss[loss=0.2444, simple_loss=0.3215, pruned_loss=0.08366, over 12378.00 frames. utt_duration=953.5 frames, utt_pad_proportion=0.07427, over 52.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3169, pruned_loss=0.08371, over 2474798.07 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07978, over 20210.82 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3015, pruned_loss=0.07136, over 2465286.55 frames. utt_duration=1236 frames, utt_pad_proportion=0.06448, over 7985.62 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3188, pruned_loss=0.08463, over 2475562.37 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08062, over 21518.12 utterances.], batch size: 52, lr: 3.94e-04
2022-08-25 15:45:52,095 INFO [train.py:927] (3/8) Epoch 9, batch 15300, libri_loss[loss=0.2233, simple_loss=0.301, pruned_loss=0.07279, over 12305.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007231, over 36.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3161, pruned_loss=0.08342, over 2474173.95 frames. utt_duration=488 frames, utt_pad_proportion=0.07993, over 20340.52 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3016, pruned_loss=0.07149, over 2465171.70 frames. utt_duration=1239 frames, utt_pad_proportion=0.06322, over 7967.21 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3178, pruned_loss=0.0843, over 2475086.63 frames. utt_duration=458 frames, utt_pad_proportion=0.08115, over 21684.49 utterances.], batch size: 36, lr: 3.94e-04
2022-08-25 15:47:38,721 INFO [train.py:927] (3/8) Epoch 9, batch 15350, giga_loss[loss=0.1969, simple_loss=0.2694, pruned_loss=0.06215, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.0365, over 37.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3187, pruned_loss=0.08493, over 2474585.50 frames. utt_duration=479.5 frames, utt_pad_proportion=0.08426, over 20705.70 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3016, pruned_loss=0.07165, over 2465208.22 frames. utt_duration=1229 frames, utt_pad_proportion=0.06649, over 8032.31 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3202, pruned_loss=0.08565, over 2475400.09 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08401, over 21872.86 utterances.], batch size: 37, lr: 3.94e-04
2022-08-25 15:49:25,977 INFO [train.py:927] (3/8) Epoch 9, batch 15400, giga_loss[loss=0.2493, simple_loss=0.3352, pruned_loss=0.08167, over 12384.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03601, over 80.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3189, pruned_loss=0.08367, over 2475177.66 frames. utt_duration=492.6 frames, utt_pad_proportion=0.08015, over 20159.00 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3019, pruned_loss=0.07191, over 2465588.06 frames. utt_duration=1219 frames, utt_pad_proportion=0.06984, over 8102.71 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3202, pruned_loss=0.08424, over 2475663.89 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07914, over 21231.62 utterances.], batch size: 80, lr: 3.94e-04
2022-08-25 15:51:12,096 INFO [train.py:927] (3/8) Epoch 9, batch 15450, giga_loss[loss=0.2432, simple_loss=0.3356, pruned_loss=0.07536, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0258, over 45.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3201, pruned_loss=0.08202, over 2475106.75 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07568, over 19383.76 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.302, pruned_loss=0.07197, over 2465607.97 frames. utt_duration=1220 frames, utt_pad_proportion=0.06904, over 8093.24 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3212, pruned_loss=0.08255, over 2475602.05 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07539, over 20405.43 utterances.], batch size: 45, lr: 3.94e-04
2022-08-25 15:52:58,197 INFO [train.py:927] (3/8) Epoch 9, batch 15500, giga_loss[loss=0.2533, simple_loss=0.3389, pruned_loss=0.08384, over 12423.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03696, over 105.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3233, pruned_loss=0.08474, over 2475658.08 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07238, over 19752.90 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3024, pruned_loss=0.0723, over 2465985.07 frames. utt_duration=1219 frames, utt_pad_proportion=0.06838, over 8102.66 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3244, pruned_loss=0.08517, over 2475976.07 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07262, over 20864.47 utterances.], batch size: 105, lr: 3.94e-04
2022-08-25 15:54:44,325 INFO [train.py:927] (3/8) Epoch 9, batch 15550, giga_loss[loss=0.2127, simple_loss=0.2991, pruned_loss=0.06312, over 12386.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02979, over 58.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3229, pruned_loss=0.08523, over 2475024.98 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07285, over 19586.51 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3022, pruned_loss=0.07221, over 2466155.09 frames. utt_duration=1219 frames, utt_pad_proportion=0.06782, over 8100.44 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3245, pruned_loss=0.08595, over 2475321.24 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07326, over 20739.41 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 15:56:28,914 INFO [train.py:927] (3/8) Epoch 9, batch 15600, giga_loss[loss=0.2269, simple_loss=0.3128, pruned_loss=0.07047, over 12361.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02884, over 48.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3226, pruned_loss=0.0849, over 2475104.65 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07834, over 20509.25 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3022, pruned_loss=0.07236, over 2466579.63 frames. utt_duration=1224 frames, utt_pad_proportion=0.06626, over 8067.65 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3247, pruned_loss=0.08585, over 2475291.92 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07909, over 21924.95 utterances.], batch size: 48, lr: 3.94e-04
2022-08-25 15:58:14,166 INFO [train.py:927] (3/8) Epoch 9, batch 15650, giga_loss[loss=0.2703, simple_loss=0.3394, pruned_loss=0.1006, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04192, over 146.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3233, pruned_loss=0.0841, over 2474317.88 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07581, over 20252.64 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3025, pruned_loss=0.07258, over 2466136.48 frames. utt_duration=1227 frames, utt_pad_proportion=0.06526, over 8051.99 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3251, pruned_loss=0.08492, over 2475045.58 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07698, over 21672.31 utterances.], batch size: 146, lr: 3.94e-04
2022-08-25 15:59:59,036 INFO [train.py:927] (3/8) Epoch 9, batch 15700, giga_loss[loss=0.2178, simple_loss=0.2989, pruned_loss=0.06836, over 12357.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03284, over 104.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3238, pruned_loss=0.08488, over 2474593.03 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07791, over 20448.19 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3026, pruned_loss=0.0727, over 2466193.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.06478, over 8061.76 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3256, pruned_loss=0.0857, over 2475309.01 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07898, over 21850.18 utterances.], batch size: 104, lr: 3.94e-04
2022-08-25 16:01:45,418 INFO [train.py:927] (3/8) Epoch 9, batch 15750, giga_loss[loss=0.2741, simple_loss=0.3405, pruned_loss=0.1038, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0285, over 45.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3226, pruned_loss=0.08473, over 2475022.07 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07859, over 20575.94 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3028, pruned_loss=0.07263, over 2466495.69 frames. utt_duration=1228 frames, utt_pad_proportion=0.0638, over 8045.73 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3242, pruned_loss=0.08561, over 2475469.53 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07979, over 21917.73 utterances.], batch size: 45, lr: 3.94e-04
2022-08-25 16:03:32,494 INFO [train.py:927] (3/8) Epoch 9, batch 15800, giga_loss[loss=0.2964, simple_loss=0.3497, pruned_loss=0.1216, over 12370.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07185, over 212.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3208, pruned_loss=0.0845, over 2475345.16 frames. utt_duration=470 frames, utt_pad_proportion=0.08089, over 21134.95 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3025, pruned_loss=0.07251, over 2466638.16 frames. utt_duration=1231 frames, utt_pad_proportion=0.06314, over 8022.17 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3226, pruned_loss=0.08548, over 2475680.76 frames. utt_duration=443.7 frames, utt_pad_proportion=0.082, over 22393.33 utterances.], batch size: 212, lr: 3.94e-04
2022-08-25 16:05:13,835 INFO [train.py:927] (3/8) Epoch 9, batch 15850, giga_loss[loss=0.2146, simple_loss=0.2974, pruned_loss=0.0659, over 12421.00 frames. utt_duration=754.4 frames, utt_pad_proportion=0.02275, over 66.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3188, pruned_loss=0.08387, over 2475090.41 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07868, over 21185.06 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.302, pruned_loss=0.07229, over 2466405.91 frames. utt_duration=1237 frames, utt_pad_proportion=0.06228, over 7987.04 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08503, over 2475722.11 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07999, over 22438.48 utterances.], batch size: 66, lr: 3.94e-04
2022-08-25 16:06:55,329 INFO [train.py:927] (3/8) Epoch 9, batch 15900, giga_loss[loss=0.2386, simple_loss=0.3189, pruned_loss=0.07919, over 12373.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02793, over 66.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3161, pruned_loss=0.08129, over 2475894.21 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07829, over 21719.59 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.302, pruned_loss=0.07249, over 2466881.17 frames. utt_duration=1237 frames, utt_pad_proportion=0.06155, over 7984.40 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3181, pruned_loss=0.08225, over 2476177.15 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07969, over 23030.89 utterances.], batch size: 66, lr: 3.93e-04
2022-08-25 16:08:44,388 INFO [train.py:927] (3/8) Epoch 9, batch 15950, giga_loss[loss=0.1967, simple_loss=0.2681, pruned_loss=0.06261, over 12246.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02836, over 39.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3148, pruned_loss=0.08102, over 2475473.00 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07998, over 22182.01 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3024, pruned_loss=0.07272, over 2466807.57 frames. utt_duration=1226 frames, utt_pad_proportion=0.06535, over 8055.72 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.08168, over 2475879.75 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07986, over 23344.15 utterances.], batch size: 39, lr: 3.93e-04
2022-08-25 16:10:27,631 INFO [train.py:927] (3/8) Epoch 9, batch 16000, giga_loss[loss=0.3051, simple_loss=0.3586, pruned_loss=0.1259, over 12354.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3154, pruned_loss=0.08149, over 2475940.64 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07975, over 21771.79 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3035, pruned_loss=0.07364, over 2467145.42 frames. utt_duration=1192 frames, utt_pad_proportion=0.07737, over 8287.20 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3157, pruned_loss=0.08136, over 2476112.85 frames. utt_duration=437 frames, utt_pad_proportion=0.07604, over 22741.04 utterances.], batch size: 259, lr: 3.93e-04
2022-08-25 16:12:14,475 INFO [train.py:927] (3/8) Epoch 9, batch 16050, giga_loss[loss=0.2412, simple_loss=0.3166, pruned_loss=0.08291, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.0414, over 146.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3153, pruned_loss=0.08088, over 2475265.47 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07584, over 20852.67 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3029, pruned_loss=0.0734, over 2466892.57 frames. utt_duration=1200 frames, utt_pad_proportion=0.07609, over 8233.60 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3164, pruned_loss=0.08115, over 2475827.03 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07335, over 21953.94 utterances.], batch size: 146, lr: 3.93e-04
2022-08-25 16:13:58,588 INFO [train.py:927] (3/8) Epoch 9, batch 16100, giga_loss[loss=0.2983, simple_loss=0.3445, pruned_loss=0.1261, over 12355.00 frames. utt_duration=132.9 frames, utt_pad_proportion=0.2138, over 376.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3154, pruned_loss=0.08164, over 2475135.72 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07619, over 20840.06 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3029, pruned_loss=0.07361, over 2467364.65 frames. utt_duration=1198 frames, utt_pad_proportion=0.07792, over 8247.83 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.082, over 2475524.45 frames. utt_duration=447 frames, utt_pad_proportion=0.07362, over 22223.34 utterances.], batch size: 376, lr: 3.93e-04
2022-08-25 16:15:44,567 INFO [train.py:927] (3/8) Epoch 9, batch 16150, giga_loss[loss=0.2505, simple_loss=0.331, pruned_loss=0.08499, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08206, over 2474857.64 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07399, over 20067.21 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.303, pruned_loss=0.07364, over 2467484.72 frames. utt_duration=1204 frames, utt_pad_proportion=0.07614, over 8208.91 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3175, pruned_loss=0.08254, over 2475258.03 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07259, over 21535.53 utterances.], batch size: 133, lr: 3.93e-04
2022-08-25 16:17:34,262 INFO [train.py:927] (3/8) Epoch 9, batch 16200, giga_loss[loss=0.2111, simple_loss=0.3068, pruned_loss=0.05767, over 12177.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.04015, over 33.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3172, pruned_loss=0.0829, over 2475107.56 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07673, over 20572.01 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3026, pruned_loss=0.07342, over 2467354.02 frames. utt_duration=1209 frames, utt_pad_proportion=0.07471, over 8175.12 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3189, pruned_loss=0.08369, over 2475687.71 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07593, over 22036.96 utterances.], batch size: 33, lr: 3.93e-04
2022-08-25 16:19:22,856 INFO [train.py:927] (3/8) Epoch 9, batch 16250, giga_loss[loss=0.2844, simple_loss=0.3488, pruned_loss=0.11, over 12380.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3181, pruned_loss=0.08343, over 2475923.92 frames. utt_duration=457.3 frames, utt_pad_proportion=0.083, over 21726.78 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.302, pruned_loss=0.07311, over 2467693.84 frames. utt_duration=1209 frames, utt_pad_proportion=0.07404, over 8171.76 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3205, pruned_loss=0.08461, over 2476311.21 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08231, over 23260.80 utterances.], batch size: 257, lr: 3.93e-04
2022-08-25 16:21:11,611 INFO [train.py:927] (3/8) Epoch 9, batch 16300, giga_loss[loss=0.2503, simple_loss=0.326, pruned_loss=0.0873, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3178, pruned_loss=0.08308, over 2475692.17 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08314, over 22345.99 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3018, pruned_loss=0.07302, over 2467607.37 frames. utt_duration=1211 frames, utt_pad_proportion=0.07383, over 8158.90 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3199, pruned_loss=0.08414, over 2476112.70 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08266, over 23621.63 utterances.], batch size: 133, lr: 3.93e-04
2022-08-25 16:22:55,955 INFO [train.py:927] (3/8) Epoch 9, batch 16350, giga_loss[loss=0.2428, simple_loss=0.3194, pruned_loss=0.08307, over 12379.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06443, over 183.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3174, pruned_loss=0.08333, over 2475383.38 frames. utt_duration=442.5 frames, utt_pad_proportion=0.08275, over 22449.97 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3018, pruned_loss=0.07293, over 2467348.00 frames. utt_duration=1217 frames, utt_pad_proportion=0.0728, over 8121.96 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3194, pruned_loss=0.08443, over 2476063.67 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08274, over 23745.26 utterances.], batch size: 183, lr: 3.93e-04
2022-08-25 16:24:42,333 INFO [train.py:927] (3/8) Epoch 9, batch 16400, libri_loss[loss=0.2843, simple_loss=0.3491, pruned_loss=0.1098, over 12387.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03684, over 46.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3166, pruned_loss=0.08358, over 2475274.69 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08295, over 22179.51 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.0729, over 2467274.75 frames. utt_duration=1220 frames, utt_pad_proportion=0.07217, over 8102.32 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3185, pruned_loss=0.08459, over 2475977.70 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08317, over 23412.41 utterances.], batch size: 46, lr: 3.93e-04
2022-08-25 16:26:28,937 INFO [train.py:927] (3/8) Epoch 9, batch 16450, giga_loss[loss=0.2027, simple_loss=0.2878, pruned_loss=0.05877, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03954, over 28.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3176, pruned_loss=0.08425, over 2475342.73 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08311, over 22115.16 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3014, pruned_loss=0.07271, over 2467273.59 frames. utt_duration=1222 frames, utt_pad_proportion=0.07164, over 8089.35 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3194, pruned_loss=0.08529, over 2475951.50 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08346, over 23215.29 utterances.], batch size: 28, lr: 3.93e-04
2022-08-25 16:28:16,433 INFO [train.py:927] (3/8) Epoch 9, batch 16500, libri_loss[loss=0.1917, simple_loss=0.2749, pruned_loss=0.05422, over 12418.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006295, over 30.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3179, pruned_loss=0.08444, over 2474819.44 frames. utt_duration=457.7 frames, utt_pad_proportion=0.08154, over 21696.30 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3012, pruned_loss=0.07254, over 2467369.78 frames. utt_duration=1224 frames, utt_pad_proportion=0.07113, over 8071.50 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3196, pruned_loss=0.08552, over 2475276.23 frames. utt_duration=437.5 frames, utt_pad_proportion=0.08208, over 22705.76 utterances.], batch size: 30, lr: 3.93e-04
2022-08-25 16:30:01,168 INFO [train.py:927] (3/8) Epoch 9, batch 16550, libri_loss[loss=0.3019, simple_loss=0.4797, pruned_loss=0.06206, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006528, over 32.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3193, pruned_loss=0.08487, over 2474568.93 frames. utt_duration=448.7 frames, utt_pad_proportion=0.0853, over 22132.82 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3026, pruned_loss=0.07254, over 2467138.80 frames. utt_duration=1229 frames, utt_pad_proportion=0.06991, over 8039.09 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3197, pruned_loss=0.086, over 2475321.83 frames. utt_duration=427 frames, utt_pad_proportion=0.086, over 23270.20 utterances.], batch size: 32, lr: 3.93e-04
2022-08-25 16:31:47,161 INFO [train.py:927] (3/8) Epoch 9, batch 16600, giga_loss[loss=0.2554, simple_loss=0.335, pruned_loss=0.08792, over 12438.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0307, over 80.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3207, pruned_loss=0.0861, over 2475020.12 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08592, over 22635.42 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3028, pruned_loss=0.07288, over 2467739.23 frames. utt_duration=1220 frames, utt_pad_proportion=0.07261, over 8103.12 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3214, pruned_loss=0.08705, over 2475269.48 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08584, over 23895.51 utterances.], batch size: 80, lr: 3.93e-04
2022-08-25 16:33:34,458 INFO [train.py:927] (3/8) Epoch 9, batch 16650, giga_loss[loss=0.2191, simple_loss=0.2927, pruned_loss=0.07276, over 12304.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.0365, over 51.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3203, pruned_loss=0.08597, over 2473999.06 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08296, over 21899.78 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3022, pruned_loss=0.07262, over 2467785.73 frames. utt_duration=1222 frames, utt_pad_proportion=0.07187, over 8090.21 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3218, pruned_loss=0.08734, over 2474326.60 frames. utt_duration=425.9 frames, utt_pad_proportion=0.0834, over 23320.47 utterances.], batch size: 51, lr: 3.93e-04
2022-08-25 16:35:17,271 INFO [train.py:927] (3/8) Epoch 9, batch 16700, giga_loss[loss=0.2874, simple_loss=0.359, pruned_loss=0.1079, over 12383.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03242, over 122.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3222, pruned_loss=0.08777, over 2474336.96 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08235, over 22303.91 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3022, pruned_loss=0.07266, over 2467979.19 frames. utt_duration=1224 frames, utt_pad_proportion=0.07134, over 8076.33 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3237, pruned_loss=0.08895, over 2474475.11 frames. utt_duration=421.5 frames, utt_pad_proportion=0.08294, over 23566.44 utterances.], batch size: 122, lr: 3.93e-04
2022-08-25 16:37:04,124 INFO [train.py:927] (3/8) Epoch 9, batch 16750, giga_loss[loss=0.2175, simple_loss=0.3095, pruned_loss=0.06274, over 12453.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04261, over 31.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3222, pruned_loss=0.087, over 2474584.48 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08209, over 22089.22 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3022, pruned_loss=0.07284, over 2467987.35 frames. utt_duration=1215 frames, utt_pad_proportion=0.07539, over 8138.41 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3236, pruned_loss=0.08799, over 2474786.25 frames. utt_duration=427.4 frames, utt_pad_proportion=0.0814, over 23239.03 utterances.], batch size: 31, lr: 3.93e-04
2022-08-25 16:38:48,018 INFO [train.py:927] (3/8) Epoch 9, batch 16800, giga_loss[loss=0.2162, simple_loss=0.2943, pruned_loss=0.06902, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03678, over 37.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3199, pruned_loss=0.08528, over 2474224.78 frames. utt_duration=480.2 frames, utt_pad_proportion=0.0774, over 20674.84 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3019, pruned_loss=0.07282, over 2467684.54 frames. utt_duration=1208 frames, utt_pad_proportion=0.07816, over 8178.03 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3217, pruned_loss=0.08637, over 2474779.91 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07614, over 21843.07 utterances.], batch size: 37, lr: 3.93e-04
2022-08-25 16:40:32,637 INFO [train.py:927] (3/8) Epoch 9, batch 16850, giga_loss[loss=0.2753, simple_loss=0.3478, pruned_loss=0.1014, over 12168.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03789, over 28.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3194, pruned_loss=0.08425, over 2474643.42 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07341, over 20484.40 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3015, pruned_loss=0.07253, over 2467730.39 frames. utt_duration=1214 frames, utt_pad_proportion=0.07725, over 8142.71 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3217, pruned_loss=0.08569, over 2475199.75 frames. utt_duration=456.6 frames, utt_pad_proportion=0.0729, over 21756.16 utterances.], batch size: 28, lr: 3.93e-04
2022-08-25 16:42:21,551 INFO [train.py:927] (3/8) Epoch 9, batch 16900, giga_loss[loss=0.2386, simple_loss=0.3112, pruned_loss=0.08297, over 12418.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3195, pruned_loss=0.0852, over 2474279.48 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07745, over 20657.32 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3016, pruned_loss=0.07269, over 2467212.22 frames. utt_duration=1206 frames, utt_pad_proportion=0.07978, over 8190.48 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3224, pruned_loss=0.08691, over 2475601.76 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07611, over 22304.03 utterances.], batch size: 161, lr: 3.93e-04
2022-08-25 16:44:07,130 INFO [train.py:927] (3/8) Epoch 9, batch 16950, giga_loss[loss=0.2406, simple_loss=0.3199, pruned_loss=0.08063, over 12373.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03344, over 104.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3204, pruned_loss=0.08609, over 2474322.55 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07834, over 20667.64 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3015, pruned_loss=0.0726, over 2467329.16 frames. utt_duration=1207 frames, utt_pad_proportion=0.07946, over 8189.53 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3228, pruned_loss=0.08756, over 2475284.02 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07733, over 22009.94 utterances.], batch size: 104, lr: 3.93e-04
2022-08-25 16:45:58,216 INFO [train.py:927] (3/8) Epoch 9, batch 17000, giga_loss[loss=0.2855, simple_loss=0.3335, pruned_loss=0.1188, over 12362.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2098, over 372.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3217, pruned_loss=0.08706, over 2474637.58 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07725, over 20820.80 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.07286, over 2467228.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.07802, over 8162.09 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.324, pruned_loss=0.08832, over 2475671.09 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07691, over 22203.51 utterances.], batch size: 372, lr: 3.93e-04
2022-08-25 16:47:39,946 INFO [train.py:927] (3/8) Epoch 9, batch 17050, giga_loss[loss=0.2325, simple_loss=0.3152, pruned_loss=0.07493, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0263, over 45.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3212, pruned_loss=0.08607, over 2474750.50 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07743, over 20595.43 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3018, pruned_loss=0.07294, over 2467269.93 frames. utt_duration=1214 frames, utt_pad_proportion=0.07682, over 8137.06 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3231, pruned_loss=0.08724, over 2475663.02 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07758, over 21943.56 utterances.], batch size: 45, lr: 3.92e-04
2022-08-25 16:49:22,431 INFO [train.py:927] (3/8) Epoch 9, batch 17100, giga_loss[loss=0.2405, simple_loss=0.3202, pruned_loss=0.08037, over 12414.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05539, over 162.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3214, pruned_loss=0.08546, over 2474622.94 frames. utt_duration=483 frames, utt_pad_proportion=0.07588, over 20554.97 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3022, pruned_loss=0.07294, over 2467290.94 frames. utt_duration=1214 frames, utt_pad_proportion=0.07623, over 8140.91 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.323, pruned_loss=0.08669, over 2475496.15 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07631, over 21911.91 utterances.], batch size: 162, lr: 3.92e-04
2022-08-25 16:51:08,361 INFO [train.py:927] (3/8) Epoch 9, batch 17150, giga_loss[loss=0.2285, simple_loss=0.3014, pruned_loss=0.07779, over 12374.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04752, over 26.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3192, pruned_loss=0.08445, over 2474549.86 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07408, over 20122.54 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3022, pruned_loss=0.07301, over 2467340.13 frames. utt_duration=1203 frames, utt_pad_proportion=0.07937, over 8212.03 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3209, pruned_loss=0.0856, over 2475343.82 frames. utt_duration=465 frames, utt_pad_proportion=0.07358, over 21361.71 utterances.], batch size: 26, lr: 3.92e-04
2022-08-25 16:52:56,412 INFO [train.py:927] (3/8) Epoch 9, batch 17200, libri_loss[loss=0.2563, simple_loss=0.3329, pruned_loss=0.08989, over 12458.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009017, over 39.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3172, pruned_loss=0.08432, over 2473976.67 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07409, over 20386.57 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3022, pruned_loss=0.07303, over 2467527.40 frames. utt_duration=1205 frames, utt_pad_proportion=0.07876, over 8199.96 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3186, pruned_loss=0.08531, over 2474480.66 frames. utt_duration=462 frames, utt_pad_proportion=0.07392, over 21491.82 utterances.], batch size: 39, lr: 3.92e-04
2022-08-25 16:54:41,997 INFO [train.py:927] (3/8) Epoch 9, batch 17250, giga_loss[loss=0.2521, simple_loss=0.3309, pruned_loss=0.08671, over 12372.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06548, over 183.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.316, pruned_loss=0.08361, over 2474484.20 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07122, over 20609.55 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.302, pruned_loss=0.07286, over 2467252.16 frames. utt_duration=1208 frames, utt_pad_proportion=0.07808, over 8179.12 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3175, pruned_loss=0.08468, over 2475197.80 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07142, over 21663.81 utterances.], batch size: 183, lr: 3.92e-04
2022-08-25 16:56:26,026 INFO [train.py:927] (3/8) Epoch 9, batch 17300, giga_loss[loss=0.2184, simple_loss=0.3087, pruned_loss=0.06411, over 12391.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0518, over 161.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3141, pruned_loss=0.08072, over 2474420.72 frames. utt_duration=465 frames, utt_pad_proportion=0.07321, over 21354.00 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3015, pruned_loss=0.07273, over 2467191.87 frames. utt_duration=1215 frames, utt_pad_proportion=0.07644, over 8133.30 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3161, pruned_loss=0.08196, over 2475242.13 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07377, over 22584.61 utterances.], batch size: 161, lr: 3.92e-04
2022-08-25 16:58:10,750 INFO [train.py:927] (3/8) Epoch 9, batch 17350, giga_loss[loss=0.1817, simple_loss=0.2749, pruned_loss=0.04425, over 12432.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.0324, over 55.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3112, pruned_loss=0.0769, over 2474254.18 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07199, over 21936.04 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3015, pruned_loss=0.07274, over 2466824.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.0756, over 8109.42 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.313, pruned_loss=0.07795, over 2475324.80 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07273, over 23111.12 utterances.], batch size: 55, lr: 3.92e-04
2022-08-25 16:59:55,142 INFO [train.py:927] (3/8) Epoch 9, batch 17400, giga_loss[loss=0.1899, simple_loss=0.2922, pruned_loss=0.04376, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3082, pruned_loss=0.07334, over 2475094.18 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07729, over 23338.32 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3015, pruned_loss=0.07273, over 2467293.51 frames. utt_duration=1216 frames, utt_pad_proportion=0.07508, over 8123.03 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3097, pruned_loss=0.07423, over 2475661.42 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07779, over 24518.72 utterances.], batch size: 75, lr: 3.92e-04
2022-08-25 17:01:39,866 INFO [train.py:927] (3/8) Epoch 9, batch 17450, giga_loss[loss=0.2058, simple_loss=0.2979, pruned_loss=0.05682, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02296, over 48.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3085, pruned_loss=0.07228, over 2475179.61 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07303, over 23183.84 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.07287, over 2467530.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.07419, over 8111.64 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3097, pruned_loss=0.07287, over 2475579.89 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07387, over 24390.56 utterances.], batch size: 48, lr: 3.92e-04
2022-08-25 17:03:25,495 INFO [train.py:927] (3/8) Epoch 9, batch 17500, giga_loss[loss=0.2067, simple_loss=0.2944, pruned_loss=0.05945, over 12424.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3062, pruned_loss=0.07005, over 2475762.96 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07067, over 23126.60 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3018, pruned_loss=0.07297, over 2467402.58 frames. utt_duration=1211 frames, utt_pad_proportion=0.07661, over 8161.79 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3071, pruned_loss=0.07041, over 2476324.95 frames. utt_duration=409 frames, utt_pad_proportion=0.07073, over 24306.45 utterances.], batch size: 161, lr: 3.92e-04
2022-08-25 17:05:10,091 INFO [train.py:927] (3/8) Epoch 9, batch 17550, giga_loss[loss=0.2314, simple_loss=0.3042, pruned_loss=0.07924, over 12381.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3061, pruned_loss=0.06996, over 2475823.43 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07366, over 23687.46 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3027, pruned_loss=0.0736, over 2467452.08 frames. utt_duration=1189 frames, utt_pad_proportion=0.0841, over 8315.00 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3061, pruned_loss=0.06966, over 2476335.51 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07136, over 24680.99 utterances.], batch size: 257, lr: 3.92e-04
2022-08-25 17:06:52,021 INFO [train.py:927] (3/8) Epoch 9, batch 17600, giga_loss[loss=0.2043, simple_loss=0.2892, pruned_loss=0.05968, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.06667, over 212.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3039, pruned_loss=0.06864, over 2476320.34 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07248, over 23689.42 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3023, pruned_loss=0.07356, over 2468327.83 frames. utt_duration=1197 frames, utt_pad_proportion=0.08119, over 8257.60 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3044, pruned_loss=0.06819, over 2476406.52 frames. utt_duration=391.7 frames, utt_pad_proportion=0.07137, over 25380.55 utterances.], batch size: 212, lr: 3.92e-04
2022-08-25 17:08:35,499 INFO [train.py:927] (3/8) Epoch 9, batch 17650, libri_loss[loss=0.2146, simple_loss=0.2833, pruned_loss=0.07295, over 12462.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005361, over 32.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2996, pruned_loss=0.06601, over 2476244.18 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07178, over 24343.88 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3019, pruned_loss=0.07338, over 2468451.38 frames. utt_duration=1202 frames, utt_pad_proportion=0.07981, over 8225.51 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3003, pruned_loss=0.06566, over 2476356.29 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07131, over 26081.69 utterances.], batch size: 32, lr: 3.92e-04
2022-08-25 17:10:23,799 INFO [train.py:927] (3/8) Epoch 9, batch 17700, giga_loss[loss=0.2115, simple_loss=0.2955, pruned_loss=0.06378, over 12462.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03611, over 105.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2977, pruned_loss=0.06544, over 2476307.49 frames. utt_duration=388.4 frames, utt_pad_proportion=0.07813, over 25597.13 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3021, pruned_loss=0.07359, over 2468337.84 frames. utt_duration=1192 frames, utt_pad_proportion=0.08321, over 8296.29 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.298, pruned_loss=0.06492, over 2476547.40 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07645, over 27039.00 utterances.], batch size: 105, lr: 3.92e-04
2022-08-25 17:12:19,044 INFO [train.py:927] (3/8) Epoch 9, batch 17750, giga_loss[loss=0.216, simple_loss=0.3075, pruned_loss=0.06226, over 12369.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06559, over 183.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2995, pruned_loss=0.06492, over 2476843.02 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07512, over 25013.09 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3027, pruned_loss=0.07381, over 2468463.13 frames. utt_duration=1191 frames, utt_pad_proportion=0.08255, over 8303.81 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2992, pruned_loss=0.06418, over 2477031.25 frames. utt_duration=377 frames, utt_pad_proportion=0.07408, over 26385.00 utterances.], batch size: 183, lr: 3.92e-04
2022-08-25 17:14:28,664 INFO [train.py:927] (3/8) Epoch 9, batch 17800, giga_loss[loss=0.1822, simple_loss=0.264, pruned_loss=0.05022, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03819, over 40.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2991, pruned_loss=0.06416, over 2477055.40 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07254, over 24326.41 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3027, pruned_loss=0.0738, over 2468601.14 frames. utt_duration=1193 frames, utt_pad_proportion=0.0816, over 8290.27 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2988, pruned_loss=0.06346, over 2477182.88 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07207, over 25647.09 utterances.], batch size: 40, lr: 3.92e-04
2022-08-25 17:16:28,668 INFO [train.py:927] (3/8) Epoch 9, batch 17850, giga_loss[loss=0.1788, simple_loss=0.2788, pruned_loss=0.03939, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2968, pruned_loss=0.06226, over 2477014.77 frames. utt_duration=404 frames, utt_pad_proportion=0.0715, over 24609.40 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3024, pruned_loss=0.07369, over 2468402.42 frames. utt_duration=1197 frames, utt_pad_proportion=0.08049, over 8259.79 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2968, pruned_loss=0.0616, over 2477433.01 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07144, over 25970.67 utterances.], batch size: 146, lr: 3.92e-04
2022-08-25 17:18:37,359 INFO [train.py:927] (3/8) Epoch 9, batch 17900, giga_loss[loss=0.1781, simple_loss=0.2726, pruned_loss=0.04187, over 12412.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05787, over 182.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2945, pruned_loss=0.06092, over 2477341.01 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06785, over 24905.70 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3025, pruned_loss=0.07375, over 2468425.95 frames. utt_duration=1194 frames, utt_pad_proportion=0.08064, over 8280.06 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2943, pruned_loss=0.06024, over 2477739.51 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06789, over 26112.93 utterances.], batch size: 182, lr: 3.92e-04
2022-08-25 17:20:31,335 INFO [train.py:927] (3/8) Epoch 9, batch 17950, giga_loss[loss=0.2184, simple_loss=0.3061, pruned_loss=0.06532, over 12429.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04044, over 114.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2941, pruned_loss=0.06121, over 2476958.07 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07015, over 25443.94 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3024, pruned_loss=0.07378, over 2468453.21 frames. utt_duration=1198 frames, utt_pad_proportion=0.07949, over 8252.73 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2939, pruned_loss=0.06039, over 2477429.98 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07034, over 26719.14 utterances.], batch size: 114, lr: 3.92e-04
2022-08-25 17:22:49,162 INFO [train.py:927] (3/8) Epoch 9, batch 18000, giga_loss[loss=0.1743, simple_loss=0.2645, pruned_loss=0.04203, over 12425.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03049, over 80.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.294, pruned_loss=0.06058, over 2476456.25 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06993, over 24851.54 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3018, pruned_loss=0.07349, over 2467987.29 frames. utt_duration=1204 frames, utt_pad_proportion=0.0781, over 8210.84 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2942, pruned_loss=0.05992, over 2477465.90 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07043, over 26291.93 utterances.], batch size: 80, lr: 3.92e-04
2022-08-25 17:22:49,163 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 17:23:03,444 INFO [train.py:967] (3/8) 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 17:25:05,004 INFO [train.py:927] (3/8) Epoch 9, batch 18050, giga_loss[loss=0.2084, simple_loss=0.2972, pruned_loss=0.05983, over 12429.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03852, over 133.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.293, pruned_loss=0.06022, over 2476327.41 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06898, over 24635.83 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.302, pruned_loss=0.07368, over 2467966.02 frames. utt_duration=1196 frames, utt_pad_proportion=0.08093, over 8266.19 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2927, pruned_loss=0.05922, over 2477351.57 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06867, over 26113.58 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 17:27:13,165 INFO [train.py:927] (3/8) Epoch 9, batch 18100, giga_loss[loss=0.2153, simple_loss=0.2907, pruned_loss=0.06999, over 12417.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09635, over 256.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06054, over 2477145.13 frames. utt_duration=381.7 frames, utt_pad_proportion=0.07275, over 26042.87 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3018, pruned_loss=0.07365, over 2467871.77 frames. utt_duration=1199 frames, utt_pad_proportion=0.08003, over 8246.32 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2959, pruned_loss=0.0596, over 2478141.66 frames. utt_duration=362.3 frames, utt_pad_proportion=0.07255, over 27452.13 utterances.], batch size: 256, lr: 3.92e-04
2022-08-25 17:29:22,105 INFO [train.py:927] (3/8) Epoch 9, batch 18150, giga_loss[loss=0.2044, simple_loss=0.2984, pruned_loss=0.05519, over 12452.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.03007, over 122.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2971, pruned_loss=0.05932, over 2477607.65 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06871, over 25220.72 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3022, pruned_loss=0.07382, over 2467912.58 frames. utt_duration=1202 frames, utt_pad_proportion=0.07886, over 8225.61 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2966, pruned_loss=0.05818, over 2478533.24 frames. utt_duration=373 frames, utt_pad_proportion=0.06903, over 26668.48 utterances.], batch size: 122, lr: 3.92e-04
2022-08-25 17:31:27,898 INFO [train.py:927] (3/8) Epoch 9, batch 18200, giga_loss[loss=0.202, simple_loss=0.2959, pruned_loss=0.05407, over 12391.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04153, over 133.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.298, pruned_loss=0.06065, over 2477468.99 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07312, over 25695.94 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3026, pruned_loss=0.07417, over 2467923.07 frames. utt_duration=1184 frames, utt_pad_proportion=0.08486, over 8351.52 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2971, pruned_loss=0.05909, over 2478442.34 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07154, over 27202.57 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 17:34:00,043 INFO [train.py:927] (3/8) Epoch 9, batch 18250, giga_loss[loss=0.1742, simple_loss=0.2654, pruned_loss=0.04152, over 12370.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.04942, over 31.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2979, pruned_loss=0.06134, over 2477212.64 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07119, over 24802.43 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3029, pruned_loss=0.07434, over 2467639.44 frames. utt_duration=1186 frames, utt_pad_proportion=0.08391, over 8336.09 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2968, pruned_loss=0.05962, over 2478478.11 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07016, over 26416.56 utterances.], batch size: 31, lr: 3.91e-04
2022-08-25 17:36:10,609 INFO [train.py:927] (3/8) Epoch 9, batch 18300, giga_loss[loss=0.2247, simple_loss=0.2955, pruned_loss=0.07698, over 12481.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.0258, over 55.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2953, pruned_loss=0.06043, over 2478076.80 frames. utt_duration=395 frames, utt_pad_proportion=0.07376, over 25165.63 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3031, pruned_loss=0.07437, over 2467882.66 frames. utt_duration=1187 frames, utt_pad_proportion=0.08289, over 8325.11 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2942, pruned_loss=0.05887, over 2478991.31 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07304, over 26659.57 utterances.], batch size: 55, lr: 3.91e-04
2022-08-25 17:38:15,726 INFO [train.py:927] (3/8) Epoch 9, batch 18350, giga_loss[loss=0.2146, simple_loss=0.3124, pruned_loss=0.05841, over 12451.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03384, over 105.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.295, pruned_loss=0.06046, over 2478469.73 frames. utt_duration=390.1 frames, utt_pad_proportion=0.0759, over 25491.04 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.303, pruned_loss=0.0743, over 2467843.65 frames. utt_duration=1192 frames, utt_pad_proportion=0.08132, over 8293.23 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.294, pruned_loss=0.05898, over 2479466.71 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07564, over 27091.16 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 17:40:16,469 INFO [train.py:927] (3/8) Epoch 9, batch 18400, giga_loss[loss=0.1916, simple_loss=0.2793, pruned_loss=0.05195, over 12407.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02617, over 91.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2953, pruned_loss=0.06095, over 2478183.23 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07172, over 24518.20 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3028, pruned_loss=0.07417, over 2467862.23 frames. utt_duration=1185 frames, utt_pad_proportion=0.0827, over 8340.20 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05927, over 2479444.71 frames. utt_duration=375 frames, utt_pad_proportion=0.07121, over 26526.97 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 17:42:23,558 INFO [train.py:927] (3/8) Epoch 9, batch 18450, giga_loss[loss=0.1893, simple_loss=0.2687, pruned_loss=0.05493, over 12386.00 frames. utt_duration=141.2 frames, utt_pad_proportion=0.1696, over 354.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2948, pruned_loss=0.06154, over 2478363.77 frames. utt_duration=388.6 frames, utt_pad_proportion=0.07673, over 25586.30 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.303, pruned_loss=0.07441, over 2468115.80 frames. utt_duration=1189 frames, utt_pad_proportion=0.0818, over 8314.25 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2938, pruned_loss=0.05983, over 2479274.17 frames. utt_duration=363 frames, utt_pad_proportion=0.07623, over 27410.75 utterances.], batch size: 354, lr: 3.91e-04
2022-08-25 17:44:39,085 INFO [train.py:927] (3/8) Epoch 9, batch 18500, giga_loss[loss=0.182, simple_loss=0.2758, pruned_loss=0.04413, over 12320.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03286, over 51.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2964, pruned_loss=0.06114, over 2478122.43 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07114, over 24878.52 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3033, pruned_loss=0.07441, over 2468168.69 frames. utt_duration=1190 frames, utt_pad_proportion=0.08031, over 8306.44 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2951, pruned_loss=0.05934, over 2479106.53 frames. utt_duration=370 frames, utt_pad_proportion=0.07142, over 26882.63 utterances.], batch size: 51, lr: 3.91e-04
2022-08-25 17:46:51,221 INFO [train.py:927] (3/8) Epoch 9, batch 18550, giga_loss[loss=0.201, simple_loss=0.2778, pruned_loss=0.06213, over 12374.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02858, over 91.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2946, pruned_loss=0.0606, over 2478386.30 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06885, over 24582.83 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3032, pruned_loss=0.07443, over 2468300.86 frames. utt_duration=1195 frames, utt_pad_proportion=0.07879, over 8275.12 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2935, pruned_loss=0.05884, over 2479284.71 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0696, over 26592.00 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 17:48:49,922 INFO [train.py:927] (3/8) Epoch 9, batch 18600, libri_loss[loss=0.2049, simple_loss=0.2815, pruned_loss=0.06413, over 12207.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009826, over 29.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2904, pruned_loss=0.05947, over 2477940.69 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06728, over 24624.73 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.303, pruned_loss=0.07436, over 2467842.07 frames. utt_duration=1193 frames, utt_pad_proportion=0.07846, over 8282.07 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2893, pruned_loss=0.05765, over 2479401.92 frames. utt_duration=371.7 frames, utt_pad_proportion=0.068, over 26762.76 utterances.], batch size: 29, lr: 3.91e-04
2022-08-25 17:50:46,703 INFO [train.py:927] (3/8) Epoch 9, batch 18650, giga_loss[loss=0.207, simple_loss=0.2975, pruned_loss=0.05826, over 12364.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02919, over 91.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2899, pruned_loss=0.05955, over 2477423.54 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06865, over 24894.93 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3027, pruned_loss=0.07419, over 2467572.55 frames. utt_duration=1201 frames, utt_pad_proportion=0.0768, over 8230.24 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.289, pruned_loss=0.05785, over 2479113.21 frames. utt_duration=367.2 frames, utt_pad_proportion=0.0695, over 27092.90 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 17:52:48,156 INFO [train.py:927] (3/8) Epoch 9, batch 18700, giga_loss[loss=0.2259, simple_loss=0.3203, pruned_loss=0.06569, over 12396.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2887, pruned_loss=0.05826, over 2477791.88 frames. utt_duration=393.8 frames, utt_pad_proportion=0.07115, over 25245.54 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3027, pruned_loss=0.074, over 2467559.60 frames. utt_duration=1203 frames, utt_pad_proportion=0.07505, over 8213.72 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2875, pruned_loss=0.05658, over 2479473.62 frames. utt_duration=361.1 frames, utt_pad_proportion=0.07205, over 27558.69 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 17:55:04,856 INFO [train.py:927] (3/8) Epoch 9, batch 18750, giga_loss[loss=0.1766, simple_loss=0.2654, pruned_loss=0.04391, over 12335.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.0446, over 34.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2869, pruned_loss=0.05759, over 2477427.21 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06863, over 24875.44 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3025, pruned_loss=0.074, over 2467408.33 frames. utt_duration=1206 frames, utt_pad_proportion=0.07393, over 8194.39 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2859, pruned_loss=0.0559, over 2479136.94 frames. utt_duration=367 frames, utt_pad_proportion=0.06981, over 27105.63 utterances.], batch size: 34, lr: 3.91e-04
2022-08-25 17:57:15,148 INFO [train.py:927] (3/8) Epoch 9, batch 18800, giga_loss[loss=0.1697, simple_loss=0.2624, pruned_loss=0.03851, over 12426.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02483, over 62.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2867, pruned_loss=0.05706, over 2477963.26 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06896, over 24260.27 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3025, pruned_loss=0.07403, over 2467510.07 frames. utt_duration=1194 frames, utt_pad_proportion=0.0772, over 8279.70 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2855, pruned_loss=0.05531, over 2479458.93 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06897, over 26329.90 utterances.], batch size: 62, lr: 3.91e-04
2022-08-25 17:59:13,318 INFO [train.py:927] (3/8) Epoch 9, batch 18850, giga_loss[loss=0.2173, simple_loss=0.2914, pruned_loss=0.07156, over 12399.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2862, pruned_loss=0.05687, over 2478125.35 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07147, over 24973.60 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3023, pruned_loss=0.07388, over 2467536.50 frames. utt_duration=1196 frames, utt_pad_proportion=0.07634, over 8260.62 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2852, pruned_loss=0.05539, over 2479437.39 frames. utt_duration=370.7 frames, utt_pad_proportion=0.07152, over 26840.57 utterances.], batch size: 257, lr: 3.91e-04
2022-08-25 18:01:14,496 INFO [train.py:927] (3/8) Epoch 9, batch 18900, giga_loss[loss=0.2505, simple_loss=0.3365, pruned_loss=0.08226, over 12430.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02991, over 80.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2883, pruned_loss=0.05693, over 2478588.66 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06851, over 24975.12 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3018, pruned_loss=0.07378, over 2467686.39 frames. utt_duration=1201 frames, utt_pad_proportion=0.07567, over 8232.47 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2874, pruned_loss=0.05536, over 2479782.47 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06888, over 26953.58 utterances.], batch size: 80, lr: 3.91e-04
2022-08-25 18:03:14,072 INFO [train.py:927] (3/8) Epoch 9, batch 18950, giga_loss[loss=0.1899, simple_loss=0.2874, pruned_loss=0.04618, over 12380.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05011, over 161.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2901, pruned_loss=0.05769, over 2478190.66 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06583, over 24665.90 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3019, pruned_loss=0.07376, over 2467652.52 frames. utt_duration=1203 frames, utt_pad_proportion=0.07481, over 8216.05 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2892, pruned_loss=0.05625, over 2479303.38 frames. utt_duration=376.1 frames, utt_pad_proportion=0.0665, over 26448.79 utterances.], batch size: 161, lr: 3.91e-04
2022-08-25 18:05:23,131 INFO [train.py:927] (3/8) Epoch 9, batch 19000, giga_loss[loss=0.1873, simple_loss=0.2795, pruned_loss=0.04758, over 12355.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02988, over 70.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2889, pruned_loss=0.05686, over 2478482.29 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06112, over 23362.48 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3019, pruned_loss=0.0738, over 2467947.39 frames. utt_duration=1204 frames, utt_pad_proportion=0.0735, over 8208.69 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.288, pruned_loss=0.05535, over 2479339.99 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06229, over 25131.80 utterances.], batch size: 70, lr: 3.91e-04
2022-08-25 18:07:25,966 INFO [train.py:927] (3/8) Epoch 9, batch 19050, giga_loss[loss=0.1972, simple_loss=0.2919, pruned_loss=0.0513, over 12411.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03084, over 122.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2884, pruned_loss=0.05708, over 2478443.44 frames. utt_duration=429 frames, utt_pad_proportion=0.06036, over 23175.72 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3018, pruned_loss=0.07365, over 2467954.37 frames. utt_duration=1206 frames, utt_pad_proportion=0.07232, over 8198.00 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2873, pruned_loss=0.05548, over 2479475.93 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06158, over 25091.00 utterances.], batch size: 122, lr: 3.91e-04
2022-08-25 18:09:32,261 INFO [train.py:927] (3/8) Epoch 9, batch 19100, giga_loss[loss=0.1981, simple_loss=0.2726, pruned_loss=0.06179, over 12381.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1702, over 354.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2891, pruned_loss=0.05726, over 2477852.22 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06063, over 23031.59 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3013, pruned_loss=0.07336, over 2467757.30 frames. utt_duration=1213 frames, utt_pad_proportion=0.07057, over 8148.84 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2884, pruned_loss=0.05568, over 2479218.48 frames. utt_duration=396.2 frames, utt_pad_proportion=0.062, over 25107.69 utterances.], batch size: 354, lr: 3.91e-04
2022-08-25 18:11:30,510 INFO [train.py:927] (3/8) Epoch 9, batch 19150, giga_loss[loss=0.2305, simple_loss=0.3203, pruned_loss=0.07032, over 12424.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03579, over 105.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2904, pruned_loss=0.05775, over 2477890.95 frames. utt_duration=418.2 frames, utt_pad_proportion=0.0617, over 23770.62 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3013, pruned_loss=0.07338, over 2467565.66 frames. utt_duration=1217 frames, utt_pad_proportion=0.06995, over 8121.76 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2896, pruned_loss=0.05628, over 2479282.75 frames. utt_duration=388 frames, utt_pad_proportion=0.06282, over 25641.06 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 18:13:37,622 INFO [train.py:927] (3/8) Epoch 9, batch 19200, giga_loss[loss=0.2484, simple_loss=0.3276, pruned_loss=0.08461, over 12448.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04543, over 161.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05798, over 2477727.95 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06286, over 23830.98 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3016, pruned_loss=0.07348, over 2467563.58 frames. utt_duration=1218 frames, utt_pad_proportion=0.06942, over 8114.57 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05661, over 2478911.77 frames. utt_duration=391 frames, utt_pad_proportion=0.06381, over 25439.67 utterances.], batch size: 161, lr: 3.91e-04
2022-08-25 18:15:55,403 INFO [train.py:927] (3/8) Epoch 9, batch 19250, giga_loss[loss=0.1833, simple_loss=0.2616, pruned_loss=0.05256, over 12387.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1725, over 355.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2917, pruned_loss=0.05802, over 2478349.88 frames. utt_duration=404 frames, utt_pad_proportion=0.06641, over 24610.85 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.302, pruned_loss=0.07328, over 2467625.85 frames. utt_duration=1219 frames, utt_pad_proportion=0.06899, over 8104.02 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2905, pruned_loss=0.0569, over 2479367.09 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06703, over 26094.96 utterances.], batch size: 355, lr: 3.91e-04
2022-08-25 18:17:58,021 INFO [train.py:927] (3/8) Epoch 9, batch 19300, giga_loss[loss=0.2307, simple_loss=0.3066, pruned_loss=0.07738, over 12403.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02959, over 122.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2916, pruned_loss=0.05811, over 2478283.21 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06576, over 24303.10 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3023, pruned_loss=0.07334, over 2467704.37 frames. utt_duration=1218 frames, utt_pad_proportion=0.06786, over 8114.81 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2901, pruned_loss=0.05676, over 2479316.91 frames. utt_duration=384 frames, utt_pad_proportion=0.06658, over 25908.45 utterances.], batch size: 122, lr: 3.91e-04
2022-08-25 18:20:05,017 INFO [train.py:927] (3/8) Epoch 9, batch 19350, giga_loss[loss=0.1725, simple_loss=0.2522, pruned_loss=0.04638, over 12362.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2908, pruned_loss=0.05838, over 2477572.18 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06639, over 24307.46 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3024, pruned_loss=0.07349, over 2467420.58 frames. utt_duration=1209 frames, utt_pad_proportion=0.0712, over 8173.82 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2893, pruned_loss=0.05694, over 2478822.81 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06615, over 25809.53 utterances.], batch size: 356, lr: 3.91e-04
2022-08-25 18:22:09,594 INFO [train.py:927] (3/8) Epoch 9, batch 19400, giga_loss[loss=0.2194, simple_loss=0.3149, pruned_loss=0.06192, over 12412.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2901, pruned_loss=0.05742, over 2476655.23 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06503, over 23866.16 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3022, pruned_loss=0.07334, over 2467044.34 frames. utt_duration=1213 frames, utt_pad_proportion=0.07018, over 8145.53 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2889, pruned_loss=0.05613, over 2478181.81 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06518, over 25383.84 utterances.], batch size: 91, lr: 3.90e-04
2022-08-25 18:23:58,951 INFO [train.py:927] (3/8) Epoch 9, batch 19450, giga_loss[loss=0.2003, simple_loss=0.2924, pruned_loss=0.05411, over 12352.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03128, over 97.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2915, pruned_loss=0.05764, over 2476873.17 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06491, over 23081.58 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3022, pruned_loss=0.07349, over 2467486.99 frames. utt_duration=1220 frames, utt_pad_proportion=0.06811, over 8099.68 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2902, pruned_loss=0.05578, over 2478119.14 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06564, over 25011.46 utterances.], batch size: 97, lr: 3.90e-04
2022-08-25 18:26:09,225 INFO [train.py:927] (3/8) Epoch 9, batch 19500, giga_loss[loss=0.1955, simple_loss=0.2878, pruned_loss=0.05162, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2928, pruned_loss=0.05815, over 2477561.06 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06465, over 23541.36 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3028, pruned_loss=0.07378, over 2467796.95 frames. utt_duration=1215 frames, utt_pad_proportion=0.06796, over 8136.60 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2909, pruned_loss=0.05602, over 2478484.90 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06526, over 25418.94 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:28:17,509 INFO [train.py:927] (3/8) Epoch 9, batch 19550, giga_loss[loss=0.206, simple_loss=0.2976, pruned_loss=0.05723, over 12438.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07619, over 213.00 utterances.], tot_loss[loss=0.205, simple_loss=0.293, pruned_loss=0.05851, over 2477802.28 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06616, over 23738.79 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3024, pruned_loss=0.07357, over 2467695.96 frames. utt_duration=1212 frames, utt_pad_proportion=0.06932, over 8155.99 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2913, pruned_loss=0.0563, over 2479051.61 frames. utt_duration=384 frames, utt_pad_proportion=0.06607, over 25903.72 utterances.], batch size: 213, lr: 3.90e-04
2022-08-25 18:30:32,351 INFO [train.py:927] (3/8) Epoch 9, batch 19600, giga_loss[loss=0.2038, simple_loss=0.2924, pruned_loss=0.0576, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04173, over 34.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05821, over 2477854.10 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06538, over 23589.84 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3023, pruned_loss=0.07344, over 2467509.03 frames. utt_duration=1214 frames, utt_pad_proportion=0.06802, over 8137.27 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2924, pruned_loss=0.05624, over 2479214.47 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06571, over 25671.31 utterances.], batch size: 34, lr: 3.90e-04
2022-08-25 18:32:45,909 INFO [train.py:927] (3/8) Epoch 9, batch 19650, giga_loss[loss=0.271, simple_loss=0.3302, pruned_loss=0.1058, over 12401.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09424, over 255.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2949, pruned_loss=0.0587, over 2477659.09 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06523, over 23062.49 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3024, pruned_loss=0.07351, over 2467541.21 frames. utt_duration=1220 frames, utt_pad_proportion=0.06632, over 8102.13 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2934, pruned_loss=0.05653, over 2479064.64 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06602, over 25268.47 utterances.], batch size: 255, lr: 3.90e-04
2022-08-25 18:35:11,152 INFO [train.py:927] (3/8) Epoch 9, batch 19700, giga_loss[loss=0.195, simple_loss=0.2945, pruned_loss=0.04776, over 12415.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.05774, over 2478082.06 frames. utt_duration=437.1 frames, utt_pad_proportion=0.06319, over 22737.05 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3023, pruned_loss=0.07339, over 2467631.14 frames. utt_duration=1222 frames, utt_pad_proportion=0.06585, over 8086.13 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2918, pruned_loss=0.056, over 2479208.98 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06411, over 24624.02 utterances.], batch size: 161, lr: 3.90e-04
2022-08-25 18:37:16,727 INFO [train.py:927] (3/8) Epoch 9, batch 19750, giga_loss[loss=0.2082, simple_loss=0.2951, pruned_loss=0.06067, over 12362.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02932, over 91.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.05717, over 2477788.25 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07193, over 24236.48 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3019, pruned_loss=0.07311, over 2467591.44 frames. utt_duration=1216 frames, utt_pad_proportion=0.0688, over 8124.37 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2911, pruned_loss=0.05568, over 2478946.37 frames. utt_duration=381.8 frames, utt_pad_proportion=0.07111, over 26052.63 utterances.], batch size: 91, lr: 3.90e-04
2022-08-25 18:39:16,050 INFO [train.py:927] (3/8) Epoch 9, batch 19800, giga_loss[loss=0.2002, simple_loss=0.2922, pruned_loss=0.05406, over 12423.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05559, over 162.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2939, pruned_loss=0.0581, over 2477747.04 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07097, over 24456.96 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.302, pruned_loss=0.07329, over 2467827.56 frames. utt_duration=1210 frames, utt_pad_proportion=0.06955, over 8170.13 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.293, pruned_loss=0.05655, over 2478582.12 frames. utt_duration=381.5 frames, utt_pad_proportion=0.0702, over 26068.76 utterances.], batch size: 162, lr: 3.90e-04
2022-08-25 18:41:06,118 INFO [train.py:927] (3/8) Epoch 9, batch 19850, giga_loss[loss=0.2042, simple_loss=0.2996, pruned_loss=0.0544, over 12424.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06229, over 183.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05821, over 2477926.84 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07083, over 25207.75 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3022, pruned_loss=0.07333, over 2467907.53 frames. utt_duration=1209 frames, utt_pad_proportion=0.06906, over 8176.46 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2922, pruned_loss=0.05676, over 2478657.06 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07038, over 26685.28 utterances.], batch size: 183, lr: 3.90e-04
2022-08-25 18:43:00,669 INFO [train.py:927] (3/8) Epoch 9, batch 19900, giga_loss[loss=0.2294, simple_loss=0.3184, pruned_loss=0.07024, over 12279.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.0374, over 51.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2951, pruned_loss=0.06004, over 2477565.12 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07294, over 25124.02 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3019, pruned_loss=0.07331, over 2467960.43 frames. utt_duration=1205 frames, utt_pad_proportion=0.07205, over 8201.96 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2943, pruned_loss=0.05843, over 2478430.38 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07172, over 26840.59 utterances.], batch size: 51, lr: 3.90e-04
2022-08-25 18:44:43,725 INFO [train.py:927] (3/8) Epoch 9, batch 19950, giga_loss[loss=0.2388, simple_loss=0.3348, pruned_loss=0.07144, over 12402.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3021, pruned_loss=0.06373, over 2476513.26 frames. utt_duration=409.3 frames, utt_pad_proportion=0.07365, over 24274.08 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07316, over 2468110.29 frames. utt_duration=1208 frames, utt_pad_proportion=0.07105, over 8185.92 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.3016, pruned_loss=0.06238, over 2477236.49 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07286, over 25929.96 utterances.], batch size: 133, lr: 3.90e-04
2022-08-25 18:46:24,695 INFO [train.py:927] (3/8) Epoch 9, batch 20000, giga_loss[loss=0.2059, simple_loss=0.2888, pruned_loss=0.06147, over 12400.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05055, over 161.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3004, pruned_loss=0.0641, over 2476253.90 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07283, over 23235.93 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3017, pruned_loss=0.0732, over 2468039.61 frames. utt_duration=1208 frames, utt_pad_proportion=0.07062, over 8185.40 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.3, pruned_loss=0.06279, over 2477065.14 frames. utt_duration=399.2 frames, utt_pad_proportion=0.0724, over 24900.22 utterances.], batch size: 161, lr: 3.90e-04
2022-08-25 18:48:09,988 INFO [train.py:927] (3/8) Epoch 9, batch 20050, giga_loss[loss=0.1835, simple_loss=0.2679, pruned_loss=0.04959, over 12356.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03316, over 104.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2943, pruned_loss=0.0623, over 2475804.04 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07678, over 23085.80 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3017, pruned_loss=0.07325, over 2467772.67 frames. utt_duration=1210 frames, utt_pad_proportion=0.06995, over 8169.92 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.06104, over 2476826.75 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07642, over 24684.00 utterances.], batch size: 104, lr: 3.90e-04
2022-08-25 18:49:52,259 INFO [train.py:927] (3/8) Epoch 9, batch 20100, giga_loss[loss=0.1622, simple_loss=0.2484, pruned_loss=0.03798, over 12389.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04443, over 146.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2854, pruned_loss=0.05894, over 2474826.84 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07295, over 21899.74 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3013, pruned_loss=0.07306, over 2467917.92 frames. utt_duration=1216 frames, utt_pad_proportion=0.06873, over 8125.10 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2853, pruned_loss=0.05783, over 2475692.39 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07327, over 23528.83 utterances.], batch size: 146, lr: 3.90e-04
2022-08-25 18:51:35,238 INFO [train.py:927] (3/8) Epoch 9, batch 20150, giga_loss[loss=0.1587, simple_loss=0.248, pruned_loss=0.03475, over 12326.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03161, over 70.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2799, pruned_loss=0.05688, over 2474466.37 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07633, over 22069.53 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3013, pruned_loss=0.07303, over 2467675.81 frames. utt_duration=1219 frames, utt_pad_proportion=0.06794, over 8106.31 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2795, pruned_loss=0.05583, over 2475453.18 frames. utt_duration=421.9 frames, utt_pad_proportion=0.0766, over 23549.05 utterances.], batch size: 70, lr: 3.90e-04
2022-08-25 18:53:19,184 INFO [train.py:927] (3/8) Epoch 9, batch 20200, giga_loss[loss=0.179, simple_loss=0.2461, pruned_loss=0.05595, over 12342.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1796, over 362.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2758, pruned_loss=0.05539, over 2473843.56 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07295, over 21079.06 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3015, pruned_loss=0.0731, over 2467659.12 frames. utt_duration=1218 frames, utt_pad_proportion=0.06737, over 8115.75 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2747, pruned_loss=0.05408, over 2474794.67 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07358, over 22560.72 utterances.], batch size: 362, lr: 3.90e-04
2022-08-25 18:55:00,060 INFO [train.py:927] (3/8) Epoch 9, batch 20250, giga_loss[loss=0.1461, simple_loss=0.2368, pruned_loss=0.02768, over 12370.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02689, over 66.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2719, pruned_loss=0.05428, over 2473991.03 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07149, over 20575.92 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3016, pruned_loss=0.07345, over 2467494.76 frames. utt_duration=1211 frames, utt_pad_proportion=0.06971, over 8159.69 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2701, pruned_loss=0.05232, over 2475105.97 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07138, over 22137.63 utterances.], batch size: 66, lr: 3.90e-04
2022-08-25 18:56:40,905 INFO [train.py:927] (3/8) Epoch 9, batch 20300, giga_loss[loss=0.1613, simple_loss=0.2444, pruned_loss=0.03909, over 12430.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.1847, simple_loss=0.2662, pruned_loss=0.05161, over 2474001.21 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07237, over 20350.99 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3015, pruned_loss=0.07341, over 2467531.50 frames. utt_duration=1212 frames, utt_pad_proportion=0.06905, over 8152.36 utterances.], giga_tot_loss[loss=0.1821, simple_loss=0.2644, pruned_loss=0.04985, over 2474937.85 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07246, over 21751.46 utterances.], batch size: 105, lr: 3.90e-04
2022-08-25 18:58:19,236 INFO [train.py:927] (3/8) Epoch 9, batch 20350, giga_loss[loss=0.1679, simple_loss=0.2439, pruned_loss=0.04596, over 12414.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04105, over 37.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2631, pruned_loss=0.05055, over 2474350.17 frames. utt_duration=508 frames, utt_pad_proportion=0.07227, over 19538.60 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3023, pruned_loss=0.074, over 2468075.90 frames. utt_duration=1189 frames, utt_pad_proportion=0.07643, over 8314.18 utterances.], giga_tot_loss[loss=0.1778, simple_loss=0.2598, pruned_loss=0.0479, over 2474820.72 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0698, over 20894.29 utterances.], batch size: 37, lr: 3.90e-04
2022-08-25 18:59:59,879 INFO [train.py:927] (3/8) Epoch 9, batch 20400, giga_loss[loss=0.2435, simple_loss=0.3307, pruned_loss=0.07812, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03103, over 97.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2694, pruned_loss=0.05401, over 2472980.22 frames. utt_duration=516.6 frames, utt_pad_proportion=0.07139, over 19201.58 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3022, pruned_loss=0.07408, over 2467911.55 frames. utt_duration=1187 frames, utt_pad_proportion=0.07826, over 8330.17 utterances.], giga_tot_loss[loss=0.1836, simple_loss=0.2654, pruned_loss=0.05088, over 2473725.73 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06857, over 20732.98 utterances.], batch size: 97, lr: 3.90e-04
2022-08-25 19:01:41,333 INFO [train.py:927] (3/8) Epoch 9, batch 20450, giga_loss[loss=0.2536, simple_loss=0.3346, pruned_loss=0.08628, over 12394.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04442, over 146.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2789, pruned_loss=0.05832, over 2473232.21 frames. utt_duration=524.7 frames, utt_pad_proportion=0.07043, over 18907.48 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3021, pruned_loss=0.07407, over 2467904.26 frames. utt_duration=1189 frames, utt_pad_proportion=0.07738, over 8315.76 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2752, pruned_loss=0.05553, over 2473926.71 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06853, over 20343.87 utterances.], batch size: 146, lr: 3.90e-04
2022-08-25 19:03:23,443 INFO [train.py:927] (3/8) Epoch 9, batch 20500, giga_loss[loss=0.1726, simple_loss=0.2724, pruned_loss=0.03636, over 12344.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04731, over 26.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2853, pruned_loss=0.06043, over 2472884.56 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06942, over 18789.51 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3021, pruned_loss=0.07409, over 2467994.71 frames. utt_duration=1193 frames, utt_pad_proportion=0.07624, over 8287.75 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.282, pruned_loss=0.05794, over 2473442.53 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06832, over 20134.19 utterances.], batch size: 26, lr: 3.90e-04
2022-08-25 19:05:07,555 INFO [train.py:927] (3/8) Epoch 9, batch 20550, giga_loss[loss=0.1695, simple_loss=0.2611, pruned_loss=0.03901, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03339, over 28.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.289, pruned_loss=0.06135, over 2473055.56 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06731, over 18831.54 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.302, pruned_loss=0.07392, over 2468245.79 frames. utt_duration=1198 frames, utt_pad_proportion=0.07482, over 8250.93 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2861, pruned_loss=0.0592, over 2473378.04 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06701, over 20173.76 utterances.], batch size: 28, lr: 3.89e-04
2022-08-25 19:06:50,645 INFO [train.py:927] (3/8) Epoch 9, batch 20600, giga_loss[loss=0.2345, simple_loss=0.3159, pruned_loss=0.07655, over 12465.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0343, over 86.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2932, pruned_loss=0.0638, over 2473189.10 frames. utt_duration=516.8 frames, utt_pad_proportion=0.07079, over 19195.97 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.302, pruned_loss=0.07386, over 2468295.26 frames. utt_duration=1197 frames, utt_pad_proportion=0.0745, over 8256.80 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2908, pruned_loss=0.06194, over 2473499.83 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0704, over 20445.29 utterances.], batch size: 86, lr: 3.89e-04
2022-08-25 19:08:30,807 INFO [train.py:927] (3/8) Epoch 9, batch 20650, giga_loss[loss=0.2497, simple_loss=0.3365, pruned_loss=0.08145, over 12355.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2968, pruned_loss=0.06516, over 2473269.72 frames. utt_duration=532.7 frames, utt_pad_proportion=0.07117, over 18624.53 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3019, pruned_loss=0.07377, over 2468356.70 frames. utt_duration=1199 frames, utt_pad_proportion=0.07349, over 8246.30 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2948, pruned_loss=0.06354, over 2473582.83 frames. utt_duration=499.3 frames, utt_pad_proportion=0.0712, over 19876.94 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:10:12,583 INFO [train.py:927] (3/8) Epoch 9, batch 20700, giga_loss[loss=0.2109, simple_loss=0.3011, pruned_loss=0.06034, over 12445.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03148, over 75.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2996, pruned_loss=0.06573, over 2472771.05 frames. utt_duration=521.9 frames, utt_pad_proportion=0.07564, over 19007.80 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3017, pruned_loss=0.07365, over 2468234.72 frames. utt_duration=1201 frames, utt_pad_proportion=0.07297, over 8227.89 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2981, pruned_loss=0.0645, over 2473168.31 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07565, over 20105.87 utterances.], batch size: 75, lr: 3.89e-04
2022-08-25 19:11:54,856 INFO [train.py:927] (3/8) Epoch 9, batch 20750, giga_loss[loss=0.211, simple_loss=0.2994, pruned_loss=0.06123, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03316, over 42.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3009, pruned_loss=0.06539, over 2472672.31 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06987, over 18042.56 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3018, pruned_loss=0.07354, over 2468170.66 frames. utt_duration=1206 frames, utt_pad_proportion=0.07129, over 8193.47 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2996, pruned_loss=0.06429, over 2473209.34 frames. utt_duration=515.8 frames, utt_pad_proportion=0.07084, over 19233.41 utterances.], batch size: 42, lr: 3.89e-04
2022-08-25 19:13:34,830 INFO [train.py:927] (3/8) Epoch 9, batch 20800, giga_loss[loss=0.2096, simple_loss=0.2993, pruned_loss=0.05999, over 12412.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04094, over 37.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3016, pruned_loss=0.06546, over 2473032.68 frames. utt_duration=564.4 frames, utt_pad_proportion=0.0675, over 17572.47 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3016, pruned_loss=0.07337, over 2468192.31 frames. utt_duration=1210 frames, utt_pad_proportion=0.07025, over 8166.80 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3007, pruned_loss=0.06458, over 2473542.93 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06883, over 18716.85 utterances.], batch size: 37, lr: 3.89e-04
2022-08-25 19:15:17,790 INFO [train.py:927] (3/8) Epoch 9, batch 20850, giga_loss[loss=0.2226, simple_loss=0.3055, pruned_loss=0.06985, over 12444.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03162, over 80.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3029, pruned_loss=0.06742, over 2472676.69 frames. utt_duration=564.6 frames, utt_pad_proportion=0.07156, over 17564.98 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3006, pruned_loss=0.07283, over 2467794.75 frames. utt_duration=1220 frames, utt_pad_proportion=0.0689, over 8100.60 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3031, pruned_loss=0.06702, over 2473567.93 frames. utt_duration=528 frames, utt_pad_proportion=0.07286, over 18792.57 utterances.], batch size: 80, lr: 3.89e-04
2022-08-25 19:17:01,819 INFO [train.py:927] (3/8) Epoch 9, batch 20900, giga_loss[loss=0.2141, simple_loss=0.2983, pruned_loss=0.06494, over 12262.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02558, over 54.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3028, pruned_loss=0.06872, over 2473080.90 frames. utt_duration=569.4 frames, utt_pad_proportion=0.07031, over 17418.39 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3005, pruned_loss=0.07291, over 2467730.21 frames. utt_duration=1214 frames, utt_pad_proportion=0.07147, over 8142.16 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3031, pruned_loss=0.06818, over 2473999.26 frames. utt_duration=533.2 frames, utt_pad_proportion=0.07031, over 18613.18 utterances.], batch size: 54, lr: 3.89e-04
2022-08-25 19:18:46,106 INFO [train.py:927] (3/8) Epoch 9, batch 20950, giga_loss[loss=0.2119, simple_loss=0.2984, pruned_loss=0.06271, over 12334.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02414, over 45.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3021, pruned_loss=0.06873, over 2472530.03 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06508, over 16934.18 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3003, pruned_loss=0.0728, over 2467106.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.07053, over 8122.72 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3026, pruned_loss=0.06831, over 2473935.78 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06574, over 18111.35 utterances.], batch size: 45, lr: 3.89e-04
2022-08-25 19:20:38,924 INFO [train.py:927] (3/8) Epoch 9, batch 21000, giga_loss[loss=0.2084, simple_loss=0.2944, pruned_loss=0.06116, over 12310.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03005, over 66.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3006, pruned_loss=0.06753, over 2473507.55 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06399, over 18085.05 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3003, pruned_loss=0.0728, over 2467106.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.07053, over 8122.72 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.301, pruned_loss=0.06721, over 2474601.66 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06453, over 19001.26 utterances.], batch size: 66, lr: 3.89e-04
2022-08-25 19:20:38,925 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 19:20:52,828 INFO [train.py:967] (3/8) 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 19:22:35,499 INFO [train.py:927] (3/8) Epoch 9, batch 21050, giga_loss[loss=0.1928, simple_loss=0.2742, pruned_loss=0.05563, over 12450.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04298, over 114.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.297, pruned_loss=0.06606, over 2474231.41 frames. utt_duration=550 frames, utt_pad_proportion=0.06321, over 18042.71 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3007, pruned_loss=0.07304, over 2467364.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.06981, over 8123.98 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2969, pruned_loss=0.06544, over 2475029.59 frames. utt_duration=522.5 frames, utt_pad_proportion=0.0639, over 19001.56 utterances.], batch size: 114, lr: 3.89e-04
2022-08-25 19:24:18,006 INFO [train.py:927] (3/8) Epoch 9, batch 21100, giga_loss[loss=0.1859, simple_loss=0.2557, pruned_loss=0.05801, over 12357.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2942, pruned_loss=0.06529, over 2474120.49 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07453, over 19604.76 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3007, pruned_loss=0.07306, over 2467353.83 frames. utt_duration=1214 frames, utt_pad_proportion=0.06879, over 8139.40 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2939, pruned_loss=0.06453, over 2475006.09 frames. utt_duration=479.7 frames, utt_pad_proportion=0.0749, over 20703.36 utterances.], batch size: 369, lr: 3.89e-04
2022-08-25 19:26:01,875 INFO [train.py:927] (3/8) Epoch 9, batch 21150, giga_loss[loss=0.1726, simple_loss=0.2574, pruned_loss=0.04387, over 12451.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.0401, over 26.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2935, pruned_loss=0.06526, over 2474300.12 frames. utt_duration=525.1 frames, utt_pad_proportion=0.07381, over 18902.20 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3002, pruned_loss=0.07303, over 2467567.81 frames. utt_duration=1221 frames, utt_pad_proportion=0.06676, over 8091.84 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2935, pruned_loss=0.06438, over 2475088.37 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07504, over 20258.24 utterances.], batch size: 26, lr: 3.89e-04
2022-08-25 19:27:43,643 INFO [train.py:927] (3/8) Epoch 9, batch 21200, giga_loss[loss=0.202, simple_loss=0.282, pruned_loss=0.06099, over 12266.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.0277, over 54.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2929, pruned_loss=0.06572, over 2473614.21 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07532, over 19261.98 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3003, pruned_loss=0.07322, over 2467519.67 frames. utt_duration=1202 frames, utt_pad_proportion=0.0735, over 8218.49 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2925, pruned_loss=0.06458, over 2474482.51 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07367, over 20574.26 utterances.], batch size: 54, lr: 3.89e-04
2022-08-25 19:29:26,799 INFO [train.py:927] (3/8) Epoch 9, batch 21250, giga_loss[loss=0.209, simple_loss=0.285, pruned_loss=0.06645, over 12439.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03556, over 98.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2895, pruned_loss=0.06465, over 2473196.69 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07483, over 19107.34 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3005, pruned_loss=0.07344, over 2467298.51 frames. utt_duration=1207 frames, utt_pad_proportion=0.07245, over 8185.41 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2888, pruned_loss=0.06338, over 2474202.45 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07398, over 20389.53 utterances.], batch size: 98, lr: 3.89e-04
2022-08-25 19:31:07,175 INFO [train.py:927] (3/8) Epoch 9, batch 21300, giga_loss[loss=0.2025, simple_loss=0.283, pruned_loss=0.06105, over 12421.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03871, over 133.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2867, pruned_loss=0.06372, over 2472937.94 frames. utt_duration=556.8 frames, utt_pad_proportion=0.0686, over 17812.55 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3009, pruned_loss=0.07377, over 2467513.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.07181, over 8205.49 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2855, pruned_loss=0.06217, over 2473696.64 frames. utt_duration=519.8 frames, utt_pad_proportion=0.0685, over 19090.74 utterances.], batch size: 133, lr: 3.89e-04
2022-08-25 19:32:50,527 INFO [train.py:927] (3/8) Epoch 9, batch 21350, giga_loss[loss=0.1923, simple_loss=0.2691, pruned_loss=0.05777, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03753, over 37.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2854, pruned_loss=0.06338, over 2472208.64 frames. utt_duration=567.6 frames, utt_pad_proportion=0.0713, over 17467.44 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3015, pruned_loss=0.07412, over 2467319.58 frames. utt_duration=1192 frames, utt_pad_proportion=0.07413, over 8286.93 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2831, pruned_loss=0.06131, over 2473239.44 frames. utt_duration=526 frames, utt_pad_proportion=0.07001, over 18861.24 utterances.], batch size: 37, lr: 3.89e-04
2022-08-25 19:34:31,998 INFO [train.py:927] (3/8) Epoch 9, batch 21400, giga_loss[loss=0.1911, simple_loss=0.2685, pruned_loss=0.0568, over 12358.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0279, over 48.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2834, pruned_loss=0.06241, over 2472288.27 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06745, over 16733.22 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3023, pruned_loss=0.07424, over 2467412.49 frames. utt_duration=1197 frames, utt_pad_proportion=0.07277, over 8255.93 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2805, pruned_loss=0.06033, over 2473137.13 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06717, over 18115.79 utterances.], batch size: 48, lr: 3.89e-04
2022-08-25 19:36:18,031 INFO [train.py:927] (3/8) Epoch 9, batch 21450, giga_loss[loss=0.1919, simple_loss=0.2632, pruned_loss=0.06023, over 12420.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04408, over 31.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2822, pruned_loss=0.06208, over 2472363.02 frames. utt_duration=591.8 frames, utt_pad_proportion=0.06763, over 16751.68 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3015, pruned_loss=0.07381, over 2467392.59 frames. utt_duration=1203 frames, utt_pad_proportion=0.07183, over 8212.14 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2802, pruned_loss=0.0606, over 2473162.91 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06778, over 18056.68 utterances.], batch size: 31, lr: 3.89e-04
2022-08-25 19:38:02,510 INFO [train.py:927] (3/8) Epoch 9, batch 21500, giga_loss[loss=0.2539, simple_loss=0.3265, pruned_loss=0.09061, over 12435.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04192, over 146.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2866, pruned_loss=0.06479, over 2472424.94 frames. utt_duration=589.7 frames, utt_pad_proportion=0.0678, over 16814.52 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3015, pruned_loss=0.07395, over 2467251.40 frames. utt_duration=1182 frames, utt_pad_proportion=0.07927, over 8359.29 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2843, pruned_loss=0.06312, over 2473383.68 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06485, over 18050.20 utterances.], batch size: 146, lr: 3.89e-04
2022-08-25 19:39:42,730 INFO [train.py:927] (3/8) Epoch 9, batch 21550, giga_loss[loss=0.2698, simple_loss=0.3359, pruned_loss=0.1019, over 12388.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2919, pruned_loss=0.06774, over 2473081.07 frames. utt_duration=564.5 frames, utt_pad_proportion=0.0671, over 17570.98 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3009, pruned_loss=0.07368, over 2466913.83 frames. utt_duration=1181 frames, utt_pad_proportion=0.0786, over 8367.25 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2902, pruned_loss=0.06639, over 2474337.30 frames. utt_duration=527 frames, utt_pad_proportion=0.06493, over 18833.75 utterances.], batch size: 257, lr: 3.89e-04
2022-08-25 19:41:25,974 INFO [train.py:927] (3/8) Epoch 9, batch 21600, giga_loss[loss=0.2625, simple_loss=0.3364, pruned_loss=0.09429, over 12370.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06012, over 182.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2964, pruned_loss=0.06903, over 2473769.40 frames. utt_duration=541.3 frames, utt_pad_proportion=0.07105, over 18329.29 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3002, pruned_loss=0.07338, over 2467308.80 frames. utt_duration=1188 frames, utt_pad_proportion=0.07726, over 8319.45 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2956, pruned_loss=0.06811, over 2474568.38 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06958, over 19597.84 utterances.], batch size: 182, lr: 3.89e-04
2022-08-25 19:43:07,296 INFO [train.py:927] (3/8) Epoch 9, batch 21650, libri_loss[loss=0.2594, simple_loss=0.3289, pruned_loss=0.09492, over 12409.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03672, over 46.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3026, pruned_loss=0.07205, over 2473579.06 frames. utt_duration=528.5 frames, utt_pad_proportion=0.0757, over 18775.84 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3008, pruned_loss=0.07374, over 2467450.48 frames. utt_duration=1188 frames, utt_pad_proportion=0.07595, over 8320.94 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3013, pruned_loss=0.07085, over 2474327.39 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07463, over 20155.77 utterances.], batch size: 46, lr: 3.89e-04
2022-08-25 19:44:49,614 INFO [train.py:927] (3/8) Epoch 9, batch 21700, giga_loss[loss=0.1984, simple_loss=0.2844, pruned_loss=0.05619, over 12326.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.0322, over 85.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.301, pruned_loss=0.07036, over 2472738.38 frames. utt_duration=512.7 frames, utt_pad_proportion=0.07858, over 19347.76 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3007, pruned_loss=0.07375, over 2467464.15 frames. utt_duration=1185 frames, utt_pad_proportion=0.07761, over 8337.63 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3001, pruned_loss=0.0693, over 2473517.68 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07697, over 20813.22 utterances.], batch size: 85, lr: 3.89e-04
2022-08-25 19:46:33,139 INFO [train.py:927] (3/8) Epoch 9, batch 21750, giga_loss[loss=0.2019, simple_loss=0.291, pruned_loss=0.05644, over 12276.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02593, over 42.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2991, pruned_loss=0.06764, over 2473401.71 frames. utt_duration=537.7 frames, utt_pad_proportion=0.07384, over 18451.46 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3, pruned_loss=0.07353, over 2467761.06 frames. utt_duration=1192 frames, utt_pad_proportion=0.0766, over 8292.23 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2989, pruned_loss=0.06691, over 2473865.86 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07318, over 19838.87 utterances.], batch size: 42, lr: 3.88e-04
2022-08-25 19:48:17,896 INFO [train.py:927] (3/8) Epoch 9, batch 21800, giga_loss[loss=0.2331, simple_loss=0.3138, pruned_loss=0.07619, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3, pruned_loss=0.0681, over 2472915.99 frames. utt_duration=542.7 frames, utt_pad_proportion=0.07381, over 18278.32 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2994, pruned_loss=0.07333, over 2467237.13 frames. utt_duration=1200 frames, utt_pad_proportion=0.07553, over 8237.42 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3004, pruned_loss=0.06758, over 2473859.16 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07363, over 19644.28 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 19:50:01,113 INFO [train.py:927] (3/8) Epoch 9, batch 21850, giga_loss[loss=0.2365, simple_loss=0.3111, pruned_loss=0.08089, over 12356.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03677, over 122.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3016, pruned_loss=0.06902, over 2472824.97 frames. utt_duration=553.9 frames, utt_pad_proportion=0.07016, over 17905.09 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2994, pruned_loss=0.07335, over 2467133.21 frames. utt_duration=1201 frames, utt_pad_proportion=0.07496, over 8226.06 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3019, pruned_loss=0.06856, over 2473736.27 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07044, over 19076.86 utterances.], batch size: 122, lr: 3.88e-04
2022-08-25 19:51:45,673 INFO [train.py:927] (3/8) Epoch 9, batch 21900, giga_loss[loss=0.2157, simple_loss=0.2955, pruned_loss=0.06793, over 12296.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02523, over 54.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3037, pruned_loss=0.07091, over 2473224.17 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06773, over 17825.02 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2995, pruned_loss=0.0733, over 2467318.54 frames. utt_duration=1190 frames, utt_pad_proportion=0.07841, over 8305.37 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.304, pruned_loss=0.0705, over 2473918.01 frames. utt_duration=525 frames, utt_pad_proportion=0.06656, over 18901.83 utterances.], batch size: 54, lr: 3.88e-04
2022-08-25 19:53:29,896 INFO [train.py:927] (3/8) Epoch 9, batch 21950, giga_loss[loss=0.2154, simple_loss=0.302, pruned_loss=0.06441, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3041, pruned_loss=0.07078, over 2472221.40 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06685, over 17130.13 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2994, pruned_loss=0.07335, over 2467230.06 frames. utt_duration=1194 frames, utt_pad_proportion=0.07697, over 8278.79 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3045, pruned_loss=0.07034, over 2473094.06 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06638, over 18376.28 utterances.], batch size: 45, lr: 3.88e-04
2022-08-25 19:55:12,109 INFO [train.py:927] (3/8) Epoch 9, batch 22000, giga_loss[loss=0.2338, simple_loss=0.3028, pruned_loss=0.08235, over 12336.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.0484, over 26.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3054, pruned_loss=0.07154, over 2471919.96 frames. utt_duration=568.7 frames, utt_pad_proportion=0.0685, over 17433.37 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.2996, pruned_loss=0.07348, over 2467273.65 frames. utt_duration=1191 frames, utt_pad_proportion=0.07676, over 8293.98 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07105, over 2472610.27 frames. utt_duration=536.5 frames, utt_pad_proportion=0.0681, over 18486.10 utterances.], batch size: 26, lr: 3.88e-04
2022-08-25 19:56:55,113 INFO [train.py:927] (3/8) Epoch 9, batch 22050, libri_loss[loss=0.2434, simple_loss=0.3226, pruned_loss=0.08213, over 12402.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03761, over 46.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3046, pruned_loss=0.07111, over 2472456.08 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06674, over 17506.22 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2994, pruned_loss=0.07334, over 2467236.70 frames. utt_duration=1196 frames, utt_pad_proportion=0.07519, over 8262.78 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3051, pruned_loss=0.07076, over 2473158.50 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06705, over 18628.29 utterances.], batch size: 46, lr: 3.88e-04
2022-08-25 19:58:37,911 INFO [train.py:927] (3/8) Epoch 9, batch 22100, giga_loss[loss=0.194, simple_loss=0.2779, pruned_loss=0.05508, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04213, over 34.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3038, pruned_loss=0.07106, over 2472677.48 frames. utt_duration=594 frames, utt_pad_proportion=0.06269, over 16692.15 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2989, pruned_loss=0.07291, over 2467192.18 frames. utt_duration=1205 frames, utt_pad_proportion=0.07301, over 8198.44 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07109, over 2473479.55 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06397, over 17977.74 utterances.], batch size: 34, lr: 3.88e-04
2022-08-25 20:00:18,808 INFO [train.py:927] (3/8) Epoch 9, batch 22150, libri_loss[loss=0.2461, simple_loss=0.328, pruned_loss=0.08214, over 12429.00 frames. utt_duration=426.5 frames, utt_pad_proportion=0.3295, over 117.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3043, pruned_loss=0.07136, over 2471707.09 frames. utt_duration=619.3 frames, utt_pad_proportion=0.06649, over 16003.74 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2989, pruned_loss=0.07267, over 2467226.74 frames. utt_duration=1197 frames, utt_pad_proportion=0.07521, over 8254.91 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3054, pruned_loss=0.07154, over 2472520.10 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06596, over 17323.11 utterances.], batch size: 117, lr: 3.88e-04
2022-08-25 20:02:02,948 INFO [train.py:927] (3/8) Epoch 9, batch 22200, giga_loss[loss=0.2402, simple_loss=0.3177, pruned_loss=0.08136, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.02935, over 85.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3048, pruned_loss=0.07113, over 2471847.98 frames. utt_duration=618 frames, utt_pad_proportion=0.06492, over 16037.15 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2989, pruned_loss=0.07266, over 2467582.70 frames. utt_duration=1199 frames, utt_pad_proportion=0.07434, over 8242.19 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3057, pruned_loss=0.07125, over 2472218.10 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06494, over 17199.76 utterances.], batch size: 85, lr: 3.88e-04
2022-08-25 20:03:45,751 INFO [train.py:927] (3/8) Epoch 9, batch 22250, giga_loss[loss=0.221, simple_loss=0.3081, pruned_loss=0.06693, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03769, over 37.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3033, pruned_loss=0.07034, over 2472039.89 frames. utt_duration=609.1 frames, utt_pad_proportion=0.06932, over 16272.99 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2988, pruned_loss=0.07245, over 2467384.39 frames. utt_duration=1205 frames, utt_pad_proportion=0.07268, over 8199.46 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3042, pruned_loss=0.07058, over 2472619.25 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0697, over 17454.48 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 20:05:28,039 INFO [train.py:927] (3/8) Epoch 9, batch 22300, giga_loss[loss=0.3196, simple_loss=0.3682, pruned_loss=0.1355, over 12395.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3025, pruned_loss=0.07038, over 2471546.85 frames. utt_duration=594.9 frames, utt_pad_proportion=0.06797, over 16660.55 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2993, pruned_loss=0.07274, over 2467092.39 frames. utt_duration=1205 frames, utt_pad_proportion=0.07197, over 8197.21 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3029, pruned_loss=0.07022, over 2472431.77 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06857, over 17838.31 utterances.], batch size: 259, lr: 3.88e-04
2022-08-25 20:07:09,883 INFO [train.py:927] (3/8) Epoch 9, batch 22350, giga_loss[loss=0.1971, simple_loss=0.2769, pruned_loss=0.05862, over 12422.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.04032, over 40.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3008, pruned_loss=0.06979, over 2472369.24 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06336, over 16485.49 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2991, pruned_loss=0.07263, over 2466965.90 frames. utt_duration=1213 frames, utt_pad_proportion=0.06957, over 8145.44 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3014, pruned_loss=0.06965, over 2473376.30 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06508, over 17833.55 utterances.], batch size: 40, lr: 3.88e-04
2022-08-25 20:08:51,898 INFO [train.py:927] (3/8) Epoch 9, batch 22400, giga_loss[loss=0.2087, simple_loss=0.2931, pruned_loss=0.06211, over 12429.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03808, over 133.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2979, pruned_loss=0.06865, over 2471989.54 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06763, over 16865.41 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2994, pruned_loss=0.07282, over 2467184.16 frames. utt_duration=1202 frames, utt_pad_proportion=0.07339, over 8221.40 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2981, pruned_loss=0.06828, over 2472692.65 frames. utt_duration=549 frames, utt_pad_proportion=0.06702, over 18064.08 utterances.], batch size: 133, lr: 3.88e-04
2022-08-25 20:10:34,458 INFO [train.py:927] (3/8) Epoch 9, batch 22450, giga_loss[loss=0.181, simple_loss=0.2676, pruned_loss=0.04715, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03152, over 75.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2938, pruned_loss=0.06628, over 2472443.20 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06458, over 16500.82 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2986, pruned_loss=0.07245, over 2467259.29 frames. utt_duration=1211 frames, utt_pad_proportion=0.07141, over 8156.85 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2945, pruned_loss=0.06611, over 2473129.49 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06498, over 17838.54 utterances.], batch size: 75, lr: 3.88e-04
2022-08-25 20:12:16,235 INFO [train.py:927] (3/8) Epoch 9, batch 22500, giga_loss[loss=0.1953, simple_loss=0.2887, pruned_loss=0.051, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.0314, over 97.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2924, pruned_loss=0.06534, over 2472186.20 frames. utt_duration=614.8 frames, utt_pad_proportion=0.05975, over 16124.34 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2985, pruned_loss=0.07235, over 2467200.77 frames. utt_duration=1215 frames, utt_pad_proportion=0.07017, over 8131.10 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2929, pruned_loss=0.06513, over 2472913.87 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06085, over 17411.29 utterances.], batch size: 97, lr: 3.88e-04
2022-08-25 20:13:58,953 INFO [train.py:927] (3/8) Epoch 9, batch 22550, giga_loss[loss=0.2128, simple_loss=0.3138, pruned_loss=0.05583, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02696, over 70.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2937, pruned_loss=0.06492, over 2472479.08 frames. utt_duration=607.2 frames, utt_pad_proportion=0.05494, over 16327.40 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2982, pruned_loss=0.07234, over 2467331.90 frames. utt_duration=1219 frames, utt_pad_proportion=0.06947, over 8109.25 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2944, pruned_loss=0.06468, over 2473004.65 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05632, over 17474.54 utterances.], batch size: 70, lr: 3.88e-04
2022-08-25 20:15:38,213 INFO [train.py:927] (3/8) Epoch 9, batch 22600, giga_loss[loss=0.2522, simple_loss=0.3241, pruned_loss=0.0901, over 12362.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09856, over 256.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2938, pruned_loss=0.06378, over 2472752.68 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05729, over 17120.90 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2987, pruned_loss=0.07265, over 2467325.98 frames. utt_duration=1210 frames, utt_pad_proportion=0.07199, over 8165.68 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2938, pruned_loss=0.06311, over 2473289.28 frames. utt_duration=545.9 frames, utt_pad_proportion=0.05686, over 18172.46 utterances.], batch size: 256, lr: 3.88e-04
2022-08-25 20:17:19,155 INFO [train.py:927] (3/8) Epoch 9, batch 22650, giga_loss[loss=0.1855, simple_loss=0.2698, pruned_loss=0.05062, over 12147.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03471, over 33.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2934, pruned_loss=0.06341, over 2473409.14 frames. utt_duration=568.3 frames, utt_pad_proportion=0.0555, over 17456.27 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2988, pruned_loss=0.07273, over 2467464.40 frames. utt_duration=1208 frames, utt_pad_proportion=0.07219, over 8183.05 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2932, pruned_loss=0.06272, over 2473758.19 frames. utt_duration=540.8 frames, utt_pad_proportion=0.05506, over 18348.58 utterances.], batch size: 33, lr: 3.88e-04
2022-08-25 20:19:01,927 INFO [train.py:927] (3/8) Epoch 9, batch 22700, giga_loss[loss=0.1927, simple_loss=0.2697, pruned_loss=0.05791, over 12177.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03506, over 39.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.295, pruned_loss=0.06424, over 2473483.46 frames. utt_duration=560.4 frames, utt_pad_proportion=0.05302, over 17702.51 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2989, pruned_loss=0.0728, over 2467202.40 frames. utt_duration=1213 frames, utt_pad_proportion=0.07085, over 8148.84 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2947, pruned_loss=0.06343, over 2474138.61 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05318, over 18663.30 utterances.], batch size: 39, lr: 3.88e-04
2022-08-25 20:20:45,366 INFO [train.py:927] (3/8) Epoch 9, batch 22750, giga_loss[loss=0.2039, simple_loss=0.3, pruned_loss=0.05386, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03463, over 123.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2974, pruned_loss=0.06508, over 2473597.75 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05377, over 18091.64 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2989, pruned_loss=0.07271, over 2467126.40 frames. utt_duration=1214 frames, utt_pad_proportion=0.0703, over 8136.40 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2971, pruned_loss=0.06445, over 2474237.11 frames. utt_duration=523.7 frames, utt_pad_proportion=0.05402, over 18952.38 utterances.], batch size: 123, lr: 3.88e-04
2022-08-25 20:22:26,545 INFO [train.py:927] (3/8) Epoch 9, batch 22800, giga_loss[loss=0.216, simple_loss=0.299, pruned_loss=0.06654, over 12438.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03779, over 26.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2985, pruned_loss=0.06578, over 2473710.25 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05862, over 18032.30 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2986, pruned_loss=0.07252, over 2467314.22 frames. utt_duration=1208 frames, utt_pad_proportion=0.07304, over 8181.37 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2984, pruned_loss=0.06521, over 2474259.09 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05734, over 18975.69 utterances.], batch size: 26, lr: 3.88e-04
2022-08-25 20:24:07,464 INFO [train.py:927] (3/8) Epoch 9, batch 22850, libri_loss[loss=0.1888, simple_loss=0.2598, pruned_loss=0.05888, over 12210.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01027, over 29.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2978, pruned_loss=0.06515, over 2474253.72 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05567, over 17237.37 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2979, pruned_loss=0.07223, over 2467614.84 frames. utt_duration=1216 frames, utt_pad_proportion=0.07115, over 8126.98 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2983, pruned_loss=0.06469, over 2474664.81 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05531, over 18406.47 utterances.], batch size: 29, lr: 3.88e-04
2022-08-25 20:25:50,698 INFO [train.py:927] (3/8) Epoch 9, batch 22900, giga_loss[loss=0.1766, simple_loss=0.2652, pruned_loss=0.04399, over 12318.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02827, over 74.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2966, pruned_loss=0.06489, over 2473378.79 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05407, over 17166.43 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2976, pruned_loss=0.07205, over 2467467.44 frames. utt_duration=1219 frames, utt_pad_proportion=0.07023, over 8105.17 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2974, pruned_loss=0.06452, over 2473963.79 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05406, over 18315.12 utterances.], batch size: 74, lr: 3.88e-04
2022-08-25 20:27:30,984 INFO [train.py:927] (3/8) Epoch 9, batch 22950, giga_loss[loss=0.2245, simple_loss=0.3016, pruned_loss=0.07366, over 12410.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03387, over 80.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2943, pruned_loss=0.06388, over 2473099.87 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05093, over 16622.75 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2977, pruned_loss=0.07209, over 2467146.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.06878, over 8073.48 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2948, pruned_loss=0.06335, over 2474015.95 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05152, over 17808.14 utterances.], batch size: 80, lr: 3.87e-04
2022-08-25 20:29:18,827 INFO [train.py:927] (3/8) Epoch 9, batch 23000, giga_loss[loss=0.1983, simple_loss=0.277, pruned_loss=0.05977, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03634, over 30.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2956, pruned_loss=0.06342, over 2472990.48 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05377, over 17243.04 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2979, pruned_loss=0.07223, over 2467456.15 frames. utt_duration=1225 frames, utt_pad_proportion=0.06776, over 8064.16 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2957, pruned_loss=0.06271, over 2473525.80 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05437, over 18353.92 utterances.], batch size: 30, lr: 3.87e-04
2022-08-25 20:31:00,004 INFO [train.py:927] (3/8) Epoch 9, batch 23050, giga_loss[loss=0.2232, simple_loss=0.288, pruned_loss=0.07926, over 12187.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04206, over 28.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2948, pruned_loss=0.06357, over 2473223.95 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05615, over 16921.28 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2981, pruned_loss=0.07242, over 2467628.45 frames. utt_duration=1229 frames, utt_pad_proportion=0.06646, over 8038.84 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2946, pruned_loss=0.06261, over 2473605.57 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05694, over 18035.70 utterances.], batch size: 28, lr: 3.87e-04
2022-08-25 20:32:41,474 INFO [train.py:927] (3/8) Epoch 9, batch 23100, giga_loss[loss=0.1767, simple_loss=0.2651, pruned_loss=0.04414, over 12451.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03096, over 75.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.294, pruned_loss=0.06443, over 2472825.78 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05307, over 16924.92 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2982, pruned_loss=0.0725, over 2467512.59 frames. utt_duration=1232 frames, utt_pad_proportion=0.06584, over 8022.26 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2937, pruned_loss=0.0635, over 2473306.70 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05404, over 17935.57 utterances.], batch size: 75, lr: 3.87e-04
2022-08-25 20:34:21,280 INFO [train.py:927] (3/8) Epoch 9, batch 23150, giga_loss[loss=0.2058, simple_loss=0.2869, pruned_loss=0.0623, over 12361.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02858, over 91.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2926, pruned_loss=0.06406, over 2473492.87 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05086, over 16735.92 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.299, pruned_loss=0.07285, over 2467813.94 frames. utt_duration=1233 frames, utt_pad_proportion=0.06483, over 8017.93 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2916, pruned_loss=0.06285, over 2473734.45 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05202, over 17739.09 utterances.], batch size: 91, lr: 3.87e-04
2022-08-25 20:36:01,780 INFO [train.py:927] (3/8) Epoch 9, batch 23200, giga_loss[loss=0.1804, simple_loss=0.2727, pruned_loss=0.04406, over 12401.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05076, over 161.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2906, pruned_loss=0.06389, over 2473510.53 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05483, over 17369.89 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2994, pruned_loss=0.07314, over 2467956.65 frames. utt_duration=1224 frames, utt_pad_proportion=0.06769, over 8073.49 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2893, pruned_loss=0.06246, over 2473700.21 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05436, over 18338.42 utterances.], batch size: 161, lr: 3.87e-04
2022-08-25 20:37:44,300 INFO [train.py:927] (3/8) Epoch 9, batch 23250, giga_loss[loss=0.2393, simple_loss=0.3054, pruned_loss=0.08664, over 12351.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1884, over 362.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2873, pruned_loss=0.06289, over 2473003.77 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05857, over 17232.30 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2988, pruned_loss=0.07287, over 2467757.49 frames. utt_duration=1230 frames, utt_pad_proportion=0.06679, over 8033.33 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2866, pruned_loss=0.06181, over 2473438.95 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05827, over 18206.19 utterances.], batch size: 362, lr: 3.87e-04
2022-08-25 20:39:25,570 INFO [train.py:927] (3/8) Epoch 9, batch 23300, giga_loss[loss=0.2503, simple_loss=0.3271, pruned_loss=0.08675, over 12368.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07079, over 211.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2904, pruned_loss=0.06388, over 2472984.66 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05528, over 17272.32 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2987, pruned_loss=0.07285, over 2467968.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06588, over 8021.71 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2897, pruned_loss=0.06287, over 2473223.66 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05548, over 18220.12 utterances.], batch size: 211, lr: 3.87e-04
2022-08-25 20:41:05,829 INFO [train.py:927] (3/8) Epoch 9, batch 23350, giga_loss[loss=0.248, simple_loss=0.3178, pruned_loss=0.08914, over 12252.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02968, over 45.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2927, pruned_loss=0.0645, over 2472491.88 frames. utt_duration=574.5 frames, utt_pad_proportion=0.0578, over 17259.10 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2982, pruned_loss=0.0724, over 2467962.02 frames. utt_duration=1238 frames, utt_pad_proportion=0.06486, over 7983.49 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2925, pruned_loss=0.06392, over 2472812.80 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05818, over 18261.93 utterances.], batch size: 45, lr: 3.87e-04
2022-08-25 20:42:46,924 INFO [train.py:927] (3/8) Epoch 9, batch 23400, libri_loss[loss=0.3122, simple_loss=0.3576, pruned_loss=0.1334, over 12334.00 frames. utt_duration=412.7 frames, utt_pad_proportion=0.3501, over 120.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2954, pruned_loss=0.06613, over 2472457.32 frames. utt_duration=595 frames, utt_pad_proportion=0.05899, over 16664.63 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2989, pruned_loss=0.07298, over 2467997.12 frames. utt_duration=1229 frames, utt_pad_proportion=0.06752, over 8042.87 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2944, pruned_loss=0.06484, over 2472837.67 frames. utt_duration=559 frames, utt_pad_proportion=0.05785, over 17741.44 utterances.], batch size: 120, lr: 3.87e-04
2022-08-25 20:44:33,878 INFO [train.py:927] (3/8) Epoch 9, batch 23450, giga_loss[loss=0.2744, simple_loss=0.3308, pruned_loss=0.109, over 12364.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3017, pruned_loss=0.0709, over 2472685.84 frames. utt_duration=569 frames, utt_pad_proportion=0.06265, over 17428.76 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2988, pruned_loss=0.07284, over 2467932.25 frames. utt_duration=1234 frames, utt_pad_proportion=0.06627, over 8009.18 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.301, pruned_loss=0.06989, over 2473173.10 frames. utt_duration=535.7 frames, utt_pad_proportion=0.062, over 18517.06 utterances.], batch size: 369, lr: 3.87e-04
2022-08-25 20:46:15,434 INFO [train.py:927] (3/8) Epoch 9, batch 23500, giga_loss[loss=0.2407, simple_loss=0.321, pruned_loss=0.0802, over 12323.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03277, over 85.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3076, pruned_loss=0.07525, over 2473012.73 frames. utt_duration=543.6 frames, utt_pad_proportion=0.07081, over 18246.31 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.299, pruned_loss=0.07306, over 2467846.57 frames. utt_duration=1224 frames, utt_pad_proportion=0.06999, over 8077.18 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.307, pruned_loss=0.07428, over 2473672.39 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06862, over 19398.07 utterances.], batch size: 85, lr: 3.87e-04
2022-08-25 20:48:01,813 INFO [train.py:927] (3/8) Epoch 9, batch 23550, giga_loss[loss=0.3547, simple_loss=0.3975, pruned_loss=0.1559, over 12397.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07352, over 212.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3146, pruned_loss=0.08051, over 2473718.54 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07418, over 19042.51 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2991, pruned_loss=0.073, over 2468083.79 frames. utt_duration=1226 frames, utt_pad_proportion=0.06886, over 8060.77 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3142, pruned_loss=0.07986, over 2474132.44 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07271, over 20141.20 utterances.], batch size: 212, lr: 3.87e-04
2022-08-25 20:49:45,935 INFO [train.py:927] (3/8) Epoch 9, batch 23600, giga_loss[loss=0.3225, simple_loss=0.3629, pruned_loss=0.141, over 12363.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 371.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3192, pruned_loss=0.0847, over 2474433.79 frames. utt_duration=479.9 frames, utt_pad_proportion=0.08388, over 20686.44 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2992, pruned_loss=0.07296, over 2468392.15 frames. utt_duration=1229 frames, utt_pad_proportion=0.06766, over 8044.29 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3194, pruned_loss=0.08446, over 2474615.29 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08273, over 21833.15 utterances.], batch size: 371, lr: 3.87e-04
2022-08-25 20:51:30,445 INFO [train.py:927] (3/8) Epoch 9, batch 23650, giga_loss[loss=0.2697, simple_loss=0.3366, pruned_loss=0.1015, over 12375.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0314, over 104.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3244, pruned_loss=0.08968, over 2474229.66 frames. utt_duration=451.1 frames, utt_pad_proportion=0.08872, over 22009.30 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.299, pruned_loss=0.07294, over 2468072.88 frames. utt_duration=1223 frames, utt_pad_proportion=0.07076, over 8080.31 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3252, pruned_loss=0.08989, over 2474822.77 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08691, over 23249.49 utterances.], batch size: 104, lr: 3.87e-04
2022-08-25 20:53:17,709 INFO [train.py:927] (3/8) Epoch 9, batch 23700, giga_loss[loss=0.2264, simple_loss=0.3149, pruned_loss=0.06893, over 12349.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3268, pruned_loss=0.09106, over 2473742.60 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08445, over 21508.83 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2991, pruned_loss=0.07296, over 2467972.00 frames. utt_duration=1217 frames, utt_pad_proportion=0.07266, over 8123.28 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3285, pruned_loss=0.09188, over 2474520.57 frames. utt_duration=432.2 frames, utt_pad_proportion=0.08274, over 22978.83 utterances.], batch size: 70, lr: 3.87e-04
2022-08-25 20:55:05,446 INFO [train.py:927] (3/8) Epoch 9, batch 23750, giga_loss[loss=0.3106, simple_loss=0.3518, pruned_loss=0.1347, over 12346.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3297, pruned_loss=0.09409, over 2474243.21 frames. utt_duration=440.4 frames, utt_pad_proportion=0.0843, over 22545.77 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2991, pruned_loss=0.07296, over 2467972.00 frames. utt_duration=1217 frames, utt_pad_proportion=0.07266, over 8123.28 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.331, pruned_loss=0.09473, over 2474848.72 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08301, over 23689.89 utterances.], batch size: 370, lr: 3.87e-04
2022-08-25 20:56:49,477 INFO [train.py:927] (3/8) Epoch 9, batch 23800, giga_loss[loss=0.2933, simple_loss=0.3695, pruned_loss=0.1085, over 12395.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04411, over 146.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3316, pruned_loss=0.09426, over 2474270.09 frames. utt_duration=441 frames, utt_pad_proportion=0.08137, over 22516.53 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2992, pruned_loss=0.07286, over 2467775.03 frames. utt_duration=1223 frames, utt_pad_proportion=0.07148, over 8078.57 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3333, pruned_loss=0.09535, over 2475077.52 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08094, over 23797.78 utterances.], batch size: 146, lr: 3.87e-04
2022-08-25 20:58:34,296 INFO [train.py:927] (3/8) Epoch 9, batch 23850, giga_loss[loss=0.2329, simple_loss=0.3205, pruned_loss=0.07261, over 12434.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3317, pruned_loss=0.09414, over 2474028.48 frames. utt_duration=442.1 frames, utt_pad_proportion=0.082, over 22456.69 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2995, pruned_loss=0.07317, over 2467750.18 frames. utt_duration=1202 frames, utt_pad_proportion=0.07753, over 8222.57 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.334, pruned_loss=0.09559, over 2474955.36 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07988, over 23943.47 utterances.], batch size: 75, lr: 3.87e-04
2022-08-25 21:00:23,538 INFO [train.py:927] (3/8) Epoch 9, batch 23900, giga_loss[loss=0.198, simple_loss=0.2891, pruned_loss=0.05343, over 12454.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03341, over 43.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3302, pruned_loss=0.09217, over 2474293.61 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08553, over 22858.03 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2993, pruned_loss=0.0732, over 2467653.78 frames. utt_duration=1206 frames, utt_pad_proportion=0.07638, over 8197.05 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3333, pruned_loss=0.09394, over 2475341.64 frames. utt_duration=405.1 frames, utt_pad_proportion=0.08407, over 24530.04 utterances.], batch size: 43, lr: 3.87e-04
2022-08-25 21:02:09,106 INFO [train.py:927] (3/8) Epoch 9, batch 23950, giga_loss[loss=0.2507, simple_loss=0.3251, pruned_loss=0.08815, over 12461.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3277, pruned_loss=0.08995, over 2474142.62 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08327, over 22600.61 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.2997, pruned_loss=0.07344, over 2467533.10 frames. utt_duration=1205 frames, utt_pad_proportion=0.07549, over 8204.22 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3305, pruned_loss=0.09153, over 2475242.43 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08256, over 24254.24 utterances.], batch size: 98, lr: 3.87e-04
2022-08-25 21:03:53,795 INFO [train.py:927] (3/8) Epoch 9, batch 24000, libri_loss[loss=0.1889, simple_loss=0.2676, pruned_loss=0.05512, over 12437.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006406, over 32.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3247, pruned_loss=0.08782, over 2474316.92 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08097, over 21596.65 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2992, pruned_loss=0.07305, over 2467645.36 frames. utt_duration=1214 frames, utt_pad_proportion=0.07305, over 8142.10 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3286, pruned_loss=0.09023, over 2475383.24 frames. utt_duration=420.1 frames, utt_pad_proportion=0.08148, over 23651.93 utterances.], batch size: 32, lr: 3.87e-04
2022-08-25 21:03:53,796 INFO [train.py:958] (3/8) Computing validation loss
2022-08-25 21:04:08,555 INFO [train.py:967] (3/8) 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 21:06:01,892 INFO [train.py:927] (3/8) Epoch 9, batch 24050, giga_loss[loss=0.2456, simple_loss=0.3253, pruned_loss=0.08297, over 12447.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3237, pruned_loss=0.08674, over 2475105.26 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07788, over 21317.27 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.2996, pruned_loss=0.0734, over 2467622.18 frames. utt_duration=1216 frames, utt_pad_proportion=0.07191, over 8125.35 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3269, pruned_loss=0.08861, over 2476094.39 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07891, over 23193.04 utterances.], batch size: 123, lr: 3.87e-04
2022-08-25 21:07:51,596 INFO [train.py:927] (3/8) Epoch 9, batch 24100, giga_loss[loss=0.2363, simple_loss=0.3219, pruned_loss=0.07533, over 12432.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03905, over 123.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3236, pruned_loss=0.08478, over 2474313.59 frames. utt_duration=481 frames, utt_pad_proportion=0.07734, over 20639.45 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2994, pruned_loss=0.07342, over 2467471.89 frames. utt_duration=1221 frames, utt_pad_proportion=0.07074, over 8095.63 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3269, pruned_loss=0.08651, over 2475372.72 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07865, over 22450.11 utterances.], batch size: 123, lr: 3.87e-04
2022-08-25 21:09:36,503 INFO [train.py:927] (3/8) Epoch 9, batch 24150, giga_loss[loss=0.233, simple_loss=0.3131, pruned_loss=0.07639, over 12399.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02793, over 58.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3242, pruned_loss=0.08529, over 2474165.85 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07704, over 20691.01 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.2999, pruned_loss=0.0736, over 2467758.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.07291, over 8157.40 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3272, pruned_loss=0.08686, over 2474961.61 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0775, over 22489.14 utterances.], batch size: 58, lr: 3.86e-04
2022-08-25 21:11:20,420 INFO [train.py:927] (3/8) Epoch 9, batch 24200, libri_loss[loss=0.1852, simple_loss=0.2606, pruned_loss=0.05493, over 12213.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00938, over 29.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.08443, over 2474463.71 frames. utt_duration=482 frames, utt_pad_proportion=0.07293, over 20595.55 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2994, pruned_loss=0.07339, over 2467511.88 frames. utt_duration=1217 frames, utt_pad_proportion=0.0719, over 8121.60 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3252, pruned_loss=0.08614, over 2475491.02 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07394, over 22345.53 utterances.], batch size: 29, lr: 3.86e-04
2022-08-25 21:13:05,587 INFO [train.py:927] (3/8) Epoch 9, batch 24250, giga_loss[loss=0.2276, simple_loss=0.3047, pruned_loss=0.0752, over 12456.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03446, over 105.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3205, pruned_loss=0.08442, over 2474643.56 frames. utt_duration=457 frames, utt_pad_proportion=0.07891, over 21727.33 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2993, pruned_loss=0.0733, over 2467824.26 frames. utt_duration=1220 frames, utt_pad_proportion=0.07053, over 8102.81 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3237, pruned_loss=0.08609, over 2475329.87 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07972, over 23412.37 utterances.], batch size: 105, lr: 3.86e-04
2022-08-25 21:14:53,021 INFO [train.py:927] (3/8) Epoch 9, batch 24300, giga_loss[loss=0.2313, simple_loss=0.3149, pruned_loss=0.07382, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02589, over 48.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.319, pruned_loss=0.08218, over 2474412.82 frames. utt_duration=487 frames, utt_pad_proportion=0.07542, over 20381.98 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2988, pruned_loss=0.07303, over 2468125.27 frames. utt_duration=1225 frames, utt_pad_proportion=0.06843, over 8066.84 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.323, pruned_loss=0.0842, over 2474970.17 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07719, over 22323.46 utterances.], batch size: 48, lr: 3.86e-04
2022-08-25 21:16:42,343 INFO [train.py:927] (3/8) Epoch 9, batch 24350, giga_loss[loss=0.2274, simple_loss=0.3083, pruned_loss=0.07322, over 12450.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04349, over 134.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3181, pruned_loss=0.08134, over 2474498.95 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07639, over 20362.04 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2986, pruned_loss=0.07299, over 2468305.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.06741, over 8043.58 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3217, pruned_loss=0.08313, over 2474894.97 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07807, over 22124.20 utterances.], batch size: 134, lr: 3.86e-04
2022-08-25 21:18:26,925 INFO [train.py:927] (3/8) Epoch 9, batch 24400, giga_loss[loss=0.2831, simple_loss=0.3469, pruned_loss=0.1096, over 12388.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06405, over 183.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.0812, over 2474364.12 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07295, over 20283.07 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2986, pruned_loss=0.07304, over 2468314.55 frames. utt_duration=1231 frames, utt_pad_proportion=0.0669, over 8029.10 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3199, pruned_loss=0.08266, over 2474739.61 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07473, over 21855.00 utterances.], batch size: 183, lr: 3.86e-04
2022-08-25 21:20:13,636 INFO [train.py:927] (3/8) Epoch 9, batch 24450, giga_loss[loss=0.2105, simple_loss=0.2903, pruned_loss=0.06538, over 12488.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04348, over 34.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3161, pruned_loss=0.08152, over 2474453.62 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07745, over 20464.71 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2992, pruned_loss=0.07327, over 2468126.27 frames. utt_duration=1223 frames, utt_pad_proportion=0.07025, over 8081.88 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3184, pruned_loss=0.08264, over 2475052.35 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07771, over 21896.21 utterances.], batch size: 34, lr: 3.86e-04
2022-08-25 21:21:57,789 INFO [train.py:927] (3/8) Epoch 9, batch 24500, libri_loss[loss=0.2102, simple_loss=0.2923, pruned_loss=0.06403, over 12233.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005664, over 31.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3151, pruned_loss=0.08137, over 2473792.33 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07494, over 20199.21 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2993, pruned_loss=0.07328, over 2468218.13 frames. utt_duration=1216 frames, utt_pad_proportion=0.07076, over 8128.82 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3173, pruned_loss=0.08253, over 2474395.49 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07524, over 21715.15 utterances.], batch size: 31, lr: 3.86e-04
2022-08-25 21:23:43,157 INFO [train.py:927] (3/8) Epoch 9, batch 24550, giga_loss[loss=0.2314, simple_loss=0.3147, pruned_loss=0.07401, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08083, over 2474217.54 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07137, over 20213.46 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.2996, pruned_loss=0.07347, over 2468359.42 frames. utt_duration=1209 frames, utt_pad_proportion=0.07112, over 8177.90 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3168, pruned_loss=0.08172, over 2474662.36 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07173, over 21590.71 utterances.], batch size: 105, lr: 3.86e-04
2022-08-25 21:25:31,049 INFO [train.py:927] (3/8) Epoch 9, batch 24600, giga_loss[loss=0.2814, simple_loss=0.3505, pruned_loss=0.1061, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3154, pruned_loss=0.08076, over 2474777.29 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07064, over 20275.94 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2991, pruned_loss=0.07323, over 2468229.15 frames. utt_duration=1213 frames, utt_pad_proportion=0.07036, over 8151.37 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3175, pruned_loss=0.08177, over 2475320.22 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07121, over 21539.23 utterances.], batch size: 161, lr: 3.86e-04
2022-08-25 21:27:18,426 INFO [train.py:927] (3/8) Epoch 9, batch 24650, giga_loss[loss=0.3016, simple_loss=0.3609, pruned_loss=0.1211, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06984, over 212.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.316, pruned_loss=0.0816, over 2475010.52 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06832, over 20272.59 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2988, pruned_loss=0.07311, over 2468384.19 frames. utt_duration=1218 frames, utt_pad_proportion=0.06938, over 8115.67 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3181, pruned_loss=0.08262, over 2475398.13 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0692, over 21522.78 utterances.], batch size: 212, lr: 3.86e-04
2022-08-25 21:29:03,726 INFO [train.py:927] (3/8) Epoch 9, batch 24700, giga_loss[loss=0.2309, simple_loss=0.3113, pruned_loss=0.0752, over 12372.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3171, pruned_loss=0.0836, over 2474708.10 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07437, over 21089.72 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2984, pruned_loss=0.07282, over 2468023.22 frames. utt_duration=1222 frames, utt_pad_proportion=0.06859, over 8091.07 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3196, pruned_loss=0.08489, over 2475481.03 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07497, over 22387.14 utterances.], batch size: 70, lr: 3.86e-04
2022-08-25 21:30:50,153 INFO [train.py:927] (3/8) Epoch 9, batch 24750, giga_loss[loss=0.2553, simple_loss=0.3332, pruned_loss=0.08866, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3163, pruned_loss=0.08322, over 2474883.64 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07424, over 20638.11 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2985, pruned_loss=0.07284, over 2468041.69 frames. utt_duration=1220 frames, utt_pad_proportion=0.06861, over 8103.48 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3185, pruned_loss=0.08436, over 2475568.70 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07475, over 21818.96 utterances.], batch size: 162, lr: 3.86e-04
2022-08-25 21:32:34,116 INFO [train.py:927] (3/8) Epoch 9, batch 24800, giga_loss[loss=0.2021, simple_loss=0.2924, pruned_loss=0.05594, over 12462.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03542, over 43.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3172, pruned_loss=0.08311, over 2475275.34 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07999, over 21586.36 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2984, pruned_loss=0.07271, over 2468042.91 frames. utt_duration=1221 frames, utt_pad_proportion=0.068, over 8096.64 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3193, pruned_loss=0.08435, over 2475964.04 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08036, over 22806.18 utterances.], batch size: 43, lr: 3.86e-04
2022-08-25 21:34:22,778 INFO [train.py:927] (3/8) Epoch 9, batch 24850, giga_loss[loss=0.2381, simple_loss=0.3091, pruned_loss=0.08355, over 12331.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.05328, over 34.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3155, pruned_loss=0.0818, over 2474171.89 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07954, over 21008.65 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2985, pruned_loss=0.07274, over 2467990.15 frames. utt_duration=1222 frames, utt_pad_proportion=0.06712, over 8087.79 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3174, pruned_loss=0.08294, over 2474889.93 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08023, over 22224.66 utterances.], batch size: 34, lr: 3.86e-04
2022-08-25 21:36:09,016 INFO [train.py:927] (3/8) Epoch 9, batch 24900, giga_loss[loss=0.2484, simple_loss=0.3322, pruned_loss=0.08234, over 12403.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03303, over 80.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3136, pruned_loss=0.08108, over 2475060.62 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07713, over 20089.24 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2985, pruned_loss=0.07276, over 2468073.02 frames. utt_duration=1212 frames, utt_pad_proportion=0.07077, over 8153.17 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3154, pruned_loss=0.08209, over 2475673.51 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07654, over 21206.81 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:37:57,979 INFO [train.py:927] (3/8) Epoch 9, batch 24950, giga_loss[loss=0.2263, simple_loss=0.3284, pruned_loss=0.0621, over 12325.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03186, over 70.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3187, pruned_loss=0.08283, over 2474623.11 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07852, over 20810.64 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2984, pruned_loss=0.07254, over 2467810.39 frames. utt_duration=1215 frames, utt_pad_proportion=0.07005, over 8131.35 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3206, pruned_loss=0.084, over 2475484.07 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07831, over 21954.31 utterances.], batch size: 70, lr: 3.86e-04
2022-08-25 21:39:49,321 INFO [train.py:927] (3/8) Epoch 9, batch 25000, giga_loss[loss=0.2185, simple_loss=0.3115, pruned_loss=0.06268, over 12262.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02719, over 54.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3209, pruned_loss=0.08278, over 2474379.29 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07451, over 20264.60 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2986, pruned_loss=0.07267, over 2467795.34 frames. utt_duration=1214 frames, utt_pad_proportion=0.07001, over 8141.69 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3222, pruned_loss=0.08362, over 2475093.20 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07454, over 21203.31 utterances.], batch size: 54, lr: 3.86e-04
2022-08-25 21:41:36,075 INFO [train.py:927] (3/8) Epoch 9, batch 25050, libri_loss[loss=0.2598, simple_loss=0.3418, pruned_loss=0.08889, over 12447.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005983, over 32.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3217, pruned_loss=0.08364, over 2474085.01 frames. utt_duration=481 frames, utt_pad_proportion=0.07827, over 20634.82 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.299, pruned_loss=0.07273, over 2467827.53 frames. utt_duration=1218 frames, utt_pad_proportion=0.06896, over 8113.08 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3228, pruned_loss=0.08445, over 2474717.04 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07856, over 21637.75 utterances.], batch size: 32, lr: 3.86e-04
2022-08-25 21:43:22,077 INFO [train.py:927] (3/8) Epoch 9, batch 25100, giga_loss[loss=0.2045, simple_loss=0.2848, pruned_loss=0.06208, over 12445.00 frames. utt_duration=804.4 frames, utt_pad_proportion=0.02619, over 62.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3208, pruned_loss=0.08385, over 2473526.49 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07702, over 20198.77 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2994, pruned_loss=0.07296, over 2467067.16 frames. utt_duration=1213 frames, utt_pad_proportion=0.07189, over 8146.98 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3224, pruned_loss=0.08475, over 2475002.42 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07639, over 21527.93 utterances.], batch size: 62, lr: 3.86e-04
2022-08-25 21:45:06,725 INFO [train.py:927] (3/8) Epoch 9, batch 25150, giga_loss[loss=0.2164, simple_loss=0.2969, pruned_loss=0.06791, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03827, over 40.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3193, pruned_loss=0.0832, over 2473719.84 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0761, over 20156.42 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2999, pruned_loss=0.07317, over 2467034.72 frames. utt_duration=1202 frames, utt_pad_proportion=0.07432, over 8223.19 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3205, pruned_loss=0.08397, over 2475099.77 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07487, over 21431.56 utterances.], batch size: 40, lr: 3.86e-04
2022-08-25 21:46:51,586 INFO [train.py:927] (3/8) Epoch 9, batch 25200, giga_loss[loss=0.2259, simple_loss=0.2977, pruned_loss=0.07707, over 12466.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03303, over 86.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3189, pruned_loss=0.08351, over 2474735.29 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07379, over 20129.97 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2999, pruned_loss=0.07312, over 2467308.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.07286, over 8208.85 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3204, pruned_loss=0.08443, over 2475772.78 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07342, over 21481.58 utterances.], batch size: 86, lr: 3.86e-04
2022-08-25 21:48:35,470 INFO [train.py:927] (3/8) Epoch 9, batch 25250, giga_loss[loss=0.2206, simple_loss=0.3027, pruned_loss=0.06926, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03185, over 97.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3172, pruned_loss=0.08307, over 2474994.62 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07132, over 19854.05 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3, pruned_loss=0.07321, over 2467297.34 frames. utt_duration=1205 frames, utt_pad_proportion=0.07212, over 8198.82 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3186, pruned_loss=0.08387, over 2475926.92 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07142, over 21095.34 utterances.], batch size: 97, lr: 3.86e-04
2022-08-25 21:50:19,673 INFO [train.py:927] (3/8) Epoch 9, batch 25300, giga_loss[loss=0.2475, simple_loss=0.3223, pruned_loss=0.08632, over 12385.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02686, over 91.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.0834, over 2475056.69 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06794, over 19482.09 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3004, pruned_loss=0.07339, over 2467418.09 frames. utt_duration=1197 frames, utt_pad_proportion=0.07433, over 8255.33 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3196, pruned_loss=0.08413, over 2475914.39 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06736, over 20734.60 utterances.], batch size: 91, lr: 3.86e-04
2022-08-25 21:52:04,494 INFO [train.py:927] (3/8) Epoch 9, batch 25350, giga_loss[loss=0.2567, simple_loss=0.3328, pruned_loss=0.09025, over 12373.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04228, over 133.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3185, pruned_loss=0.08413, over 2475383.80 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07397, over 20246.22 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3002, pruned_loss=0.07324, over 2467481.74 frames. utt_duration=1191 frames, utt_pad_proportion=0.07711, over 8294.26 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3201, pruned_loss=0.08511, over 2476220.74 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07214, over 21521.25 utterances.], batch size: 133, lr: 3.86e-04
2022-08-25 21:53:49,249 INFO [train.py:927] (3/8) Epoch 9, batch 25400, libri_loss[loss=0.1852, simple_loss=0.2548, pruned_loss=0.05779, over 12472.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008755, over 29.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3195, pruned_loss=0.08201, over 2475129.05 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06881, over 18897.51 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3, pruned_loss=0.07318, over 2467372.33 frames. utt_duration=1195 frames, utt_pad_proportion=0.07563, over 8270.71 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3215, pruned_loss=0.08312, over 2476115.90 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06803, over 20244.09 utterances.], batch size: 29, lr: 3.85e-04
2022-08-25 21:55:33,002 INFO [train.py:927] (3/8) Epoch 9, batch 25450, giga_loss[loss=0.2768, simple_loss=0.3467, pruned_loss=0.1035, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3202, pruned_loss=0.08213, over 2474607.75 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06778, over 18620.94 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2993, pruned_loss=0.07271, over 2467293.80 frames. utt_duration=1200 frames, utt_pad_proportion=0.07423, over 8236.77 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3232, pruned_loss=0.08377, over 2475726.48 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06763, over 20117.79 utterances.], batch size: 91, lr: 3.85e-04
2022-08-25 21:57:17,544 INFO [train.py:927] (3/8) Epoch 9, batch 25500, giga_loss[loss=0.2543, simple_loss=0.3343, pruned_loss=0.08716, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3223, pruned_loss=0.08397, over 2474676.19 frames. utt_duration=517.6 frames, utt_pad_proportion=0.0681, over 19178.85 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2992, pruned_loss=0.07248, over 2466972.26 frames. utt_duration=1203 frames, utt_pad_proportion=0.07283, over 8212.14 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3253, pruned_loss=0.08577, over 2476042.25 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06843, over 20700.78 utterances.], batch size: 133, lr: 3.85e-04
2022-08-25 21:59:01,740 INFO [train.py:927] (3/8) Epoch 9, batch 25550, giga_loss[loss=0.2552, simple_loss=0.329, pruned_loss=0.09064, over 12405.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07711, over 213.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3234, pruned_loss=0.08461, over 2475241.42 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06879, over 19947.56 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2999, pruned_loss=0.07264, over 2467075.57 frames. utt_duration=1206 frames, utt_pad_proportion=0.07148, over 8193.04 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3257, pruned_loss=0.08617, over 2476400.15 frames. utt_duration=464.1 frames, utt_pad_proportion=0.0694, over 21413.05 utterances.], batch size: 213, lr: 3.85e-04
2022-08-25 22:00:46,709 INFO [train.py:927] (3/8) Epoch 9, batch 25600, giga_loss[loss=0.2291, simple_loss=0.3193, pruned_loss=0.06943, over 12434.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04674, over 34.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3225, pruned_loss=0.08257, over 2475251.66 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06882, over 19434.92 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2993, pruned_loss=0.07227, over 2467319.62 frames. utt_duration=1214 frames, utt_pad_proportion=0.07039, over 8138.70 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3254, pruned_loss=0.08439, over 2476136.67 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06966, over 20909.32 utterances.], batch size: 34, lr: 3.85e-04
2022-08-25 22:02:29,338 INFO [train.py:927] (3/8) Epoch 9, batch 25650, giga_loss[loss=0.2483, simple_loss=0.3361, pruned_loss=0.08021, over 12334.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03189, over 85.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3228, pruned_loss=0.08298, over 2475221.10 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07259, over 20140.05 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2988, pruned_loss=0.07203, over 2467561.33 frames. utt_duration=1217 frames, utt_pad_proportion=0.06938, over 8118.59 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3261, pruned_loss=0.08488, over 2475867.40 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07339, over 21602.43 utterances.], batch size: 85, lr: 3.85e-04
2022-08-25 22:04:11,607 INFO [train.py:927] (3/8) Epoch 9, batch 25700, giga_loss[loss=0.2558, simple_loss=0.3183, pruned_loss=0.09667, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3221, pruned_loss=0.08375, over 2475180.58 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07711, over 20834.50 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.299, pruned_loss=0.07217, over 2467615.27 frames. utt_duration=1219 frames, utt_pad_proportion=0.06838, over 8105.74 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3251, pruned_loss=0.08541, over 2475795.10 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07784, over 22286.45 utterances.], batch size: 105, lr: 3.85e-04
2022-08-25 22:05:58,775 INFO [train.py:927] (3/8) Epoch 9, batch 25750, giga_loss[loss=0.2285, simple_loss=0.3092, pruned_loss=0.07386, over 12378.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0258, over 91.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3207, pruned_loss=0.0838, over 2475497.81 frames. utt_duration=460.9 frames, utt_pad_proportion=0.08196, over 21552.47 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2994, pruned_loss=0.07243, over 2467640.02 frames. utt_duration=1208 frames, utt_pad_proportion=0.07204, over 8180.55 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3231, pruned_loss=0.08509, over 2476116.53 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08123, over 22882.66 utterances.], batch size: 91, lr: 3.85e-04
2022-08-25 22:07:42,973 INFO [train.py:927] (3/8) Epoch 9, batch 25800, giga_loss[loss=0.2447, simple_loss=0.3215, pruned_loss=0.08389, over 12412.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03159, over 75.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3197, pruned_loss=0.08358, over 2475503.56 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07529, over 20820.75 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.299, pruned_loss=0.07221, over 2467745.58 frames. utt_duration=1212 frames, utt_pad_proportion=0.07076, over 8155.25 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3224, pruned_loss=0.08507, over 2476080.17 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07553, over 22193.20 utterances.], batch size: 75, lr: 3.85e-04
2022-08-25 22:09:24,818 INFO [train.py:927] (3/8) Epoch 9, batch 25850, giga_loss[loss=0.1943, simple_loss=0.2905, pruned_loss=0.04901, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04392, over 146.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.318, pruned_loss=0.08184, over 2475363.33 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07214, over 21065.24 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2995, pruned_loss=0.07236, over 2467874.99 frames. utt_duration=1212 frames, utt_pad_proportion=0.06999, over 8155.94 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3201, pruned_loss=0.08302, over 2475807.02 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07277, over 22315.42 utterances.], batch size: 146, lr: 3.85e-04
2022-08-25 22:11:11,875 INFO [train.py:927] (3/8) Epoch 9, batch 25900, libri_loss[loss=0.2226, simple_loss=0.3088, pruned_loss=0.06818, over 12449.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006121, over 35.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3161, pruned_loss=0.08038, over 2475203.79 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07182, over 20869.16 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2999, pruned_loss=0.07243, over 2468163.56 frames. utt_duration=1213 frames, utt_pad_proportion=0.06851, over 8147.89 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3179, pruned_loss=0.08158, over 2475551.68 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07287, over 22349.42 utterances.], batch size: 35, lr: 3.85e-04
2022-08-25 22:12:55,972 INFO [train.py:927] (3/8) Epoch 9, batch 25950, giga_loss[loss=0.2178, simple_loss=0.2993, pruned_loss=0.06821, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02949, over 80.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3145, pruned_loss=0.08041, over 2475170.53 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07818, over 21760.93 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.301, pruned_loss=0.07322, over 2468091.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.06704, over 8130.10 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3157, pruned_loss=0.08103, over 2475804.73 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07911, over 23497.81 utterances.], batch size: 80, lr: 3.85e-04
2022-08-25 22:14:38,614 INFO [train.py:927] (3/8) Epoch 9, batch 26000, giga_loss[loss=0.2463, simple_loss=0.3238, pruned_loss=0.08445, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04269, over 146.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3149, pruned_loss=0.08026, over 2475436.01 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07407, over 21261.90 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.301, pruned_loss=0.07309, over 2468337.54 frames. utt_duration=1219 frames, utt_pad_proportion=0.06582, over 8108.33 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08105, over 2475929.42 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07556, over 23029.37 utterances.], batch size: 146, lr: 3.85e-04
2022-08-25 22:16:23,730 INFO [train.py:927] (3/8) Epoch 9, batch 26050, giga_loss[loss=0.2502, simple_loss=0.3288, pruned_loss=0.0858, over 12420.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05523, over 162.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08012, over 2475901.36 frames. utt_duration=478 frames, utt_pad_proportion=0.06726, over 20780.17 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3009, pruned_loss=0.07296, over 2468173.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.0648, over 8087.38 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3168, pruned_loss=0.081, over 2476577.48 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06929, over 22441.10 utterances.], batch size: 162, lr: 3.85e-04
2022-08-25 22:18:06,201 INFO [train.py:927] (3/8) Epoch 9, batch 26100, giga_loss[loss=0.2477, simple_loss=0.3167, pruned_loss=0.08933, over 12354.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03007, over 58.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3148, pruned_loss=0.08004, over 2474964.73 frames. utt_duration=501 frames, utt_pad_proportion=0.06397, over 19820.01 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3005, pruned_loss=0.0727, over 2468170.50 frames. utt_duration=1221 frames, utt_pad_proportion=0.06451, over 8095.26 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3167, pruned_loss=0.0812, over 2475743.71 frames. utt_duration=461.4 frames, utt_pad_proportion=0.066, over 21533.49 utterances.], batch size: 58, lr: 3.85e-04
2022-08-25 22:19:49,887 INFO [train.py:927] (3/8) Epoch 9, batch 26150, giga_loss[loss=0.2049, simple_loss=0.2967, pruned_loss=0.05658, over 12396.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02708, over 58.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.315, pruned_loss=0.07991, over 2474872.14 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06847, over 19629.02 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3003, pruned_loss=0.07258, over 2468058.79 frames. utt_duration=1217 frames, utt_pad_proportion=0.06733, over 8125.34 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3172, pruned_loss=0.08117, over 2475790.35 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0688, over 21334.58 utterances.], batch size: 58, lr: 3.85e-04
2022-08-25 22:21:32,939 INFO [train.py:927] (3/8) Epoch 9, batch 26200, giga_loss[loss=0.2346, simple_loss=0.3135, pruned_loss=0.07783, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.0337, over 51.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3171, pruned_loss=0.08232, over 2475725.15 frames. utt_duration=489.3 frames, utt_pad_proportion=0.08567, over 20301.40 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3019, pruned_loss=0.0736, over 2468530.25 frames. utt_duration=1152 frames, utt_pad_proportion=0.08849, over 8584.78 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08271, over 2476336.61 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07688, over 21735.58 utterances.], batch size: 51, lr: 3.85e-04
2022-08-25 22:22:44,175 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-25 22:25:16,117 INFO [train.py:927] (3/8) Epoch 10, batch 50, giga_loss[loss=0.2058, simple_loss=0.3003, pruned_loss=0.05563, over 12347.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03013, over 66.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3202, pruned_loss=0.07108, over 548634.72 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05943, over 4093.10 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3019, pruned_loss=0.06603, over 49031.36 frames. utt_duration=1423 frames, utt_pad_proportion=0.0062, over 137.93 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3219, pruned_loss=0.07155, over 509723.17 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06104, over 4006.81 utterances.], batch size: 66, lr: 3.75e-04
2022-08-25 22:27:00,719 INFO [train.py:927] (3/8) Epoch 10, batch 100, giga_loss[loss=0.2135, simple_loss=0.3065, pruned_loss=0.06024, over 12381.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02703, over 91.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2943, pruned_loss=0.06158, over 975475.23 frames. utt_duration=543.4 frames, utt_pad_proportion=0.07073, over 7199.76 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2876, pruned_loss=0.05809, over 73349.92 frames. utt_duration=1495 frames, utt_pad_proportion=0.006639, over 196.41 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2951, pruned_loss=0.06195, over 929676.45 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07196, over 7127.53 utterances.], batch size: 91, lr: 3.75e-04
2022-08-25 22:28:43,091 INFO [train.py:927] (3/8) Epoch 10, batch 150, giga_loss[loss=0.1559, simple_loss=0.2414, pruned_loss=0.03522, over 12358.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02797, over 66.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2785, pruned_loss=0.05498, over 1307743.83 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06511, over 9690.77 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.287, pruned_loss=0.0551, over 109174.31 frames. utt_duration=1497 frames, utt_pad_proportion=0.008194, over 291.97 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2783, pruned_loss=0.0552, over 1253899.57 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06633, over 9668.64 utterances.], batch size: 66, lr: 3.75e-04
2022-08-25 22:30:23,814 INFO [train.py:927] (3/8) Epoch 10, batch 200, giga_loss[loss=0.1509, simple_loss=0.2284, pruned_loss=0.03675, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02606, over 48.00 utterances.], tot_loss[loss=0.1867, simple_loss=0.2702, pruned_loss=0.05159, over 1566518.69 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06017, over 11095.31 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2882, pruned_loss=0.05429, over 224906.18 frames. utt_duration=1460 frames, utt_pad_proportion=0.01155, over 616.91 utterances.], giga_tot_loss[loss=0.1859, simple_loss=0.2686, pruned_loss=0.05159, over 1475688.84 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06248, over 11242.45 utterances.], batch size: 48, lr: 3.75e-04
2022-08-25 22:32:04,241 INFO [train.py:927] (3/8) Epoch 10, batch 250, libri_loss[loss=0.1839, simple_loss=0.2595, pruned_loss=0.05415, over 12467.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009191, over 29.00 utterances.], tot_loss[loss=0.1841, simple_loss=0.2665, pruned_loss=0.0508, over 1767517.65 frames. utt_duration=532.9 frames, utt_pad_proportion=0.07206, over 13303.96 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2878, pruned_loss=0.05517, over 313455.01 frames. utt_duration=1457 frames, utt_pad_proportion=0.01017, over 861.74 utterances.], giga_tot_loss[loss=0.1826, simple_loss=0.2642, pruned_loss=0.05044, over 1664902.94 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07448, over 13613.43 utterances.], batch size: 29, lr: 3.75e-04
2022-08-25 22:33:45,234 INFO [train.py:927] (3/8) Epoch 10, batch 300, giga_loss[loss=0.1847, simple_loss=0.2666, pruned_loss=0.05134, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06492, over 183.00 utterances.], tot_loss[loss=0.1817, simple_loss=0.2635, pruned_loss=0.04995, over 1923981.13 frames. utt_duration=522.6 frames, utt_pad_proportion=0.07128, over 14767.77 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2889, pruned_loss=0.05595, over 356191.98 frames. utt_duration=1440 frames, utt_pad_proportion=0.01032, over 990.59 utterances.], giga_tot_loss[loss=0.1799, simple_loss=0.2609, pruned_loss=0.04939, over 1831489.24 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07354, over 15124.34 utterances.], batch size: 183, lr: 3.75e-04
2022-08-25 22:35:25,927 INFO [train.py:927] (3/8) Epoch 10, batch 350, libri_loss[loss=0.1889, simple_loss=0.2824, pruned_loss=0.04767, over 12258.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004503, over 34.00 utterances.], tot_loss[loss=0.1781, simple_loss=0.2601, pruned_loss=0.04806, over 2045791.38 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07229, over 16387.81 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2889, pruned_loss=0.05567, over 397788.76 frames. utt_duration=1436 frames, utt_pad_proportion=0.01007, over 1108.92 utterances.], giga_tot_loss[loss=0.1762, simple_loss=0.2575, pruned_loss=0.04747, over 1964070.38 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07436, over 16824.99 utterances.], batch size: 34, lr: 3.75e-04
2022-08-25 22:37:07,137 INFO [train.py:927] (3/8) Epoch 10, batch 400, giga_loss[loss=0.1582, simple_loss=0.2432, pruned_loss=0.03659, over 12431.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04079, over 31.00 utterances.], tot_loss[loss=0.1761, simple_loss=0.2577, pruned_loss=0.04725, over 2140483.22 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06868, over 16430.36 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.288, pruned_loss=0.05573, over 489082.60 frames. utt_duration=1432 frames, utt_pad_proportion=0.009745, over 1367.51 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2544, pruned_loss=0.04637, over 2058839.63 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07144, over 17178.74 utterances.], batch size: 31, lr: 3.75e-04
2022-08-25 22:38:49,112 INFO [train.py:927] (3/8) Epoch 10, batch 450, giga_loss[loss=0.1519, simple_loss=0.2304, pruned_loss=0.03668, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03536, over 40.00 utterances.], tot_loss[loss=0.1722, simple_loss=0.2536, pruned_loss=0.04537, over 2214252.21 frames. utt_duration=543 frames, utt_pad_proportion=0.06409, over 16355.82 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2875, pruned_loss=0.05551, over 518270.59 frames. utt_duration=1441 frames, utt_pad_proportion=0.009593, over 1440.65 utterances.], giga_tot_loss[loss=0.1698, simple_loss=0.2505, pruned_loss=0.04454, over 2146199.51 frames. utt_duration=504 frames, utt_pad_proportion=0.06675, over 17084.02 utterances.], batch size: 40, lr: 3.75e-04
2022-08-25 22:40:30,240 INFO [train.py:927] (3/8) Epoch 10, batch 500, giga_loss[loss=0.1946, simple_loss=0.2876, pruned_loss=0.05079, over 12434.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04522, over 31.00 utterances.], tot_loss[loss=0.1778, simple_loss=0.2595, pruned_loss=0.04808, over 2272051.41 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06537, over 17549.78 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2881, pruned_loss=0.0554, over 557119.00 frames. utt_duration=1428 frames, utt_pad_proportion=0.01133, over 1562.75 utterances.], giga_tot_loss[loss=0.1756, simple_loss=0.2565, pruned_loss=0.04736, over 2213920.69 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06756, over 18298.41 utterances.], batch size: 31, lr: 3.75e-04
2022-08-25 22:42:12,708 INFO [train.py:927] (3/8) Epoch 10, batch 550, giga_loss[loss=0.204, simple_loss=0.3003, pruned_loss=0.05385, over 12410.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03449, over 75.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2715, pruned_loss=0.05329, over 2317254.56 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06148, over 17345.35 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2879, pruned_loss=0.05549, over 585348.19 frames. utt_duration=1419 frames, utt_pad_proportion=0.01296, over 1651.87 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2692, pruned_loss=0.05276, over 2269283.76 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06353, over 18071.31 utterances.], batch size: 75, lr: 3.75e-04
2022-08-25 22:43:53,865 INFO [train.py:927] (3/8) Epoch 10, batch 600, giga_loss[loss=0.2076, simple_loss=0.3025, pruned_loss=0.05633, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0336, over 122.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2794, pruned_loss=0.05604, over 2352021.70 frames. utt_duration=529 frames, utt_pad_proportion=0.06367, over 17835.08 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2886, pruned_loss=0.05596, over 622566.30 frames. utt_duration=1362 frames, utt_pad_proportion=0.03318, over 1830.82 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2773, pruned_loss=0.05555, over 2311704.37 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06397, over 18538.59 utterances.], batch size: 122, lr: 3.75e-04
2022-08-25 22:45:35,631 INFO [train.py:927] (3/8) Epoch 10, batch 650, giga_loss[loss=0.2044, simple_loss=0.2952, pruned_loss=0.0568, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03022, over 97.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2835, pruned_loss=0.05714, over 2379174.84 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06622, over 18364.74 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2894, pruned_loss=0.05639, over 686329.18 frames. utt_duration=1319 frames, utt_pad_proportion=0.04744, over 2083.17 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2815, pruned_loss=0.05667, over 2343334.20 frames. utt_duration=489.1 frames, utt_pad_proportion=0.0653, over 19222.30 utterances.], batch size: 97, lr: 3.75e-04
2022-08-25 22:47:18,126 INFO [train.py:927] (3/8) Epoch 10, batch 700, giga_loss[loss=0.2041, simple_loss=0.2941, pruned_loss=0.057, over 12207.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03268, over 39.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2871, pruned_loss=0.05903, over 2399833.37 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06261, over 17496.72 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05631, over 729960.78 frames. utt_duration=1324 frames, utt_pad_proportion=0.04542, over 2207.85 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2856, pruned_loss=0.05874, over 2369935.57 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06237, over 18430.86 utterances.], batch size: 39, lr: 3.75e-04
2022-08-25 22:49:09,105 INFO [train.py:927] (3/8) Epoch 10, batch 750, giga_loss[loss=0.1896, simple_loss=0.2898, pruned_loss=0.04471, over 12275.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02689, over 54.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2916, pruned_loss=0.06095, over 2415711.14 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06437, over 17290.92 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2886, pruned_loss=0.05648, over 755924.35 frames. utt_duration=1329 frames, utt_pad_proportion=0.0437, over 2277.37 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2905, pruned_loss=0.06075, over 2391265.97 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06435, over 18159.31 utterances.], batch size: 54, lr: 3.75e-04
2022-08-25 22:50:49,466 INFO [train.py:927] (3/8) Epoch 10, batch 800, giga_loss[loss=0.2193, simple_loss=0.3119, pruned_loss=0.06332, over 12105.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03671, over 30.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2961, pruned_loss=0.06258, over 2427916.29 frames. utt_duration=550.1 frames, utt_pad_proportion=0.067, over 17703.25 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2897, pruned_loss=0.05711, over 814741.86 frames. utt_duration=1297 frames, utt_pad_proportion=0.05454, over 2515.36 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2951, pruned_loss=0.06241, over 2406973.59 frames. utt_duration=517 frames, utt_pad_proportion=0.06572, over 18676.06 utterances.], batch size: 30, lr: 3.75e-04
2022-08-25 22:52:32,250 INFO [train.py:927] (3/8) Epoch 10, batch 850, giga_loss[loss=0.191, simple_loss=0.2875, pruned_loss=0.04722, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03243, over 75.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2975, pruned_loss=0.06206, over 2437838.96 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06541, over 17357.95 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2901, pruned_loss=0.05732, over 831098.59 frames. utt_duration=1301 frames, utt_pad_proportion=0.05322, over 2559.10 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2966, pruned_loss=0.06191, over 2421180.73 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06465, over 18216.69 utterances.], batch size: 75, lr: 3.75e-04
2022-08-25 22:54:14,770 INFO [train.py:927] (3/8) Epoch 10, batch 900, giga_loss[loss=0.3319, simple_loss=0.3722, pruned_loss=0.1458, over 12440.00 frames. utt_duration=306.7 frames, utt_pad_proportion=0.05334, over 163.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2986, pruned_loss=0.06256, over 2445009.93 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06476, over 17273.75 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.291, pruned_loss=0.05761, over 863486.99 frames. utt_duration=1267 frames, utt_pad_proportion=0.06456, over 2728.98 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2978, pruned_loss=0.06243, over 2431416.77 frames. utt_duration=540 frames, utt_pad_proportion=0.06281, over 18061.03 utterances.], batch size: 163, lr: 3.75e-04
2022-08-25 22:55:56,830 INFO [train.py:927] (3/8) Epoch 10, batch 950, giga_loss[loss=0.1738, simple_loss=0.2665, pruned_loss=0.04055, over 12087.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03654, over 30.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3004, pruned_loss=0.06504, over 2450694.53 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06622, over 17399.24 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.291, pruned_loss=0.05749, over 895469.80 frames. utt_duration=1264 frames, utt_pad_proportion=0.06422, over 2836.82 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3, pruned_loss=0.0651, over 2439424.48 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06464, over 18185.00 utterances.], batch size: 30, lr: 3.75e-04
2022-08-25 22:57:39,545 INFO [train.py:927] (3/8) Epoch 10, batch 1000, giga_loss[loss=0.2266, simple_loss=0.2997, pruned_loss=0.07679, over 12470.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03788, over 31.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2994, pruned_loss=0.06552, over 2454768.81 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06396, over 17101.13 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05745, over 911110.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.06298, over 2870.37 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2992, pruned_loss=0.06565, over 2445806.28 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06297, over 17815.75 utterances.], batch size: 31, lr: 3.75e-04
2022-08-25 22:59:23,687 INFO [train.py:927] (3/8) Epoch 10, batch 1050, giga_loss[loss=0.2143, simple_loss=0.3022, pruned_loss=0.0632, over 12392.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02607, over 91.00 utterances.], tot_loss[loss=0.215, simple_loss=0.299, pruned_loss=0.06547, over 2458887.35 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06253, over 17055.54 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2904, pruned_loss=0.05711, over 949699.19 frames. utt_duration=1274 frames, utt_pad_proportion=0.06206, over 2986.34 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2992, pruned_loss=0.06589, over 2451452.84 frames. utt_duration=551 frames, utt_pad_proportion=0.06194, over 17846.16 utterances.], batch size: 91, lr: 3.75e-04
2022-08-25 23:01:07,016 INFO [train.py:927] (3/8) Epoch 10, batch 1100, giga_loss[loss=0.188, simple_loss=0.2801, pruned_loss=0.04794, over 12420.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.032, over 80.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2976, pruned_loss=0.06469, over 2462327.26 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06598, over 17401.37 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2913, pruned_loss=0.05739, over 987434.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05892, over 3099.59 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2976, pruned_loss=0.06511, over 2456092.07 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06593, over 18255.52 utterances.], batch size: 80, lr: 3.75e-04
2022-08-25 23:02:51,599 INFO [train.py:927] (3/8) Epoch 10, batch 1150, giga_loss[loss=0.1858, simple_loss=0.2664, pruned_loss=0.05262, over 12367.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04635, over 146.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.293, pruned_loss=0.063, over 2465027.11 frames. utt_duration=542.1 frames, utt_pad_proportion=0.0709, over 18238.94 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2906, pruned_loss=0.05712, over 1024302.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.05831, over 3216.00 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2933, pruned_loss=0.06356, over 2459766.39 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07087, over 19153.30 utterances.], batch size: 146, lr: 3.75e-04
2022-08-25 23:04:35,525 INFO [train.py:927] (3/8) Epoch 10, batch 1200, giga_loss[loss=0.2236, simple_loss=0.3071, pruned_loss=0.07007, over 12410.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04701, over 161.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2902, pruned_loss=0.06189, over 2466649.56 frames. utt_duration=526.6 frames, utt_pad_proportion=0.07094, over 18790.26 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2902, pruned_loss=0.05707, over 1053068.77 frames. utt_duration=1277 frames, utt_pad_proportion=0.05696, over 3303.13 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2906, pruned_loss=0.06245, over 2462347.94 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07119, over 19712.10 utterances.], batch size: 161, lr: 3.74e-04
2022-08-25 23:06:17,064 INFO [train.py:927] (3/8) Epoch 10, batch 1250, giga_loss[loss=0.183, simple_loss=0.2605, pruned_loss=0.05276, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02812, over 42.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2897, pruned_loss=0.06166, over 2468463.44 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06554, over 18036.44 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2904, pruned_loss=0.05728, over 1088372.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.0547, over 3422.28 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2899, pruned_loss=0.06213, over 2464770.89 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06646, over 19006.54 utterances.], batch size: 42, lr: 3.74e-04
2022-08-25 23:07:57,332 INFO [train.py:927] (3/8) Epoch 10, batch 1300, giga_loss[loss=0.1825, simple_loss=0.2672, pruned_loss=0.04885, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03402, over 31.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2866, pruned_loss=0.06083, over 2469199.70 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06492, over 17430.90 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2892, pruned_loss=0.0569, over 1128950.11 frames. utt_duration=1288 frames, utt_pad_proportion=0.05213, over 3509.51 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2873, pruned_loss=0.06148, over 2466557.39 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06629, over 18532.17 utterances.], batch size: 31, lr: 3.74e-04
2022-08-25 23:09:41,599 INFO [train.py:927] (3/8) Epoch 10, batch 1350, giga_loss[loss=0.2133, simple_loss=0.2868, pruned_loss=0.06993, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03309, over 85.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2844, pruned_loss=0.06015, over 2470080.87 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05994, over 16769.36 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2897, pruned_loss=0.05709, over 1181681.37 frames. utt_duration=1282 frames, utt_pad_proportion=0.05008, over 3692.28 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2846, pruned_loss=0.06073, over 2467901.09 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06193, over 17981.13 utterances.], batch size: 85, lr: 3.74e-04
2022-08-25 23:11:22,167 INFO [train.py:927] (3/8) Epoch 10, batch 1400, giga_loss[loss=0.233, simple_loss=0.3067, pruned_loss=0.0796, over 12385.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06935, over 211.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2816, pruned_loss=0.05882, over 2469434.80 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05587, over 15911.36 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2898, pruned_loss=0.05669, over 1220110.52 frames. utt_duration=1294 frames, utt_pad_proportion=0.04812, over 3776.66 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2814, pruned_loss=0.0595, over 2467422.12 frames. utt_duration=577.2 frames, utt_pad_proportion=0.05828, over 17144.50 utterances.], batch size: 211, lr: 3.74e-04
2022-08-25 23:13:06,116 INFO [train.py:927] (3/8) Epoch 10, batch 1450, giga_loss[loss=0.1739, simple_loss=0.2584, pruned_loss=0.04473, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04645, over 26.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2787, pruned_loss=0.05759, over 2470528.49 frames. utt_duration=619 frames, utt_pad_proportion=0.06, over 16002.62 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05643, over 1244915.32 frames. utt_duration=1298 frames, utt_pad_proportion=0.0467, over 3839.60 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2781, pruned_loss=0.05828, over 2468946.48 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06203, over 17148.15 utterances.], batch size: 26, lr: 3.74e-04
2022-08-25 23:14:46,082 INFO [train.py:927] (3/8) Epoch 10, batch 1500, giga_loss[loss=0.2041, simple_loss=0.2757, pruned_loss=0.06632, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04495, over 34.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2769, pruned_loss=0.05696, over 2471430.24 frames. utt_duration=642.3 frames, utt_pad_proportion=0.05564, over 15426.19 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.29, pruned_loss=0.05643, over 1287223.23 frames. utt_duration=1303 frames, utt_pad_proportion=0.04439, over 3955.57 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2762, pruned_loss=0.05754, over 2470082.12 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05825, over 16609.95 utterances.], batch size: 34, lr: 3.74e-04
2022-08-25 23:16:32,091 INFO [train.py:927] (3/8) Epoch 10, batch 1550, giga_loss[loss=0.1904, simple_loss=0.2823, pruned_loss=0.04926, over 12466.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2785, pruned_loss=0.05805, over 2472394.68 frames. utt_duration=640.4 frames, utt_pad_proportion=0.05562, over 15478.64 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.29, pruned_loss=0.05665, over 1316518.88 frames. utt_duration=1280 frames, utt_pad_proportion=0.05322, over 4119.71 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2776, pruned_loss=0.05842, over 2471345.33 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05582, over 16537.85 utterances.], batch size: 75, lr: 3.74e-04
2022-08-25 23:18:14,436 INFO [train.py:927] (3/8) Epoch 10, batch 1600, giga_loss[loss=0.2382, simple_loss=0.3105, pruned_loss=0.08298, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03452, over 42.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.283, pruned_loss=0.06077, over 2472564.11 frames. utt_duration=607.8 frames, utt_pad_proportion=0.06366, over 16312.36 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2893, pruned_loss=0.05643, over 1344922.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.06015, over 4261.88 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2825, pruned_loss=0.06125, over 2471928.05 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06202, over 17303.93 utterances.], batch size: 42, lr: 3.74e-04
2022-08-25 23:20:00,116 INFO [train.py:927] (3/8) Epoch 10, batch 1650, giga_loss[loss=0.2547, simple_loss=0.3299, pruned_loss=0.08971, over 12362.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2882, pruned_loss=0.06288, over 2473256.57 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06375, over 16987.38 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2889, pruned_loss=0.05637, over 1356008.10 frames. utt_duration=1268 frames, utt_pad_proportion=0.05936, over 4284.23 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2879, pruned_loss=0.06334, over 2472893.99 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06266, over 17850.21 utterances.], batch size: 259, lr: 3.74e-04
2022-08-25 23:21:42,199 INFO [train.py:927] (3/8) Epoch 10, batch 1700, giga_loss[loss=0.2745, simple_loss=0.3598, pruned_loss=0.09459, over 12349.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2948, pruned_loss=0.06535, over 2473453.81 frames. utt_duration=559.6 frames, utt_pad_proportion=0.07016, over 17727.36 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2902, pruned_loss=0.05646, over 1383820.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.05898, over 4388.32 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.294, pruned_loss=0.06583, over 2472996.53 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06917, over 18604.61 utterances.], batch size: 97, lr: 3.74e-04
2022-08-25 23:23:24,194 INFO [train.py:927] (3/8) Epoch 10, batch 1750, giga_loss[loss=0.2141, simple_loss=0.2889, pruned_loss=0.06962, over 12398.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06409, over 183.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2967, pruned_loss=0.06563, over 2473598.77 frames. utt_duration=518.6 frames, utt_pad_proportion=0.07321, over 19134.28 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2901, pruned_loss=0.05646, over 1394640.58 frames. utt_duration=1267 frames, utt_pad_proportion=0.05823, over 4407.40 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2961, pruned_loss=0.06609, over 2473284.48 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07258, over 19931.41 utterances.], batch size: 183, lr: 3.74e-04
2022-08-25 23:25:04,614 INFO [train.py:927] (3/8) Epoch 10, batch 1800, giga_loss[loss=0.2057, simple_loss=0.2923, pruned_loss=0.05953, over 12390.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04216, over 37.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2965, pruned_loss=0.06449, over 2473864.50 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07421, over 19169.88 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2905, pruned_loss=0.05645, over 1415891.10 frames. utt_duration=1270 frames, utt_pad_proportion=0.05683, over 4463.72 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.296, pruned_loss=0.06503, over 2473789.90 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07412, over 20039.00 utterances.], batch size: 37, lr: 3.74e-04
2022-08-25 23:26:48,428 INFO [train.py:927] (3/8) Epoch 10, batch 1850, giga_loss[loss=0.195, simple_loss=0.2815, pruned_loss=0.05428, over 12403.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04274, over 26.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2974, pruned_loss=0.06467, over 2473783.79 frames. utt_duration=526.3 frames, utt_pad_proportion=0.07385, over 18855.70 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2899, pruned_loss=0.0563, over 1447043.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05782, over 4578.44 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2975, pruned_loss=0.0654, over 2473919.01 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07377, over 19837.84 utterances.], batch size: 26, lr: 3.74e-04
2022-08-25 23:28:34,543 INFO [train.py:927] (3/8) Epoch 10, batch 1900, giga_loss[loss=0.2226, simple_loss=0.3098, pruned_loss=0.06768, over 12347.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2983, pruned_loss=0.06505, over 2473583.86 frames. utt_duration=552.8 frames, utt_pad_proportion=0.07234, over 17947.43 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2902, pruned_loss=0.05644, over 1477575.57 frames. utt_duration=1236 frames, utt_pad_proportion=0.06386, over 4788.48 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2984, pruned_loss=0.06577, over 2473596.34 frames. utt_duration=524.7 frames, utt_pad_proportion=0.07109, over 18910.53 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:30:19,432 INFO [train.py:927] (3/8) Epoch 10, batch 1950, giga_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07284, over 12381.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03017, over 97.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3001, pruned_loss=0.0672, over 2473534.93 frames. utt_duration=544.1 frames, utt_pad_proportion=0.07214, over 18233.19 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2896, pruned_loss=0.05612, over 1506815.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.06161, over 4837.28 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3008, pruned_loss=0.06824, over 2473817.72 frames. utt_duration=513.5 frames, utt_pad_proportion=0.07176, over 19327.82 utterances.], batch size: 97, lr: 3.74e-04
2022-08-25 23:32:01,614 INFO [train.py:927] (3/8) Epoch 10, batch 2000, libri_loss[loss=0.1763, simple_loss=0.2575, pruned_loss=0.0476, over 12463.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008958, over 29.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3009, pruned_loss=0.06749, over 2473349.65 frames. utt_duration=549.4 frames, utt_pad_proportion=0.07226, over 18058.14 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.289, pruned_loss=0.0559, over 1525866.54 frames. utt_duration=1255 frames, utt_pad_proportion=0.06024, over 4867.25 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.302, pruned_loss=0.06867, over 2473692.27 frames. utt_duration=518.1 frames, utt_pad_proportion=0.07235, over 19154.38 utterances.], batch size: 29, lr: 3.74e-04
2022-08-25 23:33:45,700 INFO [train.py:927] (3/8) Epoch 10, batch 2050, giga_loss[loss=0.2116, simple_loss=0.2996, pruned_loss=0.06181, over 12320.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.0322, over 70.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3023, pruned_loss=0.06778, over 2472826.44 frames. utt_duration=563.5 frames, utt_pad_proportion=0.0695, over 17598.74 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.289, pruned_loss=0.05603, over 1544541.49 frames. utt_duration=1259 frames, utt_pad_proportion=0.05888, over 4912.54 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3034, pruned_loss=0.06885, over 2473217.00 frames. utt_duration=531.7 frames, utt_pad_proportion=0.07013, over 18657.72 utterances.], batch size: 70, lr: 3.74e-04
2022-08-25 23:35:28,254 INFO [train.py:927] (3/8) Epoch 10, batch 2100, giga_loss[loss=0.2183, simple_loss=0.2928, pruned_loss=0.07193, over 12398.00 frames. utt_duration=237.6 frames, utt_pad_proportion=0.06459, over 210.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3022, pruned_loss=0.06825, over 2472148.36 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06946, over 17365.76 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2894, pruned_loss=0.05646, over 1576411.26 frames. utt_duration=1228 frames, utt_pad_proportion=0.0689, over 5140.48 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3033, pruned_loss=0.06923, over 2472581.33 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06763, over 18393.53 utterances.], batch size: 210, lr: 3.74e-04
2022-08-25 23:37:08,604 INFO [train.py:927] (3/8) Epoch 10, batch 2150, giga_loss[loss=0.2178, simple_loss=0.304, pruned_loss=0.06582, over 12363.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03184, over 58.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3013, pruned_loss=0.06786, over 2472405.51 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06634, over 16640.86 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.29, pruned_loss=0.05691, over 1603019.19 frames. utt_duration=1209 frames, utt_pad_proportion=0.07347, over 5308.82 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3022, pruned_loss=0.06871, over 2472714.64 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06364, over 17638.17 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:38:49,077 INFO [train.py:927] (3/8) Epoch 10, batch 2200, giga_loss[loss=0.2275, simple_loss=0.3044, pruned_loss=0.07526, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02482, over 48.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3014, pruned_loss=0.06782, over 2471332.83 frames. utt_duration=631.6 frames, utt_pad_proportion=0.06136, over 15689.70 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2905, pruned_loss=0.05706, over 1624551.93 frames. utt_duration=1199 frames, utt_pad_proportion=0.07401, over 5425.90 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3021, pruned_loss=0.06866, over 2471555.77 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05902, over 16622.18 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:40:32,557 INFO [train.py:927] (3/8) Epoch 10, batch 2250, giga_loss[loss=0.214, simple_loss=0.2846, pruned_loss=0.07176, over 12359.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2074, over 373.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3016, pruned_loss=0.06736, over 2471613.60 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06329, over 16066.40 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2904, pruned_loss=0.05691, over 1632987.83 frames. utt_duration=1201 frames, utt_pad_proportion=0.0732, over 5446.56 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3023, pruned_loss=0.06821, over 2471810.80 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06157, over 16876.38 utterances.], batch size: 373, lr: 3.74e-04
2022-08-25 23:42:16,572 INFO [train.py:927] (3/8) Epoch 10, batch 2300, libri_loss[loss=0.2081, simple_loss=0.2998, pruned_loss=0.05819, over 12388.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009444, over 38.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3024, pruned_loss=0.06826, over 2471638.85 frames. utt_duration=633.4 frames, utt_pad_proportion=0.05912, over 15646.70 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.291, pruned_loss=0.05744, over 1657766.07 frames. utt_duration=1205 frames, utt_pad_proportion=0.07076, over 5509.34 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3029, pruned_loss=0.06891, over 2471847.58 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05849, over 16513.39 utterances.], batch size: 38, lr: 3.74e-04
2022-08-25 23:43:57,530 INFO [train.py:927] (3/8) Epoch 10, batch 2350, giga_loss[loss=0.2074, simple_loss=0.298, pruned_loss=0.05837, over 12291.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.03759, over 51.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3006, pruned_loss=0.06738, over 2471252.24 frames. utt_duration=635.5 frames, utt_pad_proportion=0.05996, over 15590.48 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2918, pruned_loss=0.05772, over 1685764.81 frames. utt_duration=1213 frames, utt_pad_proportion=0.06811, over 5566.73 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3008, pruned_loss=0.06807, over 2471466.40 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06003, over 16558.09 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:45:38,857 INFO [train.py:927] (3/8) Epoch 10, batch 2400, giga_loss[loss=0.1954, simple_loss=0.2807, pruned_loss=0.05502, over 12126.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04288, over 33.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2992, pruned_loss=0.06728, over 2471589.18 frames. utt_duration=626.7 frames, utt_pad_proportion=0.06292, over 15812.89 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2913, pruned_loss=0.05746, over 1701386.40 frames. utt_duration=1220 frames, utt_pad_proportion=0.06668, over 5586.22 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2998, pruned_loss=0.06813, over 2471739.64 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06317, over 16730.98 utterances.], batch size: 33, lr: 3.74e-04
2022-08-25 23:47:20,598 INFO [train.py:927] (3/8) Epoch 10, batch 2450, giga_loss[loss=0.2101, simple_loss=0.296, pruned_loss=0.0621, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0279, over 48.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.296, pruned_loss=0.0657, over 2472354.39 frames. utt_duration=627.6 frames, utt_pad_proportion=0.06136, over 15794.91 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2913, pruned_loss=0.05745, over 1716776.18 frames. utt_duration=1227 frames, utt_pad_proportion=0.06533, over 5605.34 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2966, pruned_loss=0.06654, over 2472398.48 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06199, over 16683.44 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:49:03,293 INFO [train.py:927] (3/8) Epoch 10, batch 2500, giga_loss[loss=0.1857, simple_loss=0.2725, pruned_loss=0.04947, over 12415.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04439, over 31.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.293, pruned_loss=0.06431, over 2473436.57 frames. utt_duration=634.7 frames, utt_pad_proportion=0.06019, over 15624.98 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2916, pruned_loss=0.05755, over 1732022.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.06497, over 5673.50 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2933, pruned_loss=0.06507, over 2473249.19 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06083, over 16452.48 utterances.], batch size: 31, lr: 3.73e-04
2022-08-25 23:50:46,634 INFO [train.py:927] (3/8) Epoch 10, batch 2550, giga_loss[loss=0.2274, simple_loss=0.3131, pruned_loss=0.07092, over 12374.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0334, over 104.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2912, pruned_loss=0.06344, over 2473062.44 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06268, over 16142.19 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.291, pruned_loss=0.05726, over 1757285.24 frames. utt_duration=1233 frames, utt_pad_proportion=0.06285, over 5705.50 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2919, pruned_loss=0.06444, over 2473186.17 frames. utt_duration=579.6 frames, utt_pad_proportion=0.0637, over 17111.18 utterances.], batch size: 104, lr: 3.73e-04
2022-08-25 23:52:28,162 INFO [train.py:927] (3/8) Epoch 10, batch 2600, giga_loss[loss=0.2355, simple_loss=0.3232, pruned_loss=0.07391, over 12387.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06392, over 183.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2913, pruned_loss=0.0627, over 2473359.56 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05822, over 16058.28 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2915, pruned_loss=0.05758, over 1778366.87 frames. utt_duration=1235 frames, utt_pad_proportion=0.06123, over 5768.48 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2916, pruned_loss=0.06345, over 2473586.55 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05973, over 17051.00 utterances.], batch size: 183, lr: 3.73e-04
2022-08-25 23:54:07,587 INFO [train.py:927] (3/8) Epoch 10, batch 2650, giga_loss[loss=0.2137, simple_loss=0.2991, pruned_loss=0.06417, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03336, over 85.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2921, pruned_loss=0.06231, over 2472983.98 frames. utt_duration=597.1 frames, utt_pad_proportion=0.06007, over 16608.63 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2914, pruned_loss=0.05739, over 1801707.12 frames. utt_duration=1242 frames, utt_pad_proportion=0.05923, over 5810.89 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2924, pruned_loss=0.06319, over 2473745.02 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06174, over 17706.08 utterances.], batch size: 85, lr: 3.73e-04
2022-08-25 23:55:50,026 INFO [train.py:927] (3/8) Epoch 10, batch 2700, giga_loss[loss=0.2048, simple_loss=0.2904, pruned_loss=0.05962, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02979, over 66.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2916, pruned_loss=0.06214, over 2472185.94 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06624, over 17036.95 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2915, pruned_loss=0.05776, over 1824544.10 frames. utt_duration=1235 frames, utt_pad_proportion=0.06228, over 5914.84 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2918, pruned_loss=0.06276, over 2473058.33 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06651, over 18178.20 utterances.], batch size: 66, lr: 3.73e-04
2022-08-25 23:57:36,841 INFO [train.py:927] (3/8) Epoch 10, batch 2750, giga_loss[loss=0.2178, simple_loss=0.2949, pruned_loss=0.0703, over 12360.00 frames. utt_duration=619.7 frames, utt_pad_proportion=0.0347, over 80.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2909, pruned_loss=0.06196, over 2471277.68 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06142, over 16185.55 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.291, pruned_loss=0.05753, over 1843661.01 frames. utt_duration=1244 frames, utt_pad_proportion=0.06046, over 5935.18 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2914, pruned_loss=0.06274, over 2472061.52 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06252, over 17373.99 utterances.], batch size: 80, lr: 3.73e-04
2022-08-25 23:59:20,003 INFO [train.py:927] (3/8) Epoch 10, batch 2800, giga_loss[loss=0.2549, simple_loss=0.3339, pruned_loss=0.08797, over 12431.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03846, over 105.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2944, pruned_loss=0.06348, over 2472309.21 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05868, over 16913.31 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05743, over 1858953.38 frames. utt_duration=1242 frames, utt_pad_proportion=0.06048, over 5996.51 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2949, pruned_loss=0.06426, over 2473142.41 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05966, over 18037.91 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 00:01:01,054 INFO [train.py:927] (3/8) Epoch 10, batch 2850, giga_loss[loss=0.2122, simple_loss=0.3008, pruned_loss=0.0618, over 12358.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02908, over 70.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2967, pruned_loss=0.06404, over 2472868.49 frames. utt_duration=589.9 frames, utt_pad_proportion=0.0558, over 16810.03 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2913, pruned_loss=0.0575, over 1871400.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.05945, over 6016.53 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2969, pruned_loss=0.06473, over 2473283.25 frames. utt_duration=554.7 frames, utt_pad_proportion=0.05702, over 17883.99 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 00:02:41,721 INFO [train.py:927] (3/8) Epoch 10, batch 2900, giga_loss[loss=0.1778, simple_loss=0.2657, pruned_loss=0.0449, over 12278.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03491, over 28.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2975, pruned_loss=0.06397, over 2473087.92 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05339, over 16643.38 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2915, pruned_loss=0.05765, over 1886319.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.05795, over 6048.69 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2976, pruned_loss=0.06458, over 2473408.05 frames. utt_duration=560 frames, utt_pad_proportion=0.05493, over 17714.41 utterances.], batch size: 28, lr: 3.73e-04
2022-08-26 00:04:25,804 INFO [train.py:927] (3/8) Epoch 10, batch 2950, libri_loss[loss=0.2076, simple_loss=0.3002, pruned_loss=0.0575, over 12448.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.01993, over 43.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.297, pruned_loss=0.06404, over 2473171.54 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05669, over 17440.28 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2913, pruned_loss=0.05749, over 1892036.58 frames. utt_duration=1251 frames, utt_pad_proportion=0.05754, over 6058.22 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2973, pruned_loss=0.06468, over 2473525.16 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05784, over 18376.73 utterances.], batch size: 43, lr: 3.73e-04
2022-08-26 00:06:05,368 INFO [train.py:927] (3/8) Epoch 10, batch 3000, giga_loss[loss=0.2003, simple_loss=0.2776, pruned_loss=0.06152, over 12164.00 frames. utt_duration=1873 frames, utt_pad_proportion=0.06119, over 26.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2942, pruned_loss=0.06298, over 2473360.45 frames. utt_duration=577.8 frames, utt_pad_proportion=0.0544, over 17167.90 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.291, pruned_loss=0.05757, over 1909405.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.0559, over 6081.15 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2948, pruned_loss=0.0636, over 2473506.39 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05591, over 18193.86 utterances.], batch size: 26, lr: 3.73e-04
2022-08-26 00:06:05,370 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 00:06:20,097 INFO [train.py:967] (3/8) 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] (3/8) Epoch 10, batch 3050, giga_loss[loss=0.1954, simple_loss=0.2918, pruned_loss=0.04948, over 12371.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02834, over 66.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2946, pruned_loss=0.06201, over 2473852.28 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05679, over 17657.10 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2913, pruned_loss=0.05761, over 1920445.09 frames. utt_duration=1261 frames, utt_pad_proportion=0.05477, over 6099.39 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2949, pruned_loss=0.06257, over 2474118.17 frames. utt_duration=531.5 frames, utt_pad_proportion=0.05823, over 18673.89 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 00:09:38,635 INFO [train.py:927] (3/8) Epoch 10, batch 3100, giga_loss[loss=0.1944, simple_loss=0.2895, pruned_loss=0.0497, over 12404.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02931, over 62.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2959, pruned_loss=0.06255, over 2474296.26 frames. utt_duration=545.2 frames, utt_pad_proportion=0.05855, over 18203.09 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2915, pruned_loss=0.05786, over 1936513.62 frames. utt_duration=1251 frames, utt_pad_proportion=0.05921, over 6200.01 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2961, pruned_loss=0.06296, over 2474824.26 frames. utt_duration=516.3 frames, utt_pad_proportion=0.05846, over 19231.11 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 00:11:19,188 INFO [train.py:927] (3/8) Epoch 10, batch 3150, giga_loss[loss=0.1957, simple_loss=0.2816, pruned_loss=0.05496, over 12345.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2946, pruned_loss=0.063, over 2474189.36 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05625, over 18170.13 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2917, pruned_loss=0.05798, over 1949598.96 frames. utt_duration=1256 frames, utt_pad_proportion=0.05793, over 6214.92 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2947, pruned_loss=0.06336, over 2474828.25 frames. utt_duration=515.8 frames, utt_pad_proportion=0.05665, over 19250.30 utterances.], batch size: 58, lr: 3.73e-04
2022-08-26 00:12:57,934 INFO [train.py:927] (3/8) Epoch 10, batch 3200, giga_loss[loss=0.2028, simple_loss=0.2924, pruned_loss=0.05663, over 12405.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03622, over 105.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2934, pruned_loss=0.06337, over 2474006.25 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05814, over 18315.33 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.05819, over 1964847.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.06283, over 6353.20 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2932, pruned_loss=0.06364, over 2474754.44 frames. utt_duration=512.5 frames, utt_pad_proportion=0.05697, over 19371.87 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 00:14:37,494 INFO [train.py:927] (3/8) Epoch 10, batch 3250, giga_loss[loss=0.2366, simple_loss=0.3038, pruned_loss=0.0847, over 12320.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.19, over 362.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2909, pruned_loss=0.06264, over 2474817.45 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06645, over 18454.56 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2927, pruned_loss=0.05837, over 1980085.61 frames. utt_duration=1230 frames, utt_pad_proportion=0.06636, over 6448.35 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2904, pruned_loss=0.06286, over 2475288.34 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06392, over 19537.36 utterances.], batch size: 362, lr: 3.73e-04
2022-08-26 00:16:15,483 INFO [train.py:927] (3/8) Epoch 10, batch 3300, giga_loss[loss=0.206, simple_loss=0.2804, pruned_loss=0.06584, over 12348.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03983, over 113.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2863, pruned_loss=0.06077, over 2473682.74 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06215, over 17508.62 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2922, pruned_loss=0.05798, over 1998944.07 frames. utt_duration=1241 frames, utt_pad_proportion=0.06402, over 6451.42 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06136, over 2474570.88 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06099, over 18795.12 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 00:17:57,609 INFO [train.py:927] (3/8) Epoch 10, batch 3350, giga_loss[loss=0.2093, simple_loss=0.2861, pruned_loss=0.06622, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03647, over 37.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2876, pruned_loss=0.06119, over 2473600.67 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06239, over 17013.34 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.05863, over 2022349.13 frames. utt_duration=1227 frames, utt_pad_proportion=0.06746, over 6600.87 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2862, pruned_loss=0.0613, over 2474121.23 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06025, over 18406.99 utterances.], batch size: 37, lr: 3.73e-04
2022-08-26 00:19:36,508 INFO [train.py:927] (3/8) Epoch 10, batch 3400, giga_loss[loss=0.2065, simple_loss=0.2902, pruned_loss=0.06144, over 12214.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03214, over 42.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2894, pruned_loss=0.06178, over 2473275.87 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06286, over 17081.28 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.05921, over 2033311.67 frames. utt_duration=1197 frames, utt_pad_proportion=0.07597, over 6804.36 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2875, pruned_loss=0.0615, over 2473875.21 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05815, over 18236.72 utterances.], batch size: 42, lr: 3.73e-04
2022-08-26 00:21:17,886 INFO [train.py:927] (3/8) Epoch 10, batch 3450, giga_loss[loss=0.207, simple_loss=0.2925, pruned_loss=0.06075, over 12407.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04688, over 31.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2927, pruned_loss=0.06333, over 2473971.42 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06228, over 17268.14 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05921, over 2037621.15 frames. utt_duration=1200 frames, utt_pad_proportion=0.07531, over 6801.31 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2911, pruned_loss=0.06316, over 2474511.10 frames. utt_duration=543.2 frames, utt_pad_proportion=0.0588, over 18272.22 utterances.], batch size: 31, lr: 3.73e-04
2022-08-26 00:23:03,349 INFO [train.py:927] (3/8) Epoch 10, batch 3500, giga_loss[loss=0.2295, simple_loss=0.312, pruned_loss=0.07349, over 12329.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.03162, over 66.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2975, pruned_loss=0.06638, over 2474392.55 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06254, over 17537.71 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2949, pruned_loss=0.05924, over 2046557.17 frames. utt_duration=1188 frames, utt_pad_proportion=0.07867, over 6898.67 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.296, pruned_loss=0.06631, over 2474571.13 frames. utt_duration=538.3 frames, utt_pad_proportion=0.05845, over 18438.76 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 00:24:43,410 INFO [train.py:927] (3/8) Epoch 10, batch 3550, giga_loss[loss=0.2182, simple_loss=0.3045, pruned_loss=0.06598, over 12441.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3031, pruned_loss=0.06967, over 2474906.61 frames. utt_duration=544 frames, utt_pad_proportion=0.06595, over 18249.17 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.05939, over 2057475.33 frames. utt_duration=1180 frames, utt_pad_proportion=0.08257, over 6984.29 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.302, pruned_loss=0.0697, over 2474758.54 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06114, over 19134.03 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 00:26:24,465 INFO [train.py:927] (3/8) Epoch 10, batch 3600, giga_loss[loss=0.3459, simple_loss=0.3948, pruned_loss=0.1485, over 12416.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06692, over 184.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3102, pruned_loss=0.07497, over 2474652.88 frames. utt_duration=529 frames, utt_pad_proportion=0.06812, over 18765.50 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.0594, over 2061740.71 frames. utt_duration=1182 frames, utt_pad_proportion=0.08184, over 6985.43 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.07509, over 2474450.68 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06452, over 19557.88 utterances.], batch size: 184, lr: 3.73e-04
2022-08-26 00:28:07,932 INFO [train.py:927] (3/8) Epoch 10, batch 3650, giga_loss[loss=0.2075, simple_loss=0.2897, pruned_loss=0.06265, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03097, over 42.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.315, pruned_loss=0.07875, over 2473944.61 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06437, over 18789.22 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2953, pruned_loss=0.05951, over 2067816.18 frames. utt_duration=1182 frames, utt_pad_proportion=0.08092, over 7005.47 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3144, pruned_loss=0.07899, over 2473853.75 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06188, over 19554.95 utterances.], batch size: 42, lr: 3.73e-04
2022-08-26 00:29:50,583 INFO [train.py:927] (3/8) Epoch 10, batch 3700, giga_loss[loss=0.2755, simple_loss=0.3366, pruned_loss=0.1072, over 12392.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05407, over 162.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3187, pruned_loss=0.08243, over 2473700.03 frames. utt_duration=507 frames, utt_pad_proportion=0.07128, over 19574.20 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2951, pruned_loss=0.05945, over 2090951.47 frames. utt_duration=1197 frames, utt_pad_proportion=0.07679, over 6993.30 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3195, pruned_loss=0.08383, over 2474183.84 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07005, over 20883.96 utterances.], batch size: 162, lr: 3.73e-04
2022-08-26 00:31:41,054 INFO [train.py:927] (3/8) Epoch 10, batch 3750, giga_loss[loss=0.3404, simple_loss=0.3838, pruned_loss=0.1485, over 12441.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05414, over 162.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3237, pruned_loss=0.08621, over 2473964.08 frames. utt_duration=500 frames, utt_pad_proportion=0.07122, over 19848.13 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.295, pruned_loss=0.05941, over 2094411.09 frames. utt_duration=1200 frames, utt_pad_proportion=0.07612, over 6990.39 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3246, pruned_loss=0.08757, over 2474673.29 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07045, over 20996.32 utterances.], batch size: 162, lr: 3.72e-04
2022-08-26 00:33:26,878 INFO [train.py:927] (3/8) Epoch 10, batch 3800, giga_loss[loss=0.2267, simple_loss=0.3011, pruned_loss=0.07619, over 12343.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03421, over 62.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3252, pruned_loss=0.08897, over 2474490.32 frames. utt_duration=467 frames, utt_pad_proportion=0.07743, over 21260.45 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.295, pruned_loss=0.05938, over 2101747.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.07565, over 7017.50 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3264, pruned_loss=0.09053, over 2475236.99 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07667, over 22379.22 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:35:08,975 INFO [train.py:927] (3/8) Epoch 10, batch 3850, giga_loss[loss=0.2763, simple_loss=0.3506, pruned_loss=0.101, over 12453.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03467, over 98.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3259, pruned_loss=0.08929, over 2474593.50 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07267, over 21190.25 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2948, pruned_loss=0.05929, over 2116188.52 frames. utt_duration=1204 frames, utt_pad_proportion=0.07397, over 7040.54 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3283, pruned_loss=0.09173, over 2475401.41 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07274, over 22593.11 utterances.], batch size: 98, lr: 3.72e-04
2022-08-26 00:36:55,405 INFO [train.py:927] (3/8) Epoch 10, batch 3900, giga_loss[loss=0.239, simple_loss=0.3321, pruned_loss=0.073, over 12451.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03134, over 75.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3278, pruned_loss=0.09046, over 2474655.35 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07526, over 21732.52 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2947, pruned_loss=0.05933, over 2124985.18 frames. utt_duration=1203 frames, utt_pad_proportion=0.07351, over 7071.80 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3304, pruned_loss=0.09307, over 2475383.24 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07535, over 23152.46 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 00:38:41,195 INFO [train.py:927] (3/8) Epoch 10, batch 3950, giga_loss[loss=0.2282, simple_loss=0.3276, pruned_loss=0.06443, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0306, over 80.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3267, pruned_loss=0.0884, over 2474990.18 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07519, over 21759.84 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2953, pruned_loss=0.05979, over 2135174.68 frames. utt_duration=1194 frames, utt_pad_proportion=0.07687, over 7162.23 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3292, pruned_loss=0.09091, over 2475708.61 frames. utt_duration=428.3 frames, utt_pad_proportion=0.0743, over 23202.38 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 00:40:27,149 INFO [train.py:927] (3/8) Epoch 10, batch 4000, giga_loss[loss=0.2025, simple_loss=0.2896, pruned_loss=0.05774, over 12359.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03189, over 62.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3246, pruned_loss=0.0868, over 2475149.45 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07775, over 22498.85 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.295, pruned_loss=0.05973, over 2146806.73 frames. utt_duration=1199 frames, utt_pad_proportion=0.07548, over 7169.93 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3278, pruned_loss=0.08977, over 2475801.87 frames. utt_duration=411.6 frames, utt_pad_proportion=0.07732, over 24148.43 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:42:13,258 INFO [train.py:927] (3/8) Epoch 10, batch 4050, giga_loss[loss=0.246, simple_loss=0.3162, pruned_loss=0.08791, over 12335.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3226, pruned_loss=0.08521, over 2475665.21 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07736, over 22724.99 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05979, over 2151751.92 frames. utt_duration=1203 frames, utt_pad_proportion=0.07453, over 7164.43 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3255, pruned_loss=0.08785, over 2476139.46 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07729, over 24237.94 utterances.], batch size: 362, lr: 3.72e-04
2022-08-26 00:44:02,929 INFO [train.py:927] (3/8) Epoch 10, batch 4100, giga_loss[loss=0.2424, simple_loss=0.3245, pruned_loss=0.08013, over 12424.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03159, over 80.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3212, pruned_loss=0.08393, over 2475240.11 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07372, over 21982.82 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2947, pruned_loss=0.05955, over 2162395.83 frames. utt_duration=1208 frames, utt_pad_proportion=0.07255, over 7167.37 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3246, pruned_loss=0.087, over 2476077.69 frames. utt_duration=419.9 frames, utt_pad_proportion=0.07448, over 23670.89 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 00:45:53,714 INFO [train.py:927] (3/8) Epoch 10, batch 4150, giga_loss[loss=0.2304, simple_loss=0.319, pruned_loss=0.07092, over 12448.00 frames. utt_duration=542.7 frames, utt_pad_proportion=0.03265, over 92.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3201, pruned_loss=0.0819, over 2474680.70 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07683, over 22202.99 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2945, pruned_loss=0.0594, over 2166543.97 frames. utt_duration=1213 frames, utt_pad_proportion=0.07174, over 7150.97 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3233, pruned_loss=0.08475, over 2475815.31 frames. utt_duration=418.3 frames, utt_pad_proportion=0.07749, over 23756.41 utterances.], batch size: 92, lr: 3.72e-04
2022-08-26 00:47:39,349 INFO [train.py:927] (3/8) Epoch 10, batch 4200, giga_loss[loss=0.2662, simple_loss=0.3394, pruned_loss=0.09648, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04261, over 146.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3199, pruned_loss=0.0808, over 2474626.66 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07625, over 21615.53 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2937, pruned_loss=0.05916, over 2173866.03 frames. utt_duration=1223 frames, utt_pad_proportion=0.07043, over 7119.53 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3235, pruned_loss=0.08373, over 2475813.39 frames. utt_duration=428.2 frames, utt_pad_proportion=0.0772, over 23204.99 utterances.], batch size: 146, lr: 3.72e-04
2022-08-26 00:49:24,839 INFO [train.py:927] (3/8) Epoch 10, batch 4250, giga_loss[loss=0.2723, simple_loss=0.3314, pruned_loss=0.1066, over 12355.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2107, over 372.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3196, pruned_loss=0.08109, over 2474352.43 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07611, over 21326.41 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05905, over 2179802.23 frames. utt_duration=1222 frames, utt_pad_proportion=0.07026, over 7144.94 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3231, pruned_loss=0.08392, over 2475316.78 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07693, over 22827.19 utterances.], batch size: 372, lr: 3.72e-04
2022-08-26 00:51:09,991 INFO [train.py:927] (3/8) Epoch 10, batch 4300, giga_loss[loss=0.1992, simple_loss=0.2898, pruned_loss=0.05429, over 12225.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.0377, over 28.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3179, pruned_loss=0.08091, over 2474525.23 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07702, over 20971.27 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2933, pruned_loss=0.0589, over 2183908.98 frames. utt_duration=1225 frames, utt_pad_proportion=0.06938, over 7136.84 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3211, pruned_loss=0.08352, over 2475518.20 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07787, over 22333.35 utterances.], batch size: 28, lr: 3.72e-04
2022-08-26 00:52:58,441 INFO [train.py:927] (3/8) Epoch 10, batch 4350, giga_loss[loss=0.2037, simple_loss=0.3005, pruned_loss=0.05344, over 12325.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03193, over 66.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3172, pruned_loss=0.0793, over 2473826.92 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07305, over 20443.11 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2934, pruned_loss=0.05894, over 2189537.59 frames. utt_duration=1229 frames, utt_pad_proportion=0.06817, over 7132.15 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3201, pruned_loss=0.08172, over 2474729.75 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07435, over 21773.56 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 00:54:46,716 INFO [train.py:927] (3/8) Epoch 10, batch 4400, giga_loss[loss=0.3131, simple_loss=0.3561, pruned_loss=0.135, over 12347.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1131, over 260.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3164, pruned_loss=0.07873, over 2474095.60 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07226, over 20142.13 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05905, over 2192532.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.06787, over 7152.80 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3186, pruned_loss=0.08073, over 2474667.45 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07343, over 21286.24 utterances.], batch size: 260, lr: 3.72e-04
2022-08-26 00:56:31,028 INFO [train.py:927] (3/8) Epoch 10, batch 4450, giga_loss[loss=0.2233, simple_loss=0.3025, pruned_loss=0.07202, over 12459.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03053, over 80.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3162, pruned_loss=0.07917, over 2474409.70 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07041, over 20573.02 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05923, over 2199396.15 frames. utt_duration=1224 frames, utt_pad_proportion=0.06749, over 7193.49 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3181, pruned_loss=0.08105, over 2474992.09 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07158, over 21743.30 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 00:58:16,469 INFO [train.py:927] (3/8) Epoch 10, batch 4500, giga_loss[loss=0.2123, simple_loss=0.2967, pruned_loss=0.064, over 12347.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03037, over 70.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3154, pruned_loss=0.0795, over 2473688.19 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07286, over 20699.41 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2944, pruned_loss=0.05921, over 2204497.03 frames. utt_duration=1226 frames, utt_pad_proportion=0.06635, over 7202.54 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3172, pruned_loss=0.08137, over 2474461.22 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07403, over 21858.20 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 01:00:03,318 INFO [train.py:927] (3/8) Epoch 10, batch 4550, giga_loss[loss=0.2259, simple_loss=0.3163, pruned_loss=0.06775, over 12347.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3135, pruned_loss=0.07861, over 2474357.05 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06919, over 20040.33 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05941, over 2208319.20 frames. utt_duration=1228 frames, utt_pad_proportion=0.06549, over 7199.52 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3148, pruned_loss=0.08019, over 2475160.31 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07061, over 21141.59 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 01:01:47,641 INFO [train.py:927] (3/8) Epoch 10, batch 4600, giga_loss[loss=0.2287, simple_loss=0.3115, pruned_loss=0.07297, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03292, over 122.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3138, pruned_loss=0.07819, over 2474486.68 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06498, over 19390.18 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.295, pruned_loss=0.05937, over 2216569.29 frames. utt_duration=1232 frames, utt_pad_proportion=0.06376, over 7204.57 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3152, pruned_loss=0.08001, over 2474784.97 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06694, over 20609.09 utterances.], batch size: 122, lr: 3.72e-04
2022-08-26 01:03:31,513 INFO [train.py:927] (3/8) Epoch 10, batch 4650, giga_loss[loss=0.2283, simple_loss=0.3164, pruned_loss=0.0701, over 12326.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03562, over 62.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3136, pruned_loss=0.07751, over 2474948.37 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06253, over 18948.61 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2951, pruned_loss=0.05929, over 2221621.59 frames. utt_duration=1235 frames, utt_pad_proportion=0.06271, over 7201.57 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.315, pruned_loss=0.07934, over 2475255.74 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06458, over 20129.01 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 01:05:18,795 INFO [train.py:927] (3/8) Epoch 10, batch 4700, giga_loss[loss=0.2435, simple_loss=0.3242, pruned_loss=0.08137, over 12373.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02801, over 91.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3154, pruned_loss=0.07916, over 2474094.94 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06715, over 19602.49 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2952, pruned_loss=0.05922, over 2225991.31 frames. utt_duration=1240 frames, utt_pad_proportion=0.06169, over 7189.68 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3167, pruned_loss=0.08099, over 2474945.26 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06886, over 20770.88 utterances.], batch size: 91, lr: 3.72e-04
2022-08-26 01:07:08,840 INFO [train.py:927] (3/8) Epoch 10, batch 4750, giga_loss[loss=0.2177, simple_loss=0.2948, pruned_loss=0.07033, over 12391.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04132, over 26.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.315, pruned_loss=0.07992, over 2474335.65 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06938, over 19643.03 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2949, pruned_loss=0.05913, over 2232063.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.06126, over 7207.51 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3167, pruned_loss=0.08189, over 2475079.22 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07083, over 20828.63 utterances.], batch size: 26, lr: 3.72e-04
2022-08-26 01:08:54,063 INFO [train.py:927] (3/8) Epoch 10, batch 4800, giga_loss[loss=0.207, simple_loss=0.2866, pruned_loss=0.0637, over 12374.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03075, over 51.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3151, pruned_loss=0.08058, over 2474991.12 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06949, over 20069.83 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2946, pruned_loss=0.05899, over 2237891.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.06006, over 7193.53 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3172, pruned_loss=0.08272, over 2475723.68 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07103, over 21304.89 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 01:10:37,199 INFO [train.py:927] (3/8) Epoch 10, batch 4850, giga_loss[loss=0.211, simple_loss=0.3022, pruned_loss=0.05988, over 12351.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03257, over 51.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3143, pruned_loss=0.07906, over 2473941.21 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06953, over 19772.65 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2946, pruned_loss=0.05892, over 2243256.38 frames. utt_duration=1246 frames, utt_pad_proportion=0.05975, over 7212.43 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3165, pruned_loss=0.08131, over 2474994.82 frames. utt_duration=472 frames, utt_pad_proportion=0.07097, over 21037.80 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 01:12:22,290 INFO [train.py:927] (3/8) Epoch 10, batch 4900, giga_loss[loss=0.213, simple_loss=0.2892, pruned_loss=0.06839, over 12423.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3129, pruned_loss=0.07793, over 2474096.56 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06856, over 19841.23 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2948, pruned_loss=0.05891, over 2246581.55 frames. utt_duration=1248 frames, utt_pad_proportion=0.059, over 7206.26 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3146, pruned_loss=0.07998, over 2475041.89 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07002, over 21019.03 utterances.], batch size: 123, lr: 3.72e-04
2022-08-26 01:14:07,057 INFO [train.py:927] (3/8) Epoch 10, batch 4950, giga_loss[loss=0.2077, simple_loss=0.2878, pruned_loss=0.06375, over 12371.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03114, over 51.00 utterances.], tot_loss[loss=0.234, simple_loss=0.312, pruned_loss=0.07805, over 2473658.70 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06583, over 19150.45 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2945, pruned_loss=0.05884, over 2252966.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.05788, over 7215.72 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3141, pruned_loss=0.08026, over 2474740.13 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06761, over 20419.84 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 01:15:54,442 INFO [train.py:927] (3/8) Epoch 10, batch 5000, libri_loss[loss=0.2444, simple_loss=0.3263, pruned_loss=0.08127, over 12280.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.06419, over 51.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3154, pruned_loss=0.0795, over 2474096.15 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07223, over 19853.50 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2945, pruned_loss=0.05889, over 2256858.07 frames. utt_duration=1251 frames, utt_pad_proportion=0.05722, over 7223.48 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3174, pruned_loss=0.0816, over 2475438.25 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07359, over 21091.83 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 01:17:37,451 INFO [train.py:927] (3/8) Epoch 10, batch 5050, giga_loss[loss=0.2414, simple_loss=0.3079, pruned_loss=0.08742, over 12353.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.319, pruned_loss=0.08008, over 2475188.13 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07352, over 20449.72 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2951, pruned_loss=0.05921, over 2263556.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.05588, over 7237.63 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3207, pruned_loss=0.08204, over 2476027.09 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07503, over 21770.56 utterances.], batch size: 365, lr: 3.71e-04
2022-08-26 01:19:20,065 INFO [train.py:927] (3/8) Epoch 10, batch 5100, giga_loss[loss=0.2223, simple_loss=0.3071, pruned_loss=0.06869, over 12345.00 frames. utt_duration=668.8 frames, utt_pad_proportion=0.02648, over 74.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3195, pruned_loss=0.08084, over 2475554.30 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07038, over 20153.79 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2951, pruned_loss=0.059, over 2270789.22 frames. utt_duration=1254 frames, utt_pad_proportion=0.05464, over 7252.87 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3217, pruned_loss=0.08323, over 2476290.64 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07235, over 21608.46 utterances.], batch size: 74, lr: 3.71e-04
2022-08-26 01:21:06,908 INFO [train.py:927] (3/8) Epoch 10, batch 5150, giga_loss[loss=0.252, simple_loss=0.3156, pruned_loss=0.09418, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03023, over 45.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3188, pruned_loss=0.08122, over 2474491.19 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06761, over 19601.33 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2955, pruned_loss=0.05905, over 2276208.96 frames. utt_duration=1245 frames, utt_pad_proportion=0.05761, over 7322.81 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3208, pruned_loss=0.08367, over 2475637.48 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06875, over 21034.15 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 01:22:52,368 INFO [train.py:927] (3/8) Epoch 10, batch 5200, giga_loss[loss=0.2221, simple_loss=0.3006, pruned_loss=0.07183, over 12253.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02859, over 54.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3181, pruned_loss=0.08196, over 2475220.77 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07185, over 20169.61 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2958, pruned_loss=0.0593, over 2279392.83 frames. utt_duration=1234 frames, utt_pad_proportion=0.06088, over 7397.00 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3197, pruned_loss=0.08397, over 2475936.84 frames. utt_duration=464.3 frames, utt_pad_proportion=0.0715, over 21395.85 utterances.], batch size: 54, lr: 3.71e-04
2022-08-26 01:24:37,750 INFO [train.py:927] (3/8) Epoch 10, batch 5250, giga_loss[loss=0.2068, simple_loss=0.2933, pruned_loss=0.06015, over 12423.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03356, over 75.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3171, pruned_loss=0.08178, over 2475262.16 frames. utt_duration=501 frames, utt_pad_proportion=0.07328, over 19822.50 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2958, pruned_loss=0.05921, over 2282262.67 frames. utt_duration=1237 frames, utt_pad_proportion=0.06011, over 7391.08 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3187, pruned_loss=0.08374, over 2475872.42 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07326, over 20969.20 utterances.], batch size: 75, lr: 3.71e-04
2022-08-26 01:26:21,735 INFO [train.py:927] (3/8) Epoch 10, batch 5300, giga_loss[loss=0.2301, simple_loss=0.2978, pruned_loss=0.08121, over 12106.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03875, over 30.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3164, pruned_loss=0.0819, over 2474726.66 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07259, over 19767.09 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2957, pruned_loss=0.05909, over 2284700.91 frames. utt_duration=1240 frames, utt_pad_proportion=0.05939, over 7381.28 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.318, pruned_loss=0.08386, over 2475608.29 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07291, over 20854.80 utterances.], batch size: 30, lr: 3.71e-04
2022-08-26 01:28:05,055 INFO [train.py:927] (3/8) Epoch 10, batch 5350, giga_loss[loss=0.2018, simple_loss=0.2829, pruned_loss=0.06035, over 12146.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04221, over 28.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.316, pruned_loss=0.08063, over 2474103.23 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06731, over 19287.29 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2956, pruned_loss=0.05909, over 2292556.75 frames. utt_duration=1242 frames, utt_pad_proportion=0.0585, over 7391.09 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3182, pruned_loss=0.08312, over 2475309.90 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06828, over 20643.77 utterances.], batch size: 28, lr: 3.71e-04
2022-08-26 01:29:52,773 INFO [train.py:927] (3/8) Epoch 10, batch 5400, giga_loss[loss=0.2954, simple_loss=0.3596, pruned_loss=0.1156, over 12380.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07527, over 213.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3175, pruned_loss=0.08214, over 2473672.37 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07435, over 19786.96 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2963, pruned_loss=0.05962, over 2296977.04 frames. utt_duration=1231 frames, utt_pad_proportion=0.06238, over 7470.42 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3192, pruned_loss=0.08416, over 2474682.68 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07346, over 21046.14 utterances.], batch size: 213, lr: 3.71e-04
2022-08-26 01:31:39,740 INFO [train.py:927] (3/8) Epoch 10, batch 5450, libri_loss[loss=0.2088, simple_loss=0.2873, pruned_loss=0.06516, over 12342.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006213, over 33.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3178, pruned_loss=0.08095, over 2473682.35 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07995, over 20250.01 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.296, pruned_loss=0.05944, over 2302998.98 frames. utt_duration=1237 frames, utt_pad_proportion=0.06073, over 7455.04 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3201, pruned_loss=0.08346, over 2474562.77 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07971, over 21704.42 utterances.], batch size: 33, lr: 3.71e-04
2022-08-26 01:33:23,306 INFO [train.py:927] (3/8) Epoch 10, batch 5500, giga_loss[loss=0.2626, simple_loss=0.3263, pruned_loss=0.09948, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03298, over 122.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3211, pruned_loss=0.08254, over 2473847.29 frames. utt_duration=470.6 frames, utt_pad_proportion=0.08055, over 21091.03 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2964, pruned_loss=0.05966, over 2306518.51 frames. utt_duration=1236 frames, utt_pad_proportion=0.06009, over 7474.70 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.323, pruned_loss=0.08473, over 2474439.06 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08064, over 22450.19 utterances.], batch size: 122, lr: 3.71e-04
2022-08-26 01:35:07,500 INFO [train.py:927] (3/8) Epoch 10, batch 5550, giga_loss[loss=0.2205, simple_loss=0.3042, pruned_loss=0.06837, over 12365.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03177, over 97.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3212, pruned_loss=0.08229, over 2474053.14 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07846, over 20433.65 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2962, pruned_loss=0.05957, over 2309923.28 frames. utt_duration=1241 frames, utt_pad_proportion=0.05918, over 7455.36 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3233, pruned_loss=0.08455, over 2474457.68 frames. utt_duration=456 frames, utt_pad_proportion=0.07903, over 21776.75 utterances.], batch size: 97, lr: 3.71e-04
2022-08-26 01:36:52,008 INFO [train.py:927] (3/8) Epoch 10, batch 5600, giga_loss[loss=0.2216, simple_loss=0.3111, pruned_loss=0.06608, over 12384.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02455, over 66.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3213, pruned_loss=0.08279, over 2474046.27 frames. utt_duration=474 frames, utt_pad_proportion=0.0831, over 20943.08 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2958, pruned_loss=0.05935, over 2318534.15 frames. utt_duration=1251 frames, utt_pad_proportion=0.05682, over 7420.83 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3247, pruned_loss=0.08603, over 2474572.29 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08445, over 22767.11 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 01:38:35,937 INFO [train.py:927] (3/8) Epoch 10, batch 5650, giga_loss[loss=0.2386, simple_loss=0.3279, pruned_loss=0.07461, over 12394.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02633, over 91.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3229, pruned_loss=0.0833, over 2474238.36 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08584, over 22188.87 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.296, pruned_loss=0.05947, over 2321483.91 frames. utt_duration=1248 frames, utt_pad_proportion=0.05689, over 7449.18 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3259, pruned_loss=0.08619, over 2474766.69 frames. utt_duration=416.3 frames, utt_pad_proportion=0.08685, over 23865.03 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:40:22,126 INFO [train.py:927] (3/8) Epoch 10, batch 5700, giga_loss[loss=0.2517, simple_loss=0.3355, pruned_loss=0.08393, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3235, pruned_loss=0.08368, over 2474736.80 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08627, over 22804.82 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2958, pruned_loss=0.05931, over 2323840.06 frames. utt_duration=1251 frames, utt_pad_proportion=0.0562, over 7440.53 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3264, pruned_loss=0.08637, over 2475088.71 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08731, over 24318.06 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 01:42:06,378 INFO [train.py:927] (3/8) Epoch 10, batch 5750, giga_loss[loss=0.278, simple_loss=0.3336, pruned_loss=0.1112, over 12347.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3226, pruned_loss=0.08309, over 2475043.31 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08758, over 22770.67 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2965, pruned_loss=0.05937, over 2329209.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.05593, over 7503.51 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3252, pruned_loss=0.08601, over 2475188.09 frames. utt_duration=406.8 frames, utt_pad_proportion=0.08871, over 24428.32 utterances.], batch size: 369, lr: 3.71e-04
2022-08-26 01:43:51,846 INFO [train.py:927] (3/8) Epoch 10, batch 5800, giga_loss[loss=0.2391, simple_loss=0.3144, pruned_loss=0.08187, over 12367.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07144, over 211.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3206, pruned_loss=0.08252, over 2475389.59 frames. utt_duration=454 frames, utt_pad_proportion=0.08266, over 21881.24 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2965, pruned_loss=0.05935, over 2329719.93 frames. utt_duration=1244 frames, utt_pad_proportion=0.05569, over 7500.99 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3228, pruned_loss=0.08492, over 2475712.22 frames. utt_duration=427.4 frames, utt_pad_proportion=0.08397, over 23246.55 utterances.], batch size: 211, lr: 3.71e-04
2022-08-26 01:45:36,441 INFO [train.py:927] (3/8) Epoch 10, batch 5850, giga_loss[loss=0.236, simple_loss=0.3164, pruned_loss=0.07786, over 12358.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03284, over 62.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3192, pruned_loss=0.08285, over 2474988.51 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0852, over 22335.32 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2964, pruned_loss=0.05919, over 2332475.81 frames. utt_duration=1248 frames, utt_pad_proportion=0.05489, over 7484.10 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3215, pruned_loss=0.08532, over 2475360.08 frames. utt_duration=419.2 frames, utt_pad_proportion=0.0865, over 23703.38 utterances.], batch size: 62, lr: 3.71e-04
2022-08-26 01:47:15,298 INFO [train.py:927] (3/8) Epoch 10, batch 5900, giga_loss[loss=0.2011, simple_loss=0.2838, pruned_loss=0.05923, over 12326.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03537, over 51.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3164, pruned_loss=0.08066, over 2474857.23 frames. utt_duration=436 frames, utt_pad_proportion=0.0873, over 22780.78 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2958, pruned_loss=0.05892, over 2336113.14 frames. utt_duration=1255 frames, utt_pad_proportion=0.05403, over 7456.36 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3191, pruned_loss=0.08338, over 2475049.15 frames. utt_duration=410 frames, utt_pad_proportion=0.08859, over 24235.61 utterances.], batch size: 51, lr: 3.71e-04
2022-08-26 01:49:02,769 INFO [train.py:927] (3/8) Epoch 10, batch 5950, giga_loss[loss=0.2147, simple_loss=0.2964, pruned_loss=0.06649, over 12374.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.0311, over 58.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3159, pruned_loss=0.08035, over 2475092.09 frames. utt_duration=420.6 frames, utt_pad_proportion=0.0868, over 23618.68 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2957, pruned_loss=0.05895, over 2337893.93 frames. utt_duration=1257 frames, utt_pad_proportion=0.0534, over 7445.61 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3184, pruned_loss=0.08275, over 2475504.62 frames. utt_duration=397.7 frames, utt_pad_proportion=0.0881, over 24990.39 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 01:50:50,346 INFO [train.py:927] (3/8) Epoch 10, batch 6000, giga_loss[loss=0.2544, simple_loss=0.3324, pruned_loss=0.08824, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.0333, over 75.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3126, pruned_loss=0.07906, over 2474807.62 frames. utt_duration=440.3 frames, utt_pad_proportion=0.08548, over 22559.14 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2961, pruned_loss=0.05912, over 2340388.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.05258, over 7440.81 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3145, pruned_loss=0.08117, over 2475308.88 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08705, over 23930.70 utterances.], batch size: 75, lr: 3.71e-04
2022-08-26 01:50:50,348 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 01:51:05,485 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.19, simple_loss=0.3034, pruned_loss=0.0383, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 01:52:50,434 INFO [train.py:927] (3/8) Epoch 10, batch 6050, libri_loss[loss=0.227, simple_loss=0.3163, pruned_loss=0.06884, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01577, over 40.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3139, pruned_loss=0.07907, over 2474513.98 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08472, over 21996.76 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2966, pruned_loss=0.05911, over 2344062.94 frames. utt_duration=1262 frames, utt_pad_proportion=0.0516, over 7437.55 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3155, pruned_loss=0.08134, over 2475197.60 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08664, over 23514.98 utterances.], batch size: 40, lr: 3.71e-04
2022-08-26 01:54:35,627 INFO [train.py:927] (3/8) Epoch 10, batch 6100, giga_loss[loss=0.2166, simple_loss=0.3043, pruned_loss=0.06448, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04052, over 113.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3135, pruned_loss=0.07864, over 2474986.28 frames. utt_duration=456 frames, utt_pad_proportion=0.07926, over 21779.96 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2961, pruned_loss=0.05886, over 2347396.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05059, over 7422.74 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3156, pruned_loss=0.0811, over 2475456.19 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08164, over 23331.23 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 01:56:19,058 INFO [train.py:927] (3/8) Epoch 10, batch 6150, giga_loss[loss=0.217, simple_loss=0.3003, pruned_loss=0.06691, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03179, over 75.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3134, pruned_loss=0.07911, over 2474406.07 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07998, over 21657.12 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2956, pruned_loss=0.05873, over 2353814.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.04852, over 7401.46 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3164, pruned_loss=0.08225, over 2475106.32 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08294, over 23671.58 utterances.], batch size: 75, lr: 3.71e-04
2022-08-26 01:58:03,565 INFO [train.py:927] (3/8) Epoch 10, batch 6200, giga_loss[loss=0.287, simple_loss=0.3477, pruned_loss=0.1131, over 12383.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07019, over 211.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3146, pruned_loss=0.0797, over 2474015.60 frames. utt_duration=452.7 frames, utt_pad_proportion=0.0802, over 21930.87 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.295, pruned_loss=0.05844, over 2357929.67 frames. utt_duration=1279 frames, utt_pad_proportion=0.04734, over 7381.46 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3181, pruned_loss=0.08309, over 2474602.70 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08309, over 24002.15 utterances.], batch size: 211, lr: 3.71e-04
2022-08-26 01:59:45,815 INFO [train.py:927] (3/8) Epoch 10, batch 6250, giga_loss[loss=0.2243, simple_loss=0.3088, pruned_loss=0.06992, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.02885, over 75.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3164, pruned_loss=0.08088, over 2474576.98 frames. utt_duration=462 frames, utt_pad_proportion=0.07724, over 21493.98 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2951, pruned_loss=0.05842, over 2362356.49 frames. utt_duration=1278 frames, utt_pad_proportion=0.04686, over 7405.19 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3199, pruned_loss=0.08442, over 2475185.52 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08036, over 23664.01 utterances.], batch size: 75, lr: 3.71e-04
2022-08-26 02:01:33,952 INFO [train.py:927] (3/8) Epoch 10, batch 6300, giga_loss[loss=0.2274, simple_loss=0.3162, pruned_loss=0.06929, over 12394.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02905, over 58.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3179, pruned_loss=0.08083, over 2474124.31 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07492, over 21111.51 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2953, pruned_loss=0.05851, over 2363512.41 frames. utt_duration=1279 frames, utt_pad_proportion=0.04647, over 7402.14 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3207, pruned_loss=0.08374, over 2474567.73 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07782, over 22940.50 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 02:03:18,845 INFO [train.py:927] (3/8) Epoch 10, batch 6350, giga_loss[loss=0.2169, simple_loss=0.3019, pruned_loss=0.06592, over 12462.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03586, over 37.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.318, pruned_loss=0.08169, over 2474619.30 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07846, over 21592.61 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2956, pruned_loss=0.0586, over 2366903.92 frames. utt_duration=1282 frames, utt_pad_proportion=0.04537, over 7391.24 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.08454, over 2474885.20 frames. utt_duration=423.9 frames, utt_pad_proportion=0.08099, over 23430.48 utterances.], batch size: 37, lr: 3.71e-04
2022-08-26 02:05:04,453 INFO [train.py:927] (3/8) Epoch 10, batch 6400, giga_loss[loss=0.2088, simple_loss=0.293, pruned_loss=0.06233, over 12422.00 frames. utt_duration=711.5 frames, utt_pad_proportion=0.02406, over 70.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3166, pruned_loss=0.08152, over 2474099.75 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08124, over 21593.39 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2952, pruned_loss=0.05854, over 2369523.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.04473, over 7378.87 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3196, pruned_loss=0.0845, over 2474867.35 frames. utt_duration=423 frames, utt_pad_proportion=0.08357, over 23481.26 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:06:47,658 INFO [train.py:927] (3/8) Epoch 10, batch 6450, libri_loss[loss=0.2289, simple_loss=0.318, pruned_loss=0.06985, over 12479.00 frames. utt_duration=961.2 frames, utt_pad_proportion=0.0695, over 52.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.0812, over 2474712.50 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07822, over 21174.61 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.295, pruned_loss=0.05855, over 2372833.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.04395, over 7382.01 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3187, pruned_loss=0.08434, over 2475605.32 frames. utt_duration=429.3 frames, utt_pad_proportion=0.08092, over 23145.48 utterances.], batch size: 52, lr: 3.70e-04
2022-08-26 02:08:30,534 INFO [train.py:927] (3/8) Epoch 10, batch 6500, giga_loss[loss=0.2838, simple_loss=0.3488, pruned_loss=0.1094, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05482, over 162.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3156, pruned_loss=0.08202, over 2474635.30 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08304, over 21689.35 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2948, pruned_loss=0.05843, over 2374200.45 frames. utt_duration=1289 frames, utt_pad_proportion=0.04342, over 7376.32 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3186, pruned_loss=0.08488, over 2475492.02 frames. utt_duration=424.1 frames, utt_pad_proportion=0.08509, over 23431.04 utterances.], batch size: 162, lr: 3.70e-04
2022-08-26 02:10:14,283 INFO [train.py:927] (3/8) Epoch 10, batch 6550, giga_loss[loss=0.2074, simple_loss=0.2915, pruned_loss=0.0616, over 12460.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3162, pruned_loss=0.08239, over 2475137.45 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07994, over 21290.77 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2945, pruned_loss=0.05831, over 2375069.48 frames. utt_duration=1292 frames, utt_pad_proportion=0.04313, over 7363.60 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.319, pruned_loss=0.08495, over 2475922.62 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08197, over 22795.55 utterances.], batch size: 75, lr: 3.70e-04
2022-08-26 02:11:58,593 INFO [train.py:927] (3/8) Epoch 10, batch 6600, giga_loss[loss=0.29, simple_loss=0.3411, pruned_loss=0.1194, over 12366.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.317, pruned_loss=0.08331, over 2475492.21 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08093, over 21630.68 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2946, pruned_loss=0.05826, over 2378420.84 frames. utt_duration=1296 frames, utt_pad_proportion=0.042, over 7346.98 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.32, pruned_loss=0.08618, over 2476233.50 frames. utt_duration=426.8 frames, utt_pad_proportion=0.0831, over 23284.55 utterances.], batch size: 258, lr: 3.70e-04
2022-08-26 02:13:45,339 INFO [train.py:927] (3/8) Epoch 10, batch 6650, giga_loss[loss=0.2147, simple_loss=0.2922, pruned_loss=0.06861, over 12238.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03132, over 42.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3171, pruned_loss=0.08346, over 2475025.89 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08259, over 21474.91 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2947, pruned_loss=0.05837, over 2379710.84 frames. utt_duration=1282 frames, utt_pad_proportion=0.04656, over 7431.79 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08594, over 2475739.80 frames. utt_duration=434.1 frames, utt_pad_proportion=0.0832, over 22887.97 utterances.], batch size: 42, lr: 3.70e-04
2022-08-26 02:15:29,558 INFO [train.py:927] (3/8) Epoch 10, batch 6700, libri_loss[loss=0.1915, simple_loss=0.2705, pruned_loss=0.05622, over 12456.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005384, over 32.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3169, pruned_loss=0.083, over 2475180.76 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08161, over 21278.91 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05819, over 2383464.47 frames. utt_duration=1289 frames, utt_pad_proportion=0.04513, over 7403.90 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3202, pruned_loss=0.0861, over 2475746.02 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08297, over 22968.17 utterances.], batch size: 32, lr: 3.70e-04
2022-08-26 02:17:22,325 INFO [train.py:927] (3/8) Epoch 10, batch 6750, giga_loss[loss=0.2364, simple_loss=0.315, pruned_loss=0.07895, over 12351.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0305, over 85.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3184, pruned_loss=0.08404, over 2474883.00 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08295, over 21472.71 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2941, pruned_loss=0.05819, over 2384712.97 frames. utt_duration=1292 frames, utt_pad_proportion=0.04462, over 7391.91 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3213, pruned_loss=0.08683, over 2475434.83 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08425, over 23008.70 utterances.], batch size: 85, lr: 3.70e-04
2022-08-26 02:19:06,149 INFO [train.py:927] (3/8) Epoch 10, batch 6800, giga_loss[loss=0.2441, simple_loss=0.3256, pruned_loss=0.08132, over 12407.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05009, over 161.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3198, pruned_loss=0.08432, over 2474038.29 frames. utt_duration=446.5 frames, utt_pad_proportion=0.08864, over 22238.17 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2942, pruned_loss=0.05828, over 2385664.81 frames. utt_duration=1294 frames, utt_pad_proportion=0.04411, over 7382.10 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3224, pruned_loss=0.08677, over 2474800.94 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08961, over 23640.64 utterances.], batch size: 161, lr: 3.70e-04
2022-08-26 02:20:50,268 INFO [train.py:927] (3/8) Epoch 10, batch 6850, libri_loss[loss=0.2253, simple_loss=0.3213, pruned_loss=0.06468, over 12421.00 frames. utt_duration=975.7 frames, utt_pad_proportion=0.05359, over 51.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3189, pruned_loss=0.08319, over 2473596.80 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08312, over 21620.95 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2946, pruned_loss=0.0584, over 2387276.88 frames. utt_duration=1292 frames, utt_pad_proportion=0.04373, over 7401.35 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.321, pruned_loss=0.08549, over 2474339.13 frames. utt_duration=432 frames, utt_pad_proportion=0.08458, over 22986.74 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:22:30,862 INFO [train.py:927] (3/8) Epoch 10, batch 6900, giga_loss[loss=0.2413, simple_loss=0.3233, pruned_loss=0.07963, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03438, over 86.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3187, pruned_loss=0.08256, over 2473709.37 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07806, over 20628.25 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2947, pruned_loss=0.05849, over 2389262.74 frames. utt_duration=1294 frames, utt_pad_proportion=0.04288, over 7394.39 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3209, pruned_loss=0.08487, over 2474411.40 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08009, over 22031.27 utterances.], batch size: 86, lr: 3.70e-04
2022-08-26 02:24:17,837 INFO [train.py:927] (3/8) Epoch 10, batch 6950, giga_loss[loss=0.2403, simple_loss=0.323, pruned_loss=0.07877, over 12352.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03265, over 51.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3184, pruned_loss=0.08308, over 2473996.57 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07872, over 20295.06 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2952, pruned_loss=0.0588, over 2391882.46 frames. utt_duration=1293 frames, utt_pad_proportion=0.04209, over 7407.34 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3204, pruned_loss=0.08542, over 2474812.94 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08098, over 21822.43 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:26:01,340 INFO [train.py:927] (3/8) Epoch 10, batch 7000, giga_loss[loss=0.2597, simple_loss=0.3284, pruned_loss=0.09549, over 12359.00 frames. utt_duration=439 frames, utt_pad_proportion=0.0415, over 113.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3182, pruned_loss=0.08299, over 2473691.78 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07556, over 19856.32 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2949, pruned_loss=0.05873, over 2394557.66 frames. utt_duration=1298 frames, utt_pad_proportion=0.04086, over 7389.25 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3209, pruned_loss=0.08581, over 2474848.76 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07846, over 21564.32 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 02:27:43,185 INFO [train.py:927] (3/8) Epoch 10, batch 7050, giga_loss[loss=0.2266, simple_loss=0.2986, pruned_loss=0.07733, over 12259.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02819, over 54.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3194, pruned_loss=0.08386, over 2474187.90 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07472, over 19975.35 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2949, pruned_loss=0.05877, over 2396807.04 frames. utt_duration=1275 frames, utt_pad_proportion=0.04859, over 7526.64 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3223, pruned_loss=0.08676, over 2475219.71 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07533, over 21566.77 utterances.], batch size: 54, lr: 3.70e-04
2022-08-26 02:29:25,482 INFO [train.py:927] (3/8) Epoch 10, batch 7100, giga_loss[loss=0.2339, simple_loss=0.3132, pruned_loss=0.07729, over 12445.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03164, over 55.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.319, pruned_loss=0.08292, over 2474039.40 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07294, over 19713.88 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.295, pruned_loss=0.05874, over 2398000.89 frames. utt_duration=1274 frames, utt_pad_proportion=0.04832, over 7535.79 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3215, pruned_loss=0.08557, over 2474826.02 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07376, over 21125.80 utterances.], batch size: 55, lr: 3.70e-04
2022-08-26 02:31:09,099 INFO [train.py:927] (3/8) Epoch 10, batch 7150, giga_loss[loss=0.2317, simple_loss=0.3097, pruned_loss=0.07683, over 12426.00 frames. utt_duration=579.5 frames, utt_pad_proportion=0.03574, over 86.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3194, pruned_loss=0.08357, over 2474757.02 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07081, over 19850.39 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2949, pruned_loss=0.05889, over 2399815.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.04736, over 7521.06 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3222, pruned_loss=0.08627, over 2475815.63 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07214, over 21352.19 utterances.], batch size: 86, lr: 3.70e-04
2022-08-26 02:32:55,180 INFO [train.py:927] (3/8) Epoch 10, batch 7200, giga_loss[loss=0.245, simple_loss=0.3195, pruned_loss=0.08526, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04476, over 146.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3182, pruned_loss=0.08314, over 2475099.68 frames. utt_duration=493.2 frames, utt_pad_proportion=0.0693, over 20132.90 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2949, pruned_loss=0.05892, over 2400284.35 frames. utt_duration=1280 frames, utt_pad_proportion=0.04703, over 7507.88 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3206, pruned_loss=0.08546, over 2476183.01 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0706, over 21437.75 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:34:38,225 INFO [train.py:927] (3/8) Epoch 10, batch 7250, libri_loss[loss=0.1968, simple_loss=0.2934, pruned_loss=0.05007, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005869, over 33.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3141, pruned_loss=0.0812, over 2474599.93 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06938, over 19691.77 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2947, pruned_loss=0.05872, over 2402207.87 frames. utt_duration=1287 frames, utt_pad_proportion=0.04601, over 7475.00 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3168, pruned_loss=0.08389, over 2475775.54 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07093, over 21113.82 utterances.], batch size: 33, lr: 3.70e-04
2022-08-26 02:36:24,503 INFO [train.py:927] (3/8) Epoch 10, batch 7300, giga_loss[loss=0.2186, simple_loss=0.2988, pruned_loss=0.06922, over 12317.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03247, over 70.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3117, pruned_loss=0.08036, over 2473350.38 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06683, over 19112.25 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2939, pruned_loss=0.05849, over 2404262.77 frames. utt_duration=1296 frames, utt_pad_proportion=0.04472, over 7428.76 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3153, pruned_loss=0.08353, over 2475000.07 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06899, over 20734.58 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:38:10,068 INFO [train.py:927] (3/8) Epoch 10, batch 7350, giga_loss[loss=0.2136, simple_loss=0.3083, pruned_loss=0.05945, over 12324.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.03224, over 70.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3112, pruned_loss=0.07817, over 2474142.46 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07006, over 20277.31 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05827, over 2405724.06 frames. utt_duration=1299 frames, utt_pad_proportion=0.04403, over 7416.23 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3147, pruned_loss=0.08126, over 2475375.77 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07188, over 21808.69 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:39:52,763 INFO [train.py:927] (3/8) Epoch 10, batch 7400, giga_loss[loss=0.2205, simple_loss=0.3048, pruned_loss=0.06806, over 12433.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06148, over 183.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.0753, over 2474941.58 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07034, over 21436.77 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05816, over 2407283.41 frames. utt_duration=1300 frames, utt_pad_proportion=0.04336, over 7417.84 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3132, pruned_loss=0.07827, over 2476045.76 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07204, over 22935.44 utterances.], batch size: 183, lr: 3.70e-04
2022-08-26 02:41:35,653 INFO [train.py:927] (3/8) Epoch 10, batch 7450, giga_loss[loss=0.2261, simple_loss=0.319, pruned_loss=0.0666, over 12304.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03567, over 51.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3075, pruned_loss=0.07215, over 2474403.64 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07054, over 21231.17 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2932, pruned_loss=0.05795, over 2408924.45 frames. utt_duration=1306 frames, utt_pad_proportion=0.04226, over 7386.66 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.07524, over 2475922.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07249, over 22914.74 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:43:19,391 INFO [train.py:927] (3/8) Epoch 10, batch 7500, giga_loss[loss=0.2305, simple_loss=0.3154, pruned_loss=0.07281, over 12332.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03236, over 85.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3079, pruned_loss=0.07109, over 2475368.25 frames. utt_duration=456 frames, utt_pad_proportion=0.07187, over 21783.51 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05786, over 2409699.39 frames. utt_duration=1308 frames, utt_pad_proportion=0.04196, over 7375.81 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3109, pruned_loss=0.07372, over 2476452.78 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07346, over 23253.16 utterances.], batch size: 85, lr: 3.70e-04
2022-08-26 02:45:04,010 INFO [train.py:927] (3/8) Epoch 10, batch 7550, giga_loss[loss=0.2073, simple_loss=0.2901, pruned_loss=0.0622, over 12387.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06993, over 211.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3058, pruned_loss=0.06962, over 2475413.62 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07322, over 22089.97 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05798, over 2411544.08 frames. utt_duration=1311 frames, utt_pad_proportion=0.04087, over 7363.87 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3086, pruned_loss=0.07202, over 2476681.24 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07494, over 23739.04 utterances.], batch size: 211, lr: 3.70e-04
2022-08-26 02:46:48,137 INFO [train.py:927] (3/8) Epoch 10, batch 7600, giga_loss[loss=0.1875, simple_loss=0.2809, pruned_loss=0.04706, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02742, over 45.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.304, pruned_loss=0.06815, over 2475451.40 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07428, over 23021.15 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2926, pruned_loss=0.05772, over 2413040.48 frames. utt_duration=1316 frames, utt_pad_proportion=0.04007, over 7342.17 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3069, pruned_loss=0.07061, over 2476842.60 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07598, over 24787.61 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 02:48:32,735 INFO [train.py:927] (3/8) Epoch 10, batch 7650, giga_loss[loss=0.2116, simple_loss=0.2979, pruned_loss=0.06266, over 12376.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06035, over 182.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.303, pruned_loss=0.06686, over 2475329.25 frames. utt_duration=427.6 frames, utt_pad_proportion=0.073, over 23235.33 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05777, over 2414156.61 frames. utt_duration=1306 frames, utt_pad_proportion=0.0439, over 7403.22 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3053, pruned_loss=0.06901, over 2476829.41 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07376, over 24943.78 utterances.], batch size: 182, lr: 3.70e-04
2022-08-26 02:50:17,776 INFO [train.py:927] (3/8) Epoch 10, batch 7700, giga_loss[loss=0.1955, simple_loss=0.2776, pruned_loss=0.05674, over 12340.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03024, over 91.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2992, pruned_loss=0.06405, over 2475040.79 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07093, over 23268.89 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05762, over 2414936.35 frames. utt_duration=1309 frames, utt_pad_proportion=0.04327, over 7385.31 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3014, pruned_loss=0.06603, over 2476628.32 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07194, over 24930.85 utterances.], batch size: 91, lr: 3.69e-04
2022-08-26 02:52:03,054 INFO [train.py:927] (3/8) Epoch 10, batch 7750, giga_loss[loss=0.2013, simple_loss=0.2841, pruned_loss=0.05923, over 12393.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04849, over 161.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2972, pruned_loss=0.06297, over 2475782.13 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06838, over 22944.61 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05777, over 2417358.70 frames. utt_duration=1310 frames, utt_pad_proportion=0.04181, over 7387.94 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2989, pruned_loss=0.06469, over 2477315.19 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07012, over 24957.47 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 02:53:55,988 INFO [train.py:927] (3/8) Epoch 10, batch 7800, giga_loss[loss=0.2385, simple_loss=0.3269, pruned_loss=0.07503, over 12357.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03724, over 113.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2977, pruned_loss=0.06306, over 2476252.87 frames. utt_duration=407 frames, utt_pad_proportion=0.07281, over 24421.55 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05763, over 2418076.01 frames. utt_duration=1312 frames, utt_pad_proportion=0.04133, over 7380.20 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2992, pruned_loss=0.0646, over 2477596.60 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07402, over 26216.74 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 02:55:58,064 INFO [train.py:927] (3/8) Epoch 10, batch 7850, giga_loss[loss=0.207, simple_loss=0.295, pruned_loss=0.05947, over 12401.00 frames. utt_duration=275.4 frames, utt_pad_proportion=0.05377, over 181.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2992, pruned_loss=0.0629, over 2476811.59 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07034, over 24845.73 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2937, pruned_loss=0.05787, over 2418936.49 frames. utt_duration=1309 frames, utt_pad_proportion=0.04183, over 7402.54 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2998, pruned_loss=0.06396, over 2477886.30 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07143, over 26472.41 utterances.], batch size: 181, lr: 3.69e-04
2022-08-26 02:57:55,732 INFO [train.py:927] (3/8) Epoch 10, batch 7900, giga_loss[loss=0.2118, simple_loss=0.2988, pruned_loss=0.06237, over 12351.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03306, over 51.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2977, pruned_loss=0.06175, over 2476991.41 frames. utt_duration=402 frames, utt_pad_proportion=0.06806, over 24728.99 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05793, over 2420217.80 frames. utt_duration=1311 frames, utt_pad_proportion=0.04106, over 7393.54 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2983, pruned_loss=0.06266, over 2478000.67 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06939, over 26445.00 utterances.], batch size: 51, lr: 3.69e-04
2022-08-26 03:00:04,780 INFO [train.py:927] (3/8) Epoch 10, batch 7950, giga_loss[loss=0.2037, simple_loss=0.2895, pruned_loss=0.05892, over 12428.00 frames. utt_duration=372 frames, utt_pad_proportion=0.04625, over 134.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2956, pruned_loss=0.06029, over 2476381.06 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06795, over 24585.62 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2938, pruned_loss=0.05796, over 2421836.73 frames. utt_duration=1311 frames, utt_pad_proportion=0.04014, over 7396.84 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.296, pruned_loss=0.0611, over 2477763.44 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06955, over 26609.89 utterances.], batch size: 134, lr: 3.69e-04
2022-08-26 03:02:00,225 INFO [train.py:927] (3/8) Epoch 10, batch 8000, libri_loss[loss=0.1847, simple_loss=0.2701, pruned_loss=0.04962, over 12447.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006716, over 32.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2932, pruned_loss=0.0593, over 2476445.43 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06666, over 24190.22 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.05798, over 2423461.47 frames. utt_duration=1317 frames, utt_pad_proportion=0.03918, over 7368.67 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2939, pruned_loss=0.05999, over 2478048.36 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06859, over 26500.10 utterances.], batch size: 32, lr: 3.69e-04
2022-08-26 03:03:53,675 INFO [train.py:927] (3/8) Epoch 10, batch 8050, giga_loss[loss=0.209, simple_loss=0.3113, pruned_loss=0.05338, over 12415.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.04935, over 147.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2939, pruned_loss=0.05914, over 2476777.33 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06977, over 25122.10 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05787, over 2424878.29 frames. utt_duration=1308 frames, utt_pad_proportion=0.04268, over 7423.15 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05983, over 2478192.68 frames. utt_duration=363.2 frames, utt_pad_proportion=0.07042, over 27387.33 utterances.], batch size: 147, lr: 3.69e-04
2022-08-26 03:06:15,235 INFO [train.py:927] (3/8) Epoch 10, batch 8100, giga_loss[loss=0.1956, simple_loss=0.2877, pruned_loss=0.05175, over 12448.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02615, over 122.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2919, pruned_loss=0.05787, over 2476482.35 frames. utt_duration=396 frames, utt_pad_proportion=0.06918, over 25096.89 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05772, over 2425027.24 frames. utt_duration=1311 frames, utt_pad_proportion=0.04242, over 7407.95 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2928, pruned_loss=0.05854, over 2477914.91 frames. utt_duration=367.7 frames, utt_pad_proportion=0.06986, over 27046.68 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:08:14,507 INFO [train.py:927] (3/8) Epoch 10, batch 8150, giga_loss[loss=0.1995, simple_loss=0.3038, pruned_loss=0.04765, over 12323.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03233, over 70.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2939, pruned_loss=0.05877, over 2477082.22 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06825, over 24780.66 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05767, over 2426711.43 frames. utt_duration=1313 frames, utt_pad_proportion=0.04141, over 7402.71 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2947, pruned_loss=0.0594, over 2478322.98 frames. utt_duration=369.4 frames, utt_pad_proportion=0.06937, over 26924.04 utterances.], batch size: 70, lr: 3.69e-04
2022-08-26 03:10:19,009 INFO [train.py:927] (3/8) Epoch 10, batch 8200, giga_loss[loss=0.1747, simple_loss=0.2824, pruned_loss=0.03345, over 12372.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02883, over 70.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2962, pruned_loss=0.05817, over 2477367.60 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06798, over 24451.30 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2928, pruned_loss=0.05761, over 2427624.91 frames. utt_duration=1311 frames, utt_pad_proportion=0.04149, over 7417.64 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.297, pruned_loss=0.05874, over 2478430.74 frames. utt_duration=376 frames, utt_pad_proportion=0.06903, over 26454.50 utterances.], batch size: 70, lr: 3.69e-04
2022-08-26 03:12:26,495 INFO [train.py:927] (3/8) Epoch 10, batch 8250, giga_loss[loss=0.2325, simple_loss=0.3083, pruned_loss=0.07835, over 12388.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1948, over 365.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2967, pruned_loss=0.05791, over 2477519.03 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07126, over 24805.30 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05785, over 2428861.84 frames. utt_duration=1289 frames, utt_pad_proportion=0.04759, over 7544.83 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2971, pruned_loss=0.05818, over 2478363.56 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07064, over 26654.16 utterances.], batch size: 365, lr: 3.69e-04
2022-08-26 03:14:39,977 INFO [train.py:927] (3/8) Epoch 10, batch 8300, giga_loss[loss=0.2523, simple_loss=0.3375, pruned_loss=0.08354, over 12347.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02695, over 48.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2954, pruned_loss=0.05802, over 2477224.77 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06832, over 24052.85 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05788, over 2429642.07 frames. utt_duration=1294 frames, utt_pad_proportion=0.04659, over 7519.81 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.296, pruned_loss=0.05821, over 2478450.08 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06842, over 25995.96 utterances.], batch size: 48, lr: 3.69e-04
2022-08-26 03:16:58,820 INFO [train.py:927] (3/8) Epoch 10, batch 8350, giga_loss[loss=0.1876, simple_loss=0.2875, pruned_loss=0.04383, over 12392.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02419, over 66.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05813, over 2476944.61 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06697, over 24123.94 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05796, over 2429934.65 frames. utt_duration=1295 frames, utt_pad_proportion=0.04622, over 7511.63 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2947, pruned_loss=0.05822, over 2478060.05 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06726, over 25794.17 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 03:19:06,702 INFO [train.py:927] (3/8) Epoch 10, batch 8400, giga_loss[loss=0.1968, simple_loss=0.2923, pruned_loss=0.05067, over 12421.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2907, pruned_loss=0.05693, over 2476914.39 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07615, over 25044.58 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2929, pruned_loss=0.058, over 2431111.25 frames. utt_duration=1298 frames, utt_pad_proportion=0.04543, over 7503.14 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2911, pruned_loss=0.05696, over 2478032.69 frames. utt_duration=370.2 frames, utt_pad_proportion=0.07621, over 26858.26 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 03:21:09,178 INFO [train.py:927] (3/8) Epoch 10, batch 8450, giga_loss[loss=0.1965, simple_loss=0.2789, pruned_loss=0.05699, over 12408.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02362, over 48.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.0576, over 2477752.83 frames. utt_duration=399.8 frames, utt_pad_proportion=0.0737, over 24862.85 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05809, over 2432320.34 frames. utt_duration=1296 frames, utt_pad_proportion=0.04489, over 7515.48 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2926, pruned_loss=0.05752, over 2478593.21 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07422, over 26712.59 utterances.], batch size: 48, lr: 3.69e-04
2022-08-26 03:23:11,362 INFO [train.py:927] (3/8) Epoch 10, batch 8500, giga_loss[loss=0.2254, simple_loss=0.3072, pruned_loss=0.07178, over 12409.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03113, over 122.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2926, pruned_loss=0.0586, over 2478162.58 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06961, over 24372.51 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05823, over 2433653.61 frames. utt_duration=1298 frames, utt_pad_proportion=0.04391, over 7505.98 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2927, pruned_loss=0.05841, over 2478857.49 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07073, over 26316.83 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:25:14,965 INFO [train.py:927] (3/8) Epoch 10, batch 8550, giga_loss[loss=0.2338, simple_loss=0.3163, pruned_loss=0.07567, over 12393.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07102, over 212.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2929, pruned_loss=0.05874, over 2477906.21 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07009, over 24339.00 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05846, over 2434889.60 frames. utt_duration=1301 frames, utt_pad_proportion=0.04288, over 7493.75 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2927, pruned_loss=0.0584, over 2478965.86 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07151, over 26544.10 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:27:35,915 INFO [train.py:927] (3/8) Epoch 10, batch 8600, giga_loss[loss=0.2113, simple_loss=0.3046, pruned_loss=0.059, over 12425.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.02804, over 122.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2945, pruned_loss=0.05911, over 2477618.92 frames. utt_duration=414.6 frames, utt_pad_proportion=0.07014, over 23969.85 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2938, pruned_loss=0.05873, over 2436183.07 frames. utt_duration=1303 frames, utt_pad_proportion=0.0419, over 7485.67 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05859, over 2478638.54 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07178, over 26280.35 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:29:42,492 INFO [train.py:927] (3/8) Epoch 10, batch 8650, giga_loss[loss=0.1713, simple_loss=0.2515, pruned_loss=0.04557, over 12394.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09444, over 255.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2909, pruned_loss=0.05846, over 2477417.17 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07269, over 24567.88 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2941, pruned_loss=0.05891, over 2436692.65 frames. utt_duration=1289 frames, utt_pad_proportion=0.04654, over 7568.52 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2902, pruned_loss=0.0579, over 2478321.67 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07281, over 26547.37 utterances.], batch size: 255, lr: 3.69e-04
2022-08-26 03:31:36,799 INFO [train.py:927] (3/8) Epoch 10, batch 8700, giga_loss[loss=0.2092, simple_loss=0.2955, pruned_loss=0.06148, over 12385.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03936, over 113.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2905, pruned_loss=0.05798, over 2477433.18 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07171, over 24708.42 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2946, pruned_loss=0.05885, over 2437528.02 frames. utt_duration=1288 frames, utt_pad_proportion=0.0463, over 7581.61 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2893, pruned_loss=0.05756, over 2478711.64 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07214, over 26845.62 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 03:33:41,160 INFO [train.py:927] (3/8) Epoch 10, batch 8750, giga_loss[loss=0.2071, simple_loss=0.3002, pruned_loss=0.05703, over 12386.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2901, pruned_loss=0.05781, over 2477663.85 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07268, over 25082.70 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2946, pruned_loss=0.05894, over 2438557.77 frames. utt_duration=1272 frames, utt_pad_proportion=0.0502, over 7677.83 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.289, pruned_loss=0.05737, over 2479002.38 frames. utt_duration=365.4 frames, utt_pad_proportion=0.07229, over 27227.09 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 03:35:54,323 INFO [train.py:927] (3/8) Epoch 10, batch 8800, giga_loss[loss=0.2009, simple_loss=0.2869, pruned_loss=0.05743, over 12368.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.0281, over 85.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2894, pruned_loss=0.05769, over 2477931.68 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07207, over 25139.10 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2948, pruned_loss=0.05927, over 2438746.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.05372, over 7737.34 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2884, pruned_loss=0.05705, over 2479347.52 frames. utt_duration=368.3 frames, utt_pad_proportion=0.07106, over 27017.40 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 03:38:05,861 INFO [train.py:927] (3/8) Epoch 10, batch 8850, libri_loss[loss=0.202, simple_loss=0.292, pruned_loss=0.05599, over 12458.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005443, over 35.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2876, pruned_loss=0.05657, over 2477917.25 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06981, over 24092.49 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05902, over 2439958.60 frames. utt_duration=1271 frames, utt_pad_proportion=0.05214, over 7688.74 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.287, pruned_loss=0.0562, over 2479338.34 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06967, over 26269.64 utterances.], batch size: 35, lr: 3.69e-04
2022-08-26 03:40:09,826 INFO [train.py:927] (3/8) Epoch 10, batch 8900, giga_loss[loss=0.1969, simple_loss=0.2791, pruned_loss=0.05735, over 12364.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03312, over 104.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2878, pruned_loss=0.05694, over 2478762.08 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06683, over 24022.51 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.294, pruned_loss=0.0588, over 2440679.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.05159, over 7671.45 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2875, pruned_loss=0.05681, over 2479756.19 frames. utt_duration=383 frames, utt_pad_proportion=0.06714, over 25975.57 utterances.], batch size: 104, lr: 3.69e-04
2022-08-26 03:42:07,834 INFO [train.py:927] (3/8) Epoch 10, batch 8950, giga_loss[loss=0.1787, simple_loss=0.2849, pruned_loss=0.0362, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02773, over 45.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2869, pruned_loss=0.05564, over 2478798.95 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07093, over 24972.10 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05861, over 2441426.34 frames. utt_duration=1266 frames, utt_pad_proportion=0.05515, over 7723.97 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2865, pruned_loss=0.05564, over 2479749.97 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07003, over 26868.65 utterances.], batch size: 45, lr: 3.69e-04
2022-08-26 03:44:11,101 INFO [train.py:927] (3/8) Epoch 10, batch 9000, giga_loss[loss=0.2012, simple_loss=0.2885, pruned_loss=0.05695, over 12441.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04629, over 161.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2888, pruned_loss=0.05601, over 2478376.12 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06988, over 25331.53 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2934, pruned_loss=0.05835, over 2441471.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05464, over 7700.19 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2889, pruned_loss=0.05619, over 2479566.11 frames. utt_duration=367.6 frames, utt_pad_proportion=0.0694, over 27070.87 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:44:11,102 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 03:44:25,393 INFO [train.py:967] (3/8) 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] (3/8) Epoch 10, batch 9050, giga_loss[loss=0.1836, simple_loss=0.2805, pruned_loss=0.04334, over 12363.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04677, over 146.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2896, pruned_loss=0.05602, over 2478066.00 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06784, over 25468.66 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.05844, over 2441805.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.05405, over 7695.77 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2894, pruned_loss=0.05605, over 2479186.07 frames. utt_duration=367.4 frames, utt_pad_proportion=0.06777, over 27077.31 utterances.], batch size: 146, lr: 3.68e-04
2022-08-26 03:48:27,336 INFO [train.py:927] (3/8) Epoch 10, batch 9100, giga_loss[loss=0.2343, simple_loss=0.304, pruned_loss=0.08235, over 12383.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09455, over 255.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2889, pruned_loss=0.05577, over 2477836.44 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06788, over 24926.59 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.05842, over 2443091.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05338, over 7700.89 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2886, pruned_loss=0.05573, over 2478845.35 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06817, over 26845.12 utterances.], batch size: 255, lr: 3.68e-04
2022-08-26 03:50:32,030 INFO [train.py:927] (3/8) Epoch 10, batch 9150, giga_loss[loss=0.211, simple_loss=0.2969, pruned_loss=0.06258, over 12444.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04458, over 134.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2877, pruned_loss=0.05532, over 2477731.33 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06879, over 25326.38 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05818, over 2443646.31 frames. utt_duration=1270 frames, utt_pad_proportion=0.05306, over 7707.34 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2875, pruned_loss=0.05545, over 2478497.00 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06908, over 27046.64 utterances.], batch size: 134, lr: 3.68e-04
2022-08-26 03:52:35,136 INFO [train.py:927] (3/8) Epoch 10, batch 9200, giga_loss[loss=0.2138, simple_loss=0.2997, pruned_loss=0.06394, over 12326.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03206, over 70.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2895, pruned_loss=0.05632, over 2477473.27 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06611, over 24587.01 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2938, pruned_loss=0.05833, over 2443938.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05282, over 7710.37 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.289, pruned_loss=0.05623, over 2478574.08 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06668, over 26330.25 utterances.], batch size: 70, lr: 3.68e-04
2022-08-26 03:54:30,674 INFO [train.py:927] (3/8) Epoch 10, batch 9250, giga_loss[loss=0.2363, simple_loss=0.3133, pruned_loss=0.07969, over 12394.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2924, pruned_loss=0.05745, over 2477001.77 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06661, over 24072.87 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05817, over 2444031.20 frames. utt_duration=1273 frames, utt_pad_proportion=0.05224, over 7690.78 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.292, pruned_loss=0.0575, over 2478239.00 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06721, over 25683.52 utterances.], batch size: 257, lr: 3.68e-04
2022-08-26 03:56:49,860 INFO [train.py:927] (3/8) Epoch 10, batch 9300, giga_loss[loss=0.2013, simple_loss=0.2828, pruned_loss=0.05989, over 12436.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06886, over 213.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2926, pruned_loss=0.05744, over 2477524.97 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06729, over 24564.19 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05821, over 2444480.06 frames. utt_duration=1270 frames, utt_pad_proportion=0.05248, over 7709.44 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2919, pruned_loss=0.05745, over 2478546.85 frames. utt_duration=381.9 frames, utt_pad_proportion=0.0677, over 26040.27 utterances.], batch size: 213, lr: 3.68e-04
2022-08-26 03:58:50,104 INFO [train.py:927] (3/8) Epoch 10, batch 9350, giga_loss[loss=0.2172, simple_loss=0.3072, pruned_loss=0.0636, over 12401.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04076, over 133.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05698, over 2477627.60 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06542, over 24172.76 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05821, over 2445166.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05582, over 7760.02 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2909, pruned_loss=0.05696, over 2478839.63 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06518, over 25812.33 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:00:51,289 INFO [train.py:927] (3/8) Epoch 10, batch 9400, giga_loss[loss=0.2044, simple_loss=0.2851, pruned_loss=0.06178, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03077, over 91.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2912, pruned_loss=0.05762, over 2477679.25 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06733, over 24434.29 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2946, pruned_loss=0.05833, over 2446006.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.05578, over 7797.75 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2903, pruned_loss=0.05747, over 2478617.89 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06712, over 26085.68 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 04:02:50,200 INFO [train.py:927] (3/8) Epoch 10, batch 9450, giga_loss[loss=0.2122, simple_loss=0.299, pruned_loss=0.06271, over 12404.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06379, over 183.00 utterances.], tot_loss[loss=0.202, simple_loss=0.29, pruned_loss=0.05695, over 2477411.71 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07143, over 24957.41 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2947, pruned_loss=0.05839, over 2446334.02 frames. utt_duration=1242 frames, utt_pad_proportion=0.05997, over 7887.72 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2891, pruned_loss=0.05676, over 2478441.65 frames. utt_duration=375.3 frames, utt_pad_proportion=0.0701, over 26502.65 utterances.], batch size: 183, lr: 3.68e-04
2022-08-26 04:04:51,209 INFO [train.py:927] (3/8) Epoch 10, batch 9500, giga_loss[loss=0.2075, simple_loss=0.2913, pruned_loss=0.06183, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02841, over 42.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05559, over 2476579.70 frames. utt_duration=410.8 frames, utt_pad_proportion=0.07105, over 24184.56 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2946, pruned_loss=0.05817, over 2446489.97 frames. utt_duration=1246 frames, utt_pad_proportion=0.05906, over 7863.18 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2892, pruned_loss=0.05559, over 2477801.65 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07026, over 25726.60 utterances.], batch size: 42, lr: 3.68e-04
2022-08-26 04:06:52,118 INFO [train.py:927] (3/8) Epoch 10, batch 9550, giga_loss[loss=0.2012, simple_loss=0.2854, pruned_loss=0.05848, over 12411.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2903, pruned_loss=0.05506, over 2476705.33 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07026, over 24089.14 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2946, pruned_loss=0.05813, over 2447017.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.05832, over 7848.99 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2897, pruned_loss=0.05505, over 2477736.26 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06992, over 25615.15 utterances.], batch size: 258, lr: 3.68e-04
2022-08-26 04:08:52,169 INFO [train.py:927] (3/8) Epoch 10, batch 9600, giga_loss[loss=0.1961, simple_loss=0.2854, pruned_loss=0.0534, over 12386.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06823, over 212.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2899, pruned_loss=0.05495, over 2476725.44 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06761, over 24704.94 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2939, pruned_loss=0.05782, over 2446875.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.05734, over 7805.20 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2899, pruned_loss=0.05515, over 2478377.22 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06781, over 26346.73 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 04:11:10,411 INFO [train.py:927] (3/8) Epoch 10, batch 9650, giga_loss[loss=0.212, simple_loss=0.3017, pruned_loss=0.06116, over 12397.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2898, pruned_loss=0.05472, over 2476815.75 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06721, over 25574.21 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05756, over 2447082.63 frames. utt_duration=1262 frames, utt_pad_proportion=0.05634, over 7767.49 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2905, pruned_loss=0.05504, over 2478626.11 frames. utt_duration=364.3 frames, utt_pad_proportion=0.06768, over 27307.41 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 04:13:30,636 INFO [train.py:927] (3/8) Epoch 10, batch 9700, giga_loss[loss=0.186, simple_loss=0.2824, pruned_loss=0.04475, over 12332.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02572, over 45.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2923, pruned_loss=0.0558, over 2476572.14 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06824, over 25207.08 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2924, pruned_loss=0.05722, over 2447627.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.05566, over 7732.38 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2934, pruned_loss=0.05632, over 2478064.04 frames. utt_duration=369.4 frames, utt_pad_proportion=0.06877, over 26919.19 utterances.], batch size: 45, lr: 3.68e-04
2022-08-26 04:15:45,791 INFO [train.py:927] (3/8) Epoch 10, batch 9750, giga_loss[loss=0.1932, simple_loss=0.283, pruned_loss=0.05173, over 12414.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04858, over 161.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2919, pruned_loss=0.0559, over 2477282.81 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06476, over 24592.13 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2921, pruned_loss=0.05706, over 2448415.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05503, over 7728.86 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.293, pruned_loss=0.05642, over 2478673.94 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0657, over 26492.25 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 04:17:55,403 INFO [train.py:927] (3/8) Epoch 10, batch 9800, giga_loss[loss=0.203, simple_loss=0.2956, pruned_loss=0.0552, over 12360.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03308, over 104.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2911, pruned_loss=0.05563, over 2476931.27 frames. utt_duration=401.4 frames, utt_pad_proportion=0.0668, over 24754.30 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.057, over 2448276.00 frames. utt_duration=1273 frames, utt_pad_proportion=0.0543, over 7704.45 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2921, pruned_loss=0.05607, over 2478702.49 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06767, over 26608.21 utterances.], batch size: 104, lr: 3.68e-04
2022-08-26 04:19:55,962 INFO [train.py:927] (3/8) Epoch 10, batch 9850, giga_loss[loss=0.1986, simple_loss=0.2962, pruned_loss=0.05053, over 12387.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06046, over 182.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2921, pruned_loss=0.05568, over 2476623.98 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06455, over 24245.09 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05694, over 2448472.43 frames. utt_duration=1274 frames, utt_pad_proportion=0.05316, over 7695.36 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2928, pruned_loss=0.05606, over 2478627.77 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06579, over 26184.99 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 04:21:50,394 INFO [train.py:927] (3/8) Epoch 10, batch 9900, giga_loss[loss=0.1868, simple_loss=0.2715, pruned_loss=0.05108, over 12328.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03086, over 85.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2918, pruned_loss=0.05563, over 2476032.27 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06327, over 23723.17 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05688, over 2448607.04 frames. utt_duration=1279 frames, utt_pad_proportion=0.05234, over 7668.33 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2926, pruned_loss=0.05596, over 2478118.44 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06467, over 25652.08 utterances.], batch size: 85, lr: 3.68e-04
2022-08-26 04:23:46,859 INFO [train.py:927] (3/8) Epoch 10, batch 9950, giga_loss[loss=0.2198, simple_loss=0.3116, pruned_loss=0.06403, over 12375.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2909, pruned_loss=0.05568, over 2475907.99 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06517, over 23436.67 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05715, over 2449398.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.05997, over 7820.02 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2909, pruned_loss=0.05567, over 2477483.21 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06418, over 25192.98 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 04:25:31,053 INFO [train.py:927] (3/8) Epoch 10, batch 10000, giga_loss[loss=0.2236, simple_loss=0.3228, pruned_loss=0.06222, over 12361.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.298, pruned_loss=0.05948, over 2474951.29 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0671, over 22811.06 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05723, over 2449474.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.05952, over 7813.81 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2977, pruned_loss=0.05942, over 2476365.74 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06634, over 24341.43 utterances.], batch size: 97, lr: 3.68e-04
2022-08-26 04:27:15,430 INFO [train.py:927] (3/8) Epoch 10, batch 10050, giga_loss[loss=0.2172, simple_loss=0.3003, pruned_loss=0.06708, over 12418.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07621, over 213.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.3006, pruned_loss=0.06155, over 2475035.00 frames. utt_duration=446.7 frames, utt_pad_proportion=0.0682, over 22228.12 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2938, pruned_loss=0.05749, over 2449806.69 frames. utt_duration=1255 frames, utt_pad_proportion=0.05905, over 7818.59 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2996, pruned_loss=0.06131, over 2476187.67 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06771, over 23639.02 utterances.], batch size: 213, lr: 3.68e-04
2022-08-26 04:28:57,270 INFO [train.py:927] (3/8) Epoch 10, batch 10100, giga_loss[loss=0.1843, simple_loss=0.2712, pruned_loss=0.0487, over 12421.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04876, over 161.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2945, pruned_loss=0.05919, over 2474671.65 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06558, over 21003.38 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2938, pruned_loss=0.05736, over 2450202.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.05753, over 7798.03 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2938, pruned_loss=0.05922, over 2476035.77 frames. utt_duration=439.7 frames, utt_pad_proportion=0.06586, over 22594.30 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 04:30:41,854 INFO [train.py:927] (3/8) Epoch 10, batch 10150, giga_loss[loss=0.2377, simple_loss=0.2909, pruned_loss=0.09227, over 12373.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1115, over 260.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2861, pruned_loss=0.05667, over 2475028.32 frames. utt_duration=478 frames, utt_pad_proportion=0.06734, over 20772.04 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.05727, over 2450524.33 frames. utt_duration=1261 frames, utt_pad_proportion=0.05702, over 7781.10 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2857, pruned_loss=0.05678, over 2476149.27 frames. utt_duration=447.1 frames, utt_pad_proportion=0.06764, over 22220.95 utterances.], batch size: 260, lr: 3.68e-04
2022-08-26 04:32:25,130 INFO [train.py:927] (3/8) Epoch 10, batch 10200, giga_loss[loss=0.1683, simple_loss=0.248, pruned_loss=0.04429, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03354, over 43.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2792, pruned_loss=0.05444, over 2475127.40 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06959, over 20790.09 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.05727, over 2450993.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05618, over 7772.51 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2787, pruned_loss=0.05449, over 2476035.57 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07005, over 22181.72 utterances.], batch size: 43, lr: 3.68e-04
2022-08-26 04:34:08,810 INFO [train.py:927] (3/8) Epoch 10, batch 10250, giga_loss[loss=0.1752, simple_loss=0.251, pruned_loss=0.04972, over 12386.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2748, pruned_loss=0.05305, over 2474802.44 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07357, over 21122.20 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.294, pruned_loss=0.05748, over 2451380.18 frames. utt_duration=1263 frames, utt_pad_proportion=0.05539, over 7774.01 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2737, pruned_loss=0.05283, over 2475601.61 frames. utt_duration=442 frames, utt_pad_proportion=0.07409, over 22473.60 utterances.], batch size: 97, lr: 3.68e-04
2022-08-26 04:35:48,571 INFO [train.py:927] (3/8) Epoch 10, batch 10300, libri_loss[loss=0.2047, simple_loss=0.2977, pruned_loss=0.05585, over 12408.00 frames. utt_duration=955.9 frames, utt_pad_proportion=0.0764, over 52.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.2702, pruned_loss=0.05152, over 2474673.85 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07183, over 20146.91 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2934, pruned_loss=0.05725, over 2451856.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05503, over 7787.98 utterances.], giga_tot_loss[loss=0.1859, simple_loss=0.2691, pruned_loss=0.05136, over 2475723.85 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07275, over 21692.85 utterances.], batch size: 52, lr: 3.68e-04
2022-08-26 04:37:32,394 INFO [train.py:927] (3/8) Epoch 10, batch 10350, giga_loss[loss=0.1669, simple_loss=0.2405, pruned_loss=0.04663, over 12247.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.1826, simple_loss=0.2657, pruned_loss=0.04981, over 2474389.76 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06641, over 19764.79 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2931, pruned_loss=0.05722, over 2451774.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05459, over 7759.29 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2647, pruned_loss=0.04964, over 2475590.32 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06768, over 21174.62 utterances.], batch size: 42, lr: 3.68e-04
2022-08-26 04:39:13,248 INFO [train.py:927] (3/8) Epoch 10, batch 10400, giga_loss[loss=0.176, simple_loss=0.245, pruned_loss=0.05348, over 12470.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04223, over 31.00 utterances.], tot_loss[loss=0.1791, simple_loss=0.2617, pruned_loss=0.04824, over 2474334.88 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06325, over 18650.82 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2928, pruned_loss=0.05719, over 2452846.62 frames. utt_duration=1269 frames, utt_pad_proportion=0.05311, over 7740.16 utterances.], giga_tot_loss[loss=0.1779, simple_loss=0.2602, pruned_loss=0.04784, over 2475151.17 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06524, over 20221.60 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 04:40:57,663 INFO [train.py:927] (3/8) Epoch 10, batch 10450, giga_loss[loss=0.2661, simple_loss=0.3168, pruned_loss=0.1077, over 12361.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2013, over 368.00 utterances.], tot_loss[loss=0.1792, simple_loss=0.2609, pruned_loss=0.04875, over 2474094.10 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07046, over 19775.97 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2925, pruned_loss=0.05707, over 2452574.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.0527, over 7711.18 utterances.], giga_tot_loss[loss=0.1782, simple_loss=0.2596, pruned_loss=0.04842, over 2475277.00 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07168, over 21200.62 utterances.], batch size: 368, lr: 3.67e-04
2022-08-26 04:42:40,281 INFO [train.py:927] (3/8) Epoch 10, batch 10500, giga_loss[loss=0.2973, simple_loss=0.3669, pruned_loss=0.1138, over 12397.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07332, over 212.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2728, pruned_loss=0.05472, over 2473772.94 frames. utt_duration=501 frames, utt_pad_proportion=0.06878, over 19808.85 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2924, pruned_loss=0.05713, over 2452935.45 frames. utt_duration=1278 frames, utt_pad_proportion=0.05216, over 7687.62 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2715, pruned_loss=0.05432, over 2474671.19 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07008, over 21103.76 utterances.], batch size: 212, lr: 3.67e-04
2022-08-26 04:44:22,268 INFO [train.py:927] (3/8) Epoch 10, batch 10550, giga_loss[loss=0.2124, simple_loss=0.2964, pruned_loss=0.06418, over 12462.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03576, over 37.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2809, pruned_loss=0.05764, over 2474056.67 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06641, over 19349.08 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05725, over 2453435.88 frames. utt_duration=1270 frames, utt_pad_proportion=0.05574, over 7738.66 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2794, pruned_loss=0.05719, over 2474877.48 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06663, over 20654.47 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 04:46:05,520 INFO [train.py:927] (3/8) Epoch 10, batch 10600, giga_loss[loss=0.2401, simple_loss=0.318, pruned_loss=0.08117, over 12393.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1035, over 258.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2846, pruned_loss=0.05854, over 2472979.23 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07018, over 19967.80 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05698, over 2453620.41 frames. utt_duration=1276 frames, utt_pad_proportion=0.0545, over 7699.78 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2838, pruned_loss=0.05848, over 2474425.79 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07073, over 21629.89 utterances.], batch size: 258, lr: 3.67e-04
2022-08-26 04:47:48,888 INFO [train.py:927] (3/8) Epoch 10, batch 10650, giga_loss[loss=0.2344, simple_loss=0.3151, pruned_loss=0.07684, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03057, over 55.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2896, pruned_loss=0.06098, over 2473575.54 frames. utt_duration=501.3 frames, utt_pad_proportion=0.0682, over 19797.28 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2914, pruned_loss=0.05689, over 2453754.31 frames. utt_duration=1277 frames, utt_pad_proportion=0.05431, over 7692.29 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.289, pruned_loss=0.06101, over 2474677.01 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06884, over 21156.21 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 04:49:29,344 INFO [train.py:927] (3/8) Epoch 10, batch 10700, giga_loss[loss=0.2419, simple_loss=0.3301, pruned_loss=0.07687, over 12358.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06582, over 183.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2952, pruned_loss=0.06357, over 2473711.94 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06699, over 19524.58 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05686, over 2454133.23 frames. utt_duration=1282 frames, utt_pad_proportion=0.05345, over 7668.15 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2945, pruned_loss=0.06374, over 2474716.34 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06792, over 20898.23 utterances.], batch size: 183, lr: 3.67e-04
2022-08-26 04:51:18,118 INFO [train.py:927] (3/8) Epoch 10, batch 10750, giga_loss[loss=0.2115, simple_loss=0.2997, pruned_loss=0.06164, over 12477.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03605, over 40.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2994, pruned_loss=0.06463, over 2474139.10 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06514, over 18971.83 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05691, over 2454300.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.05304, over 7658.51 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2986, pruned_loss=0.06477, over 2474956.86 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06618, over 20166.68 utterances.], batch size: 40, lr: 3.67e-04
2022-08-26 04:52:59,174 INFO [train.py:927] (3/8) Epoch 10, batch 10800, giga_loss[loss=0.2077, simple_loss=0.3066, pruned_loss=0.05436, over 12389.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05179, over 161.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3016, pruned_loss=0.06402, over 2474172.94 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06039, over 18331.84 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2932, pruned_loss=0.05733, over 2454628.31 frames. utt_duration=1288 frames, utt_pad_proportion=0.05184, over 7631.00 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3002, pruned_loss=0.06401, over 2475149.14 frames. utt_duration=505 frames, utt_pad_proportion=0.06205, over 19661.67 utterances.], batch size: 161, lr: 3.67e-04
2022-08-26 04:54:42,099 INFO [train.py:927] (3/8) Epoch 10, batch 10850, giga_loss[loss=0.2093, simple_loss=0.3022, pruned_loss=0.05818, over 12376.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04242, over 37.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.3014, pruned_loss=0.06307, over 2474433.45 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05932, over 17741.54 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05728, over 2454881.85 frames. utt_duration=1287 frames, utt_pad_proportion=0.05188, over 7638.24 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3006, pruned_loss=0.06321, over 2475315.51 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06081, over 18978.48 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 04:56:25,196 INFO [train.py:927] (3/8) Epoch 10, batch 10900, giga_loss[loss=0.2582, simple_loss=0.327, pruned_loss=0.09477, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3035, pruned_loss=0.06597, over 2473327.54 frames. utt_duration=555.1 frames, utt_pad_proportion=0.0604, over 17871.60 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05723, over 2455204.36 frames. utt_duration=1290 frames, utt_pad_proportion=0.05128, over 7622.59 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3033, pruned_loss=0.06624, over 2474074.88 frames. utt_duration=521.1 frames, utt_pad_proportion=0.0618, over 19046.47 utterances.], batch size: 133, lr: 3.67e-04
2022-08-26 04:58:10,004 INFO [train.py:927] (3/8) Epoch 10, batch 10950, giga_loss[loss=0.228, simple_loss=0.3014, pruned_loss=0.07732, over 12411.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0428, over 146.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3034, pruned_loss=0.06743, over 2473204.22 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06018, over 17887.39 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2926, pruned_loss=0.05715, over 2455183.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.05089, over 7612.40 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3035, pruned_loss=0.0678, over 2473969.90 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06148, over 18912.80 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 04:59:54,100 INFO [train.py:927] (3/8) Epoch 10, batch 11000, giga_loss[loss=0.2091, simple_loss=0.292, pruned_loss=0.06314, over 12164.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04166, over 28.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3011, pruned_loss=0.06673, over 2472796.97 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05973, over 17275.25 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.0572, over 2455607.63 frames. utt_duration=1286 frames, utt_pad_proportion=0.05103, over 7645.27 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3013, pruned_loss=0.06726, over 2473516.87 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06095, over 18344.21 utterances.], batch size: 28, lr: 3.67e-04
2022-08-26 05:01:38,658 INFO [train.py:927] (3/8) Epoch 10, batch 11050, giga_loss[loss=0.1883, simple_loss=0.2742, pruned_loss=0.05121, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03013, over 48.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2992, pruned_loss=0.06528, over 2473471.51 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05611, over 16679.98 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2925, pruned_loss=0.05706, over 2455822.56 frames. utt_duration=1288 frames, utt_pad_proportion=0.05076, over 7637.25 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2998, pruned_loss=0.06599, over 2474183.99 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05747, over 17703.14 utterances.], batch size: 48, lr: 3.67e-04
2022-08-26 05:03:22,856 INFO [train.py:927] (3/8) Epoch 10, batch 11100, giga_loss[loss=0.1844, simple_loss=0.2656, pruned_loss=0.0516, over 12292.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.03716, over 51.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06372, over 2473503.18 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05814, over 16910.02 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2922, pruned_loss=0.05692, over 2456124.15 frames. utt_duration=1289 frames, utt_pad_proportion=0.05023, over 7631.69 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2968, pruned_loss=0.06453, over 2474028.97 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05939, over 17861.15 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 05:05:07,822 INFO [train.py:927] (3/8) Epoch 10, batch 11150, giga_loss[loss=0.1976, simple_loss=0.2798, pruned_loss=0.05764, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03801, over 123.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2921, pruned_loss=0.0627, over 2473173.44 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06677, over 17673.65 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2925, pruned_loss=0.05703, over 2456338.79 frames. utt_duration=1291 frames, utt_pad_proportion=0.04945, over 7617.14 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2925, pruned_loss=0.06335, over 2473689.60 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06766, over 18614.03 utterances.], batch size: 123, lr: 3.67e-04
2022-08-26 05:06:52,210 INFO [train.py:927] (3/8) Epoch 10, batch 11200, giga_loss[loss=0.2081, simple_loss=0.2751, pruned_loss=0.07059, over 12179.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03303, over 36.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2926, pruned_loss=0.06273, over 2472971.62 frames. utt_duration=529.6 frames, utt_pad_proportion=0.0688, over 18729.47 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2926, pruned_loss=0.05682, over 2456265.71 frames. utt_duration=1295 frames, utt_pad_proportion=0.04876, over 7597.94 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2928, pruned_loss=0.06355, over 2473773.41 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06976, over 19693.72 utterances.], batch size: 36, lr: 3.67e-04
2022-08-26 05:08:36,174 INFO [train.py:927] (3/8) Epoch 10, batch 11250, giga_loss[loss=0.1945, simple_loss=0.2746, pruned_loss=0.05723, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03372, over 40.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2905, pruned_loss=0.06196, over 2472940.38 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06536, over 18058.33 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2931, pruned_loss=0.05692, over 2456251.38 frames. utt_duration=1295 frames, utt_pad_proportion=0.04856, over 7596.95 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2901, pruned_loss=0.06253, over 2473663.33 frames. utt_duration=526 frames, utt_pad_proportion=0.0664, over 18865.88 utterances.], batch size: 40, lr: 3.67e-04
2022-08-26 05:10:19,737 INFO [train.py:927] (3/8) Epoch 10, batch 11300, giga_loss[loss=0.1843, simple_loss=0.2649, pruned_loss=0.05189, over 12429.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04011, over 31.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.287, pruned_loss=0.06094, over 2472143.98 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06595, over 17697.32 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2927, pruned_loss=0.05684, over 2456270.51 frames. utt_duration=1302 frames, utt_pad_proportion=0.04747, over 7553.85 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2869, pruned_loss=0.06159, over 2473209.77 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06732, over 18706.03 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 05:12:00,766 INFO [train.py:927] (3/8) Epoch 10, batch 11350, giga_loss[loss=0.2019, simple_loss=0.2777, pruned_loss=0.06307, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02884, over 48.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2841, pruned_loss=0.06006, over 2471937.10 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06194, over 17127.28 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2929, pruned_loss=0.05685, over 2456472.43 frames. utt_duration=1302 frames, utt_pad_proportion=0.04692, over 7555.51 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2838, pruned_loss=0.06061, over 2472820.19 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06355, over 18056.51 utterances.], batch size: 48, lr: 3.67e-04
2022-08-26 05:13:41,583 INFO [train.py:927] (3/8) Epoch 10, batch 11400, giga_loss[loss=0.1739, simple_loss=0.2488, pruned_loss=0.04953, over 12465.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04314, over 34.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2809, pruned_loss=0.05882, over 2472635.50 frames. utt_duration=603 frames, utt_pad_proportion=0.05793, over 16442.90 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05693, over 2457225.05 frames. utt_duration=1302 frames, utt_pad_proportion=0.04607, over 7560.64 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2803, pruned_loss=0.05925, over 2473021.15 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05991, over 17378.64 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 05:15:24,509 INFO [train.py:927] (3/8) Epoch 10, batch 11450, giga_loss[loss=0.1831, simple_loss=0.2656, pruned_loss=0.05029, over 12424.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03688, over 105.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2787, pruned_loss=0.05838, over 2473100.40 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06041, over 16514.48 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.293, pruned_loss=0.05692, over 2457300.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04555, over 7555.22 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2781, pruned_loss=0.05877, over 2473536.91 frames. utt_duration=571 frames, utt_pad_proportion=0.06212, over 17374.18 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 05:17:07,808 INFO [train.py:927] (3/8) Epoch 10, batch 11500, giga_loss[loss=0.1964, simple_loss=0.2886, pruned_loss=0.05213, over 12327.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.03154, over 66.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.279, pruned_loss=0.05875, over 2472806.37 frames. utt_duration=594.9 frames, utt_pad_proportion=0.06162, over 16669.61 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2933, pruned_loss=0.05708, over 2457756.56 frames. utt_duration=1290 frames, utt_pad_proportion=0.04933, over 7628.05 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.278, pruned_loss=0.05895, over 2473016.50 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06173, over 17452.07 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 05:18:51,498 INFO [train.py:927] (3/8) Epoch 10, batch 11550, libri_loss[loss=0.1714, simple_loss=0.2601, pruned_loss=0.04135, over 12476.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008556, over 29.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2831, pruned_loss=0.06123, over 2473050.35 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06402, over 16875.49 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05698, over 2458388.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.0486, over 7606.63 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2823, pruned_loss=0.06152, over 2472915.35 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06439, over 17681.54 utterances.], batch size: 29, lr: 3.67e-04
2022-08-26 05:20:34,456 INFO [train.py:927] (3/8) Epoch 10, batch 11600, giga_loss[loss=0.2592, simple_loss=0.349, pruned_loss=0.08474, over 12334.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03367, over 85.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2889, pruned_loss=0.06425, over 2472529.89 frames. utt_duration=564.4 frames, utt_pad_proportion=0.07076, over 17570.80 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.293, pruned_loss=0.05705, over 2458675.51 frames. utt_duration=1298 frames, utt_pad_proportion=0.04794, over 7586.64 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2882, pruned_loss=0.06456, over 2472513.48 frames. utt_duration=537.3 frames, utt_pad_proportion=0.07121, over 18459.96 utterances.], batch size: 85, lr: 3.67e-04
2022-08-26 05:22:17,801 INFO [train.py:927] (3/8) Epoch 10, batch 11650, giga_loss[loss=0.218, simple_loss=0.308, pruned_loss=0.06401, over 12374.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2941, pruned_loss=0.06559, over 2472739.15 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06499, over 17145.08 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2933, pruned_loss=0.05715, over 2458907.57 frames. utt_duration=1297 frames, utt_pad_proportion=0.04713, over 7592.01 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2932, pruned_loss=0.06595, over 2472886.05 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06618, over 18106.80 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 05:23:58,789 INFO [train.py:927] (3/8) Epoch 10, batch 11700, giga_loss[loss=0.1964, simple_loss=0.2857, pruned_loss=0.05355, over 12244.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0303, over 42.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2992, pruned_loss=0.06765, over 2471737.82 frames. utt_duration=547.9 frames, utt_pad_proportion=0.07217, over 18093.96 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2934, pruned_loss=0.05713, over 2459213.78 frames. utt_duration=1301 frames, utt_pad_proportion=0.04547, over 7570.99 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2985, pruned_loss=0.06841, over 2472187.30 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07362, over 19362.80 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 05:25:39,391 INFO [train.py:927] (3/8) Epoch 10, batch 11750, giga_loss[loss=0.2297, simple_loss=0.3127, pruned_loss=0.07332, over 12453.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03045, over 80.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2986, pruned_loss=0.06628, over 2471704.92 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06878, over 17786.23 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2939, pruned_loss=0.05737, over 2459600.57 frames. utt_duration=1282 frames, utt_pad_proportion=0.04975, over 7682.37 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2978, pruned_loss=0.06695, over 2472052.48 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06909, over 18974.39 utterances.], batch size: 80, lr: 3.66e-04
2022-08-26 05:27:21,672 INFO [train.py:927] (3/8) Epoch 10, batch 11800, giga_loss[loss=0.2404, simple_loss=0.3228, pruned_loss=0.07901, over 12379.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.035, over 122.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.299, pruned_loss=0.06585, over 2471836.21 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06955, over 17982.37 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2939, pruned_loss=0.05743, over 2459984.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05386, over 7753.57 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2984, pruned_loss=0.06648, over 2471989.46 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06854, over 19048.89 utterances.], batch size: 122, lr: 3.66e-04
2022-08-26 05:29:05,413 INFO [train.py:927] (3/8) Epoch 10, batch 11850, libri_loss[loss=0.2513, simple_loss=0.3399, pruned_loss=0.0814, over 12281.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006767, over 32.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3009, pruned_loss=0.06635, over 2472440.37 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06828, over 17666.37 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2946, pruned_loss=0.05773, over 2460807.10 frames. utt_duration=1256 frames, utt_pad_proportion=0.05768, over 7847.04 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3, pruned_loss=0.06686, over 2472205.37 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06637, over 18767.15 utterances.], batch size: 32, lr: 3.66e-04
2022-08-26 05:30:47,763 INFO [train.py:927] (3/8) Epoch 10, batch 11900, giga_loss[loss=0.226, simple_loss=0.3111, pruned_loss=0.07045, over 12429.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04464, over 31.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3019, pruned_loss=0.06731, over 2472290.66 frames. utt_duration=568.4 frames, utt_pad_proportion=0.07087, over 17443.30 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2948, pruned_loss=0.05783, over 2461478.03 frames. utt_duration=1262 frames, utt_pad_proportion=0.05558, over 7810.29 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3013, pruned_loss=0.06809, over 2471990.75 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07028, over 18847.07 utterances.], batch size: 31, lr: 3.66e-04
2022-08-26 05:32:30,273 INFO [train.py:927] (3/8) Epoch 10, batch 11950, giga_loss[loss=0.2286, simple_loss=0.3066, pruned_loss=0.07525, over 12376.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02738, over 91.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3024, pruned_loss=0.06837, over 2472577.39 frames. utt_duration=552.7 frames, utt_pad_proportion=0.07298, over 17944.09 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2941, pruned_loss=0.05765, over 2461812.60 frames. utt_duration=1268 frames, utt_pad_proportion=0.05441, over 7775.35 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3028, pruned_loss=0.06943, over 2472343.21 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07293, over 19360.47 utterances.], batch size: 91, lr: 3.66e-04
2022-08-26 05:34:13,984 INFO [train.py:927] (3/8) Epoch 10, batch 12000, libri_loss[loss=0.2023, simple_loss=0.2933, pruned_loss=0.05564, over 12465.00 frames. utt_duration=1386 frames, utt_pad_proportion=0.008365, over 36.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3041, pruned_loss=0.06873, over 2472327.19 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06951, over 16941.34 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2943, pruned_loss=0.05782, over 2462362.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05836, over 7846.25 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3045, pruned_loss=0.06975, over 2471919.53 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06855, over 18288.45 utterances.], batch size: 36, lr: 3.66e-04
2022-08-26 05:34:13,986 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 05:34:27,521 INFO [train.py:967] (3/8) 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 05:36:08,605 INFO [train.py:927] (3/8) Epoch 10, batch 12050, giga_loss[loss=0.2156, simple_loss=0.307, pruned_loss=0.06212, over 12445.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03048, over 75.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3041, pruned_loss=0.06875, over 2472321.96 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06616, over 16403.31 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2939, pruned_loss=0.0578, over 2463058.99 frames. utt_duration=1262 frames, utt_pad_proportion=0.05715, over 7818.06 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3053, pruned_loss=0.07, over 2471688.69 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06626, over 17855.46 utterances.], batch size: 75, lr: 3.66e-04
2022-08-26 05:37:49,635 INFO [train.py:927] (3/8) Epoch 10, batch 12100, giga_loss[loss=0.1945, simple_loss=0.2786, pruned_loss=0.05518, over 12322.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03334, over 51.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3027, pruned_loss=0.06824, over 2471889.32 frames. utt_duration=621.2 frames, utt_pad_proportion=0.0619, over 15954.93 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2936, pruned_loss=0.05773, over 2463519.83 frames. utt_duration=1256 frames, utt_pad_proportion=0.05747, over 7855.78 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3041, pruned_loss=0.06966, over 2471253.19 frames. utt_duration=571 frames, utt_pad_proportion=0.06228, over 17356.74 utterances.], batch size: 51, lr: 3.66e-04
2022-08-26 05:39:31,026 INFO [train.py:927] (3/8) Epoch 10, batch 12150, giga_loss[loss=0.2641, simple_loss=0.3404, pruned_loss=0.09384, over 12439.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03172, over 80.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3015, pruned_loss=0.06829, over 2471608.56 frames. utt_duration=637.6 frames, utt_pad_proportion=0.06107, over 15541.90 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.05771, over 2463705.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.05673, over 7842.85 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.303, pruned_loss=0.06963, over 2471076.48 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06181, over 16812.80 utterances.], batch size: 80, lr: 3.66e-04
2022-08-26 05:41:10,667 INFO [train.py:927] (3/8) Epoch 10, batch 12200, giga_loss[loss=0.231, simple_loss=0.3225, pruned_loss=0.06978, over 12387.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03897, over 113.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3024, pruned_loss=0.06841, over 2472356.46 frames. utt_duration=631.1 frames, utt_pad_proportion=0.05948, over 15707.11 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2937, pruned_loss=0.05785, over 2463988.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.05514, over 7827.64 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3036, pruned_loss=0.06979, over 2472006.86 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06088, over 17060.24 utterances.], batch size: 113, lr: 3.66e-04
2022-08-26 05:42:54,407 INFO [train.py:927] (3/8) Epoch 10, batch 12250, giga_loss[loss=0.2141, simple_loss=0.3013, pruned_loss=0.06346, over 12373.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03008, over 51.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3023, pruned_loss=0.06834, over 2472446.95 frames. utt_duration=627.3 frames, utt_pad_proportion=0.06408, over 15804.14 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2939, pruned_loss=0.05803, over 2464151.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.05402, over 7821.97 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3034, pruned_loss=0.06963, over 2472275.55 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06536, over 17141.71 utterances.], batch size: 51, lr: 3.66e-04
2022-08-26 05:44:37,378 INFO [train.py:927] (3/8) Epoch 10, batch 12300, giga_loss[loss=0.2082, simple_loss=0.2883, pruned_loss=0.064, over 12466.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04277, over 31.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3005, pruned_loss=0.06758, over 2472668.72 frames. utt_duration=640.2 frames, utt_pad_proportion=0.06216, over 15486.54 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.05791, over 2464327.10 frames. utt_duration=1265 frames, utt_pad_proportion=0.05347, over 7802.79 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3019, pruned_loss=0.06883, over 2472486.04 frames. utt_duration=594.9 frames, utt_pad_proportion=0.06361, over 16664.97 utterances.], batch size: 31, lr: 3.66e-04
2022-08-26 05:46:20,419 INFO [train.py:927] (3/8) Epoch 10, batch 12350, giga_loss[loss=0.2005, simple_loss=0.2759, pruned_loss=0.06256, over 12484.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03398, over 31.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2986, pruned_loss=0.06687, over 2472960.49 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06766, over 16569.36 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05785, over 2464393.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05326, over 7801.77 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2997, pruned_loss=0.06793, over 2472797.83 frames. utt_duration=566 frames, utt_pad_proportion=0.06853, over 17522.24 utterances.], batch size: 31, lr: 3.66e-04
2022-08-26 05:48:00,894 INFO [train.py:927] (3/8) Epoch 10, batch 12400, giga_loss[loss=0.213, simple_loss=0.2891, pruned_loss=0.06843, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03308, over 39.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2963, pruned_loss=0.0657, over 2471516.24 frames. utt_duration=633.7 frames, utt_pad_proportion=0.06499, over 15637.04 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05782, over 2464422.34 frames. utt_duration=1270 frames, utt_pad_proportion=0.05186, over 7773.17 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2973, pruned_loss=0.06686, over 2471599.31 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06663, over 16694.35 utterances.], batch size: 39, lr: 3.66e-04
2022-08-26 05:49:43,888 INFO [train.py:927] (3/8) Epoch 10, batch 12450, giga_loss[loss=0.2007, simple_loss=0.286, pruned_loss=0.05768, over 12413.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04309, over 146.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2937, pruned_loss=0.06446, over 2471964.70 frames. utt_duration=617.9 frames, utt_pad_proportion=0.06234, over 16042.14 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05783, over 2464538.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05133, over 7756.70 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2946, pruned_loss=0.06543, over 2472008.47 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06403, over 16996.24 utterances.], batch size: 146, lr: 3.66e-04
2022-08-26 05:51:23,188 INFO [train.py:927] (3/8) Epoch 10, batch 12500, giga_loss[loss=0.2173, simple_loss=0.2983, pruned_loss=0.0682, over 12351.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03987, over 113.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2912, pruned_loss=0.06363, over 2471219.26 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05858, over 15724.00 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05807, over 2464698.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.05012, over 7728.65 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.292, pruned_loss=0.06439, over 2471323.51 frames. utt_duration=591 frames, utt_pad_proportion=0.06078, over 16768.71 utterances.], batch size: 113, lr: 3.66e-04
2022-08-26 05:53:08,637 INFO [train.py:927] (3/8) Epoch 10, batch 12550, giga_loss[loss=0.2001, simple_loss=0.2884, pruned_loss=0.05591, over 12376.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03075, over 58.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2914, pruned_loss=0.0632, over 2471749.69 frames. utt_duration=605.1 frames, utt_pad_proportion=0.06, over 16381.26 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05814, over 2464581.07 frames. utt_duration=1280 frames, utt_pad_proportion=0.04958, over 7709.84 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.292, pruned_loss=0.0638, over 2472038.71 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06191, over 17349.78 utterances.], batch size: 58, lr: 3.66e-04
2022-08-26 05:54:50,361 INFO [train.py:927] (3/8) Epoch 10, batch 12600, giga_loss[loss=0.2003, simple_loss=0.2912, pruned_loss=0.05469, over 12347.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02977, over 70.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2938, pruned_loss=0.06394, over 2472446.48 frames. utt_duration=566.2 frames, utt_pad_proportion=0.0616, over 17513.33 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2937, pruned_loss=0.05838, over 2464797.53 frames. utt_duration=1277 frames, utt_pad_proportion=0.04988, over 7731.97 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2938, pruned_loss=0.06427, over 2472589.22 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06295, over 18392.24 utterances.], batch size: 70, lr: 3.66e-04
2022-08-26 05:56:30,667 INFO [train.py:927] (3/8) Epoch 10, batch 12650, giga_loss[loss=0.2282, simple_loss=0.3175, pruned_loss=0.06946, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06366, over 183.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2946, pruned_loss=0.06367, over 2472859.79 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06232, over 17991.03 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2944, pruned_loss=0.05904, over 2464986.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05413, over 7836.95 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.294, pruned_loss=0.06351, over 2473072.80 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06209, over 18919.32 utterances.], batch size: 183, lr: 3.66e-04
2022-08-26 05:58:11,032 INFO [train.py:927] (3/8) Epoch 10, batch 12700, giga_loss[loss=0.2124, simple_loss=0.2936, pruned_loss=0.06561, over 12344.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2934, pruned_loss=0.06332, over 2472452.94 frames. utt_duration=548.7 frames, utt_pad_proportion=0.0667, over 18074.41 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05929, over 2465024.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05307, over 7816.88 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.293, pruned_loss=0.06308, over 2472805.92 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06679, over 19110.12 utterances.], batch size: 365, lr: 3.66e-04
2022-08-26 05:59:59,072 INFO [train.py:927] (3/8) Epoch 10, batch 12750, giga_loss[loss=0.2239, simple_loss=0.307, pruned_loss=0.07036, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02909, over 91.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2936, pruned_loss=0.06318, over 2472532.16 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06166, over 17624.80 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2937, pruned_loss=0.05917, over 2464900.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05234, over 7786.76 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2938, pruned_loss=0.06318, over 2473060.52 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06233, over 18661.68 utterances.], batch size: 91, lr: 3.66e-04
2022-08-26 06:01:36,462 INFO [train.py:927] (3/8) Epoch 10, batch 12800, giga_loss[loss=0.1927, simple_loss=0.2889, pruned_loss=0.04823, over 12390.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02651, over 70.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2959, pruned_loss=0.06386, over 2472879.50 frames. utt_duration=574.8 frames, utt_pad_proportion=0.0581, over 17253.23 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2939, pruned_loss=0.05945, over 2465214.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.05266, over 7818.71 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06374, over 2473255.44 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05882, over 18367.11 utterances.], batch size: 70, lr: 3.66e-04
2022-08-26 06:03:18,784 INFO [train.py:927] (3/8) Epoch 10, batch 12850, libri_loss[loss=0.1829, simple_loss=0.2603, pruned_loss=0.05277, over 12177.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008501, over 30.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2969, pruned_loss=0.06436, over 2472666.04 frames. utt_duration=601.1 frames, utt_pad_proportion=0.0543, over 16494.17 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2943, pruned_loss=0.06003, over 2465080.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05175, over 7812.19 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2966, pruned_loss=0.06387, over 2473319.40 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05553, over 17641.39 utterances.], batch size: 30, lr: 3.66e-04
2022-08-26 06:04:57,729 INFO [train.py:927] (3/8) Epoch 10, batch 12900, giga_loss[loss=0.2612, simple_loss=0.3391, pruned_loss=0.0917, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2977, pruned_loss=0.06467, over 2473168.33 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05265, over 16874.39 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2941, pruned_loss=0.06011, over 2465002.52 frames. utt_duration=1268 frames, utt_pad_proportion=0.05116, over 7784.24 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2978, pruned_loss=0.06428, over 2473875.64 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05393, over 17962.78 utterances.], batch size: 146, lr: 3.66e-04
2022-08-26 06:06:38,144 INFO [train.py:927] (3/8) Epoch 10, batch 12950, giga_loss[loss=0.1639, simple_loss=0.2436, pruned_loss=0.04209, over 12468.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04532, over 34.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2965, pruned_loss=0.06434, over 2473400.97 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05382, over 16889.08 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2941, pruned_loss=0.06023, over 2465141.70 frames. utt_duration=1272 frames, utt_pad_proportion=0.05021, over 7758.80 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2966, pruned_loss=0.06403, over 2474033.29 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05514, over 17981.05 utterances.], batch size: 34, lr: 3.66e-04
2022-08-26 06:08:19,444 INFO [train.py:927] (3/8) Epoch 10, batch 13000, giga_loss[loss=0.1833, simple_loss=0.2712, pruned_loss=0.04771, over 12455.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03077, over 55.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2943, pruned_loss=0.06336, over 2473822.94 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05243, over 16965.11 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2943, pruned_loss=0.06046, over 2465040.02 frames. utt_duration=1274 frames, utt_pad_proportion=0.04965, over 7746.46 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2943, pruned_loss=0.06295, over 2474530.13 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05378, over 17961.84 utterances.], batch size: 55, lr: 3.66e-04
2022-08-26 06:09:58,881 INFO [train.py:927] (3/8) Epoch 10, batch 13050, giga_loss[loss=0.209, simple_loss=0.3082, pruned_loss=0.05487, over 12469.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02977, over 75.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2953, pruned_loss=0.06299, over 2474496.37 frames. utt_duration=565.7 frames, utt_pad_proportion=0.0552, over 17544.59 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2945, pruned_loss=0.06084, over 2464807.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.04893, over 7723.69 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2951, pruned_loss=0.06237, over 2475419.69 frames. utt_duration=535.9 frames, utt_pad_proportion=0.05644, over 18527.57 utterances.], batch size: 75, lr: 3.66e-04
2022-08-26 06:11:36,391 INFO [train.py:927] (3/8) Epoch 10, batch 13100, libri_loss[loss=0.2118, simple_loss=0.3236, pruned_loss=0.05003, over 12391.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007424, over 31.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2951, pruned_loss=0.06323, over 2473761.62 frames. utt_duration=559 frames, utt_pad_proportion=0.05987, over 17749.36 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2948, pruned_loss=0.06095, over 2464463.85 frames. utt_duration=1281 frames, utt_pad_proportion=0.04837, over 7705.72 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2946, pruned_loss=0.06269, over 2475026.04 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06097, over 18785.80 utterances.], batch size: 31, lr: 3.65e-04
2022-08-26 06:13:15,995 INFO [train.py:927] (3/8) Epoch 10, batch 13150, giga_loss[loss=0.2253, simple_loss=0.305, pruned_loss=0.07275, over 12381.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04933, over 34.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2946, pruned_loss=0.06421, over 2473826.13 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06267, over 18257.95 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2949, pruned_loss=0.06113, over 2464661.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.05177, over 7756.70 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2941, pruned_loss=0.0637, over 2474962.07 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06236, over 19358.92 utterances.], batch size: 34, lr: 3.65e-04
2022-08-26 06:14:57,005 INFO [train.py:927] (3/8) Epoch 10, batch 13200, libri_loss[loss=0.2554, simple_loss=0.3205, pruned_loss=0.09515, over 12394.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02324, over 43.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2937, pruned_loss=0.06461, over 2473657.60 frames. utt_duration=559 frames, utt_pad_proportion=0.06029, over 17749.94 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.295, pruned_loss=0.06167, over 2464536.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.05106, over 7750.12 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2932, pruned_loss=0.06384, over 2475130.95 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06066, over 19114.18 utterances.], batch size: 43, lr: 3.65e-04
2022-08-26 06:16:36,881 INFO [train.py:927] (3/8) Epoch 10, batch 13250, giga_loss[loss=0.1694, simple_loss=0.2597, pruned_loss=0.03956, over 12392.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02516, over 66.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2904, pruned_loss=0.06333, over 2473742.38 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05709, over 17665.53 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2951, pruned_loss=0.0619, over 2464699.74 frames. utt_duration=1276 frames, utt_pad_proportion=0.05029, over 7734.17 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2898, pruned_loss=0.06256, over 2474920.94 frames. utt_duration=524 frames, utt_pad_proportion=0.05792, over 18946.84 utterances.], batch size: 66, lr: 3.65e-04
2022-08-26 06:18:16,873 INFO [train.py:927] (3/8) Epoch 10, batch 13300, giga_loss[loss=0.2086, simple_loss=0.2863, pruned_loss=0.06549, over 12335.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02889, over 48.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2876, pruned_loss=0.06213, over 2473959.06 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05568, over 17374.23 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2954, pruned_loss=0.06206, over 2464630.36 frames. utt_duration=1276 frames, utt_pad_proportion=0.04995, over 7732.80 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2869, pruned_loss=0.06139, over 2475031.35 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05656, over 18465.33 utterances.], batch size: 48, lr: 3.65e-04
2022-08-26 06:19:56,768 INFO [train.py:927] (3/8) Epoch 10, batch 13350, giga_loss[loss=0.2113, simple_loss=0.2907, pruned_loss=0.06601, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03032, over 42.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2898, pruned_loss=0.06298, over 2474481.91 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05782, over 17945.11 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2952, pruned_loss=0.06215, over 2464962.02 frames. utt_duration=1279 frames, utt_pad_proportion=0.0494, over 7716.89 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2893, pruned_loss=0.06232, over 2475172.97 frames. utt_duration=524.1 frames, utt_pad_proportion=0.0586, over 18946.24 utterances.], batch size: 42, lr: 3.65e-04
2022-08-26 06:21:38,861 INFO [train.py:927] (3/8) Epoch 10, batch 13400, giga_loss[loss=0.2204, simple_loss=0.3039, pruned_loss=0.06841, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2919, pruned_loss=0.06358, over 2474463.48 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05415, over 17118.23 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.295, pruned_loss=0.06226, over 2465111.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.04852, over 7683.31 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2916, pruned_loss=0.06298, over 2475076.96 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05537, over 18163.68 utterances.], batch size: 146, lr: 3.65e-04
2022-08-26 06:23:20,322 INFO [train.py:927] (3/8) Epoch 10, batch 13450, giga_loss[loss=0.2136, simple_loss=0.3001, pruned_loss=0.06357, over 12421.00 frames. utt_duration=802.8 frames, utt_pad_proportion=0.02814, over 62.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2941, pruned_loss=0.06461, over 2474103.71 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05197, over 16515.25 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2953, pruned_loss=0.06264, over 2465390.71 frames. utt_duration=1282 frames, utt_pad_proportion=0.04864, over 7700.33 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2935, pruned_loss=0.06384, over 2474501.13 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05311, over 17491.63 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:25:04,706 INFO [train.py:927] (3/8) Epoch 10, batch 13500, giga_loss[loss=0.2078, simple_loss=0.3, pruned_loss=0.05777, over 12467.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.03698, over 26.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2996, pruned_loss=0.06859, over 2473583.79 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05727, over 17029.62 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2957, pruned_loss=0.06318, over 2465187.21 frames. utt_duration=1273 frames, utt_pad_proportion=0.05204, over 7752.37 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2989, pruned_loss=0.0676, over 2474348.74 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05661, over 18060.05 utterances.], batch size: 26, lr: 3.65e-04
2022-08-26 06:26:48,291 INFO [train.py:927] (3/8) Epoch 10, batch 13550, giga_loss[loss=0.2293, simple_loss=0.3162, pruned_loss=0.07115, over 12027.00 frames. utt_duration=1926 frames, utt_pad_proportion=0.0365, over 25.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3073, pruned_loss=0.07385, over 2473728.10 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05549, over 17721.15 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2957, pruned_loss=0.06338, over 2465387.23 frames. utt_duration=1273 frames, utt_pad_proportion=0.05206, over 7753.68 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3069, pruned_loss=0.07304, over 2474356.41 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05511, over 18742.14 utterances.], batch size: 25, lr: 3.65e-04
2022-08-26 06:28:30,759 INFO [train.py:927] (3/8) Epoch 10, batch 13600, giga_loss[loss=0.2876, simple_loss=0.3565, pruned_loss=0.1093, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02645, over 48.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3143, pruned_loss=0.07874, over 2473726.11 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0572, over 17840.33 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2962, pruned_loss=0.06377, over 2465479.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05538, over 7806.05 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3141, pruned_loss=0.07822, over 2474432.58 frames. utt_duration=522.6 frames, utt_pad_proportion=0.05579, over 18992.44 utterances.], batch size: 48, lr: 3.65e-04
2022-08-26 06:30:13,454 INFO [train.py:927] (3/8) Epoch 10, batch 13650, libri_loss[loss=0.2284, simple_loss=0.3043, pruned_loss=0.07624, over 12399.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03632, over 46.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3178, pruned_loss=0.08212, over 2474805.16 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07055, over 19032.29 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2964, pruned_loss=0.06413, over 2465773.97 frames. utt_duration=1251 frames, utt_pad_proportion=0.05914, over 7896.27 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.318, pruned_loss=0.0819, over 2475381.20 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06757, over 20218.23 utterances.], batch size: 46, lr: 3.65e-04
2022-08-26 06:32:02,527 INFO [train.py:927] (3/8) Epoch 10, batch 13700, giga_loss[loss=0.2625, simple_loss=0.3422, pruned_loss=0.09142, over 12288.00 frames. utt_duration=794.2 frames, utt_pad_proportion=0.03496, over 62.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3229, pruned_loss=0.08719, over 2475481.26 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07999, over 20313.65 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2967, pruned_loss=0.06438, over 2466069.58 frames. utt_duration=1250 frames, utt_pad_proportion=0.05855, over 7901.41 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3233, pruned_loss=0.08717, over 2475836.37 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07765, over 21470.02 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:33:50,103 INFO [train.py:927] (3/8) Epoch 10, batch 13750, libri_loss[loss=0.195, simple_loss=0.2907, pruned_loss=0.0496, over 12416.00 frames. utt_duration=956.5 frames, utt_pad_proportion=0.07497, over 52.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.328, pruned_loss=0.09081, over 2475459.27 frames. utt_duration=476 frames, utt_pad_proportion=0.0821, over 20868.16 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2978, pruned_loss=0.06492, over 2466210.39 frames. utt_duration=1250 frames, utt_pad_proportion=0.05758, over 7901.32 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3282, pruned_loss=0.09115, over 2475921.51 frames. utt_duration=446.7 frames, utt_pad_proportion=0.0808, over 22243.90 utterances.], batch size: 52, lr: 3.65e-04
2022-08-26 06:35:35,271 INFO [train.py:927] (3/8) Epoch 10, batch 13800, giga_loss[loss=0.2199, simple_loss=0.3067, pruned_loss=0.06657, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03792, over 113.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3299, pruned_loss=0.09274, over 2475234.80 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07749, over 21331.06 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2983, pruned_loss=0.06498, over 2466144.09 frames. utt_duration=1252 frames, utt_pad_proportion=0.05716, over 7886.46 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3302, pruned_loss=0.09344, over 2475810.90 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07696, over 22675.00 utterances.], batch size: 113, lr: 3.65e-04
2022-08-26 06:37:18,600 INFO [train.py:927] (3/8) Epoch 10, batch 13850, giga_loss[loss=0.3017, simple_loss=0.3408, pruned_loss=0.1313, over 12357.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3313, pruned_loss=0.09351, over 2475074.82 frames. utt_duration=438 frames, utt_pad_proportion=0.08363, over 22677.01 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2986, pruned_loss=0.06521, over 2466250.26 frames. utt_duration=1242 frames, utt_pad_proportion=0.06101, over 7949.64 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3319, pruned_loss=0.09435, over 2475610.35 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08205, over 23932.18 utterances.], batch size: 370, lr: 3.65e-04
2022-08-26 06:39:05,459 INFO [train.py:927] (3/8) Epoch 10, batch 13900, giga_loss[loss=0.1887, simple_loss=0.2763, pruned_loss=0.05058, over 12311.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02911, over 74.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3299, pruned_loss=0.09197, over 2475106.95 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08027, over 22136.56 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2989, pruned_loss=0.06576, over 2466181.26 frames. utt_duration=1237 frames, utt_pad_proportion=0.06311, over 7981.84 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3314, pruned_loss=0.09337, over 2475993.50 frames. utt_duration=418 frames, utt_pad_proportion=0.07894, over 23776.43 utterances.], batch size: 74, lr: 3.65e-04
2022-08-26 06:40:53,123 INFO [train.py:927] (3/8) Epoch 10, batch 13950, giga_loss[loss=0.215, simple_loss=0.2936, pruned_loss=0.06815, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02845, over 42.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3292, pruned_loss=0.09021, over 2475194.09 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07978, over 22640.14 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2993, pruned_loss=0.06611, over 2466220.55 frames. utt_duration=1226 frames, utt_pad_proportion=0.06699, over 8057.04 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3304, pruned_loss=0.09123, over 2475932.92 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07768, over 23987.29 utterances.], batch size: 42, lr: 3.65e-04
2022-08-26 06:42:38,948 INFO [train.py:927] (3/8) Epoch 10, batch 14000, giga_loss[loss=0.211, simple_loss=0.2993, pruned_loss=0.06137, over 12411.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03451, over 75.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3248, pruned_loss=0.08653, over 2474622.07 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07594, over 21696.95 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2993, pruned_loss=0.06621, over 2466174.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06627, over 8034.27 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3261, pruned_loss=0.08754, over 2475353.17 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07465, over 22957.67 utterances.], batch size: 75, lr: 3.65e-04
2022-08-26 06:44:21,974 INFO [train.py:927] (3/8) Epoch 10, batch 14050, giga_loss[loss=0.2532, simple_loss=0.3291, pruned_loss=0.08867, over 12435.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05378, over 162.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3228, pruned_loss=0.08546, over 2474698.32 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0769, over 21637.26 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2992, pruned_loss=0.06611, over 2466292.86 frames. utt_duration=1232 frames, utt_pad_proportion=0.06581, over 8017.95 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3242, pruned_loss=0.08654, over 2475243.30 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07603, over 22776.18 utterances.], batch size: 162, lr: 3.65e-04
2022-08-26 06:46:16,922 INFO [train.py:927] (3/8) Epoch 10, batch 14100, giga_loss[loss=0.2579, simple_loss=0.3443, pruned_loss=0.08576, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03447, over 51.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3226, pruned_loss=0.08449, over 2474295.84 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07474, over 21250.97 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2989, pruned_loss=0.06606, over 2466107.65 frames. utt_duration=1234 frames, utt_pad_proportion=0.06533, over 8002.82 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3242, pruned_loss=0.08555, over 2474962.64 frames. utt_duration=445.8 frames, utt_pad_proportion=0.0743, over 22280.57 utterances.], batch size: 51, lr: 3.65e-04
2022-08-26 06:48:04,167 INFO [train.py:927] (3/8) Epoch 10, batch 14150, libri_loss[loss=0.1724, simple_loss=0.254, pruned_loss=0.0454, over 12287.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.0101, over 28.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3218, pruned_loss=0.08185, over 2474787.87 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06987, over 20495.58 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2986, pruned_loss=0.06602, over 2466205.54 frames. utt_duration=1239 frames, utt_pad_proportion=0.06418, over 7973.87 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3239, pruned_loss=0.08314, over 2475441.53 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07015, over 21647.12 utterances.], batch size: 28, lr: 3.65e-04
2022-08-26 06:49:49,513 INFO [train.py:927] (3/8) Epoch 10, batch 14200, giga_loss[loss=0.2218, simple_loss=0.3041, pruned_loss=0.06978, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03803, over 30.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3214, pruned_loss=0.08207, over 2474318.67 frames. utt_duration=489 frames, utt_pad_proportion=0.07217, over 20298.05 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2991, pruned_loss=0.06641, over 2466244.58 frames. utt_duration=1231 frames, utt_pad_proportion=0.06472, over 8022.62 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3231, pruned_loss=0.08311, over 2475010.41 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07218, over 21455.65 utterances.], batch size: 30, lr: 3.65e-04
2022-08-26 06:51:37,566 INFO [train.py:927] (3/8) Epoch 10, batch 14250, giga_loss[loss=0.2236, simple_loss=0.3014, pruned_loss=0.07288, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03796, over 37.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3197, pruned_loss=0.08221, over 2474258.70 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07484, over 19765.86 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2993, pruned_loss=0.0667, over 2466383.71 frames. utt_duration=1232 frames, utt_pad_proportion=0.06419, over 8015.33 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3212, pruned_loss=0.08299, over 2474798.88 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07494, over 20849.28 utterances.], batch size: 37, lr: 3.65e-04
2022-08-26 06:53:25,061 INFO [train.py:927] (3/8) Epoch 10, batch 14300, giga_loss[loss=0.2412, simple_loss=0.3191, pruned_loss=0.08169, over 12402.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03691, over 105.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3186, pruned_loss=0.08143, over 2474370.03 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07534, over 20190.64 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2993, pruned_loss=0.06675, over 2466345.61 frames. utt_duration=1238 frames, utt_pad_proportion=0.06271, over 7980.28 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3204, pruned_loss=0.08244, over 2475062.45 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07603, over 21424.47 utterances.], batch size: 105, lr: 3.65e-04
2022-08-26 06:55:08,466 INFO [train.py:927] (3/8) Epoch 10, batch 14350, giga_loss[loss=0.2242, simple_loss=0.3129, pruned_loss=0.06774, over 12348.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3178, pruned_loss=0.08063, over 2474600.92 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07445, over 20376.57 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2993, pruned_loss=0.06689, over 2466297.52 frames. utt_duration=1241 frames, utt_pad_proportion=0.06174, over 7961.83 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3195, pruned_loss=0.08155, over 2475327.14 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07541, over 21576.12 utterances.], batch size: 97, lr: 3.65e-04
2022-08-26 06:56:54,212 INFO [train.py:927] (3/8) Epoch 10, batch 14400, giga_loss[loss=0.2417, simple_loss=0.3194, pruned_loss=0.08205, over 12446.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04092, over 114.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3162, pruned_loss=0.08028, over 2475161.91 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07206, over 20355.04 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2991, pruned_loss=0.06694, over 2466728.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.06094, over 7949.69 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.318, pruned_loss=0.08119, over 2475510.79 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07327, over 21533.37 utterances.], batch size: 114, lr: 3.65e-04
2022-08-26 06:58:38,942 INFO [train.py:927] (3/8) Epoch 10, batch 14450, giga_loss[loss=0.2403, simple_loss=0.3163, pruned_loss=0.08214, over 12342.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03423, over 62.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07957, over 2475401.20 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06617, over 19607.97 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2991, pruned_loss=0.06697, over 2466994.04 frames. utt_duration=1244 frames, utt_pad_proportion=0.06, over 7942.78 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3165, pruned_loss=0.0805, over 2475590.96 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06784, over 20765.99 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:00:22,232 INFO [train.py:927] (3/8) Epoch 10, batch 14500, giga_loss[loss=0.2188, simple_loss=0.2968, pruned_loss=0.0704, over 12390.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02664, over 66.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07994, over 2475062.36 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06685, over 19668.26 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2988, pruned_loss=0.06706, over 2466868.59 frames. utt_duration=1249 frames, utt_pad_proportion=0.0589, over 7911.57 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3157, pruned_loss=0.08088, over 2475498.48 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06858, over 20886.56 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:02:04,843 INFO [train.py:927] (3/8) Epoch 10, batch 14550, giga_loss[loss=0.2264, simple_loss=0.3114, pruned_loss=0.07066, over 12430.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02334, over 48.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3132, pruned_loss=0.07962, over 2474686.48 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06455, over 19392.37 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.299, pruned_loss=0.06735, over 2466855.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.0578, over 7892.88 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.315, pruned_loss=0.08042, over 2475232.02 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06651, over 20636.50 utterances.], batch size: 48, lr: 3.64e-04
2022-08-26 07:03:46,292 INFO [train.py:927] (3/8) Epoch 10, batch 14600, giga_loss[loss=0.2505, simple_loss=0.3276, pruned_loss=0.08666, over 12370.00 frames. utt_duration=751 frames, utt_pad_proportion=0.0272, over 66.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3122, pruned_loss=0.07857, over 2474099.01 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07022, over 19791.07 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2982, pruned_loss=0.06716, over 2466682.39 frames. utt_duration=1260 frames, utt_pad_proportion=0.05667, over 7838.73 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3147, pruned_loss=0.07969, over 2474867.71 frames. utt_duration=469.5 frames, utt_pad_proportion=0.0719, over 21149.35 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:05:30,608 INFO [train.py:927] (3/8) Epoch 10, batch 14650, libri_loss[loss=0.2157, simple_loss=0.299, pruned_loss=0.06619, over 12479.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006582, over 36.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07883, over 2473709.57 frames. utt_duration=501.3 frames, utt_pad_proportion=0.0715, over 19795.28 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2981, pruned_loss=0.06733, over 2466751.89 frames. utt_duration=1262 frames, utt_pad_proportion=0.05628, over 7826.44 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3151, pruned_loss=0.07988, over 2474460.88 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07308, over 21234.31 utterances.], batch size: 36, lr: 3.64e-04
2022-08-26 07:07:14,325 INFO [train.py:927] (3/8) Epoch 10, batch 14700, giga_loss[loss=0.194, simple_loss=0.284, pruned_loss=0.05197, over 12306.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02949, over 74.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3139, pruned_loss=0.08044, over 2474188.85 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07068, over 20027.22 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2979, pruned_loss=0.06748, over 2466785.92 frames. utt_duration=1264 frames, utt_pad_proportion=0.05544, over 7815.28 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3165, pruned_loss=0.08151, over 2474959.45 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07243, over 21572.29 utterances.], batch size: 74, lr: 3.64e-04
2022-08-26 07:09:03,706 INFO [train.py:927] (3/8) Epoch 10, batch 14750, giga_loss[loss=0.2448, simple_loss=0.3207, pruned_loss=0.08451, over 12457.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03452, over 98.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3158, pruned_loss=0.08255, over 2474721.96 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07097, over 20850.06 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.298, pruned_loss=0.06758, over 2466566.19 frames. utt_duration=1266 frames, utt_pad_proportion=0.05484, over 7801.07 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.318, pruned_loss=0.08349, over 2475632.57 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07252, over 22247.27 utterances.], batch size: 98, lr: 3.64e-04
2022-08-26 07:10:46,840 INFO [train.py:927] (3/8) Epoch 10, batch 14800, giga_loss[loss=0.2345, simple_loss=0.3319, pruned_loss=0.06852, over 12452.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03107, over 75.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3164, pruned_loss=0.083, over 2475226.78 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07518, over 21049.46 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2981, pruned_loss=0.06777, over 2466827.24 frames. utt_duration=1258 frames, utt_pad_proportion=0.05777, over 7855.10 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3186, pruned_loss=0.08401, over 2475946.86 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07553, over 22486.18 utterances.], batch size: 75, lr: 3.64e-04
2022-08-26 07:12:29,697 INFO [train.py:927] (3/8) Epoch 10, batch 14850, giga_loss[loss=0.2183, simple_loss=0.3017, pruned_loss=0.06743, over 12369.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02563, over 66.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3156, pruned_loss=0.08137, over 2474838.41 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0731, over 20918.65 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2984, pruned_loss=0.06803, over 2466721.62 frames. utt_duration=1257 frames, utt_pad_proportion=0.05749, over 7856.14 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3174, pruned_loss=0.08216, over 2475650.09 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07368, over 22294.59 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:14:15,238 INFO [train.py:927] (3/8) Epoch 10, batch 14900, giga_loss[loss=0.2089, simple_loss=0.2844, pruned_loss=0.06671, over 12468.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03151, over 86.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3129, pruned_loss=0.08003, over 2474790.06 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07269, over 20291.06 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2987, pruned_loss=0.06834, over 2466912.67 frames. utt_duration=1259 frames, utt_pad_proportion=0.05682, over 7845.37 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3142, pruned_loss=0.08055, over 2475372.30 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07348, over 21555.96 utterances.], batch size: 86, lr: 3.64e-04
2022-08-26 07:15:58,103 INFO [train.py:927] (3/8) Epoch 10, batch 14950, giga_loss[loss=0.3181, simple_loss=0.3605, pruned_loss=0.1378, over 12346.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.314, pruned_loss=0.08089, over 2474905.62 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07426, over 20295.17 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2984, pruned_loss=0.06834, over 2466951.05 frames. utt_duration=1259 frames, utt_pad_proportion=0.05599, over 7845.87 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3157, pruned_loss=0.08162, over 2475540.83 frames. utt_duration=459 frames, utt_pad_proportion=0.07526, over 21641.51 utterances.], batch size: 369, lr: 3.64e-04
2022-08-26 07:17:44,762 INFO [train.py:927] (3/8) Epoch 10, batch 15000, giga_loss[loss=0.2296, simple_loss=0.3195, pruned_loss=0.06983, over 12362.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02975, over 85.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3171, pruned_loss=0.08, over 2474750.60 frames. utt_duration=489.3 frames, utt_pad_proportion=0.0729, over 20292.88 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2984, pruned_loss=0.06844, over 2466980.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05559, over 7832.46 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3186, pruned_loss=0.08059, over 2475294.29 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07395, over 21484.27 utterances.], batch size: 85, lr: 3.64e-04
2022-08-26 07:17:44,763 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 07:17:58,840 INFO [train.py:967] (3/8) 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 07:19:41,499 INFO [train.py:927] (3/8) Epoch 10, batch 15050, giga_loss[loss=0.2166, simple_loss=0.2966, pruned_loss=0.06832, over 12394.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.0323, over 80.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3176, pruned_loss=0.0807, over 2474501.02 frames. utt_duration=476.3 frames, utt_pad_proportion=0.08048, over 20846.29 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2981, pruned_loss=0.06842, over 2466653.16 frames. utt_duration=1265 frames, utt_pad_proportion=0.05503, over 7807.13 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3193, pruned_loss=0.08134, over 2475333.29 frames. utt_duration=451.8 frames, utt_pad_proportion=0.0812, over 21985.64 utterances.], batch size: 80, lr: 3.64e-04
2022-08-26 07:21:26,125 INFO [train.py:927] (3/8) Epoch 10, batch 15100, giga_loss[loss=0.2512, simple_loss=0.3261, pruned_loss=0.08814, over 12431.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04154, over 146.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3175, pruned_loss=0.0815, over 2474753.25 frames. utt_duration=488.1 frames, utt_pad_proportion=0.08217, over 20343.25 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2983, pruned_loss=0.06888, over 2466975.25 frames. utt_duration=1247 frames, utt_pad_proportion=0.06203, over 7921.26 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3195, pruned_loss=0.08214, over 2475478.09 frames. utt_duration=457 frames, utt_pad_proportion=0.08084, over 21734.88 utterances.], batch size: 146, lr: 3.64e-04
2022-08-26 07:23:13,046 INFO [train.py:927] (3/8) Epoch 10, batch 15150, giga_loss[loss=0.2091, simple_loss=0.2854, pruned_loss=0.06642, over 12451.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04156, over 31.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.08117, over 2474937.42 frames. utt_duration=496.2 frames, utt_pad_proportion=0.08187, over 20009.32 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2983, pruned_loss=0.06887, over 2467390.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06164, over 7942.80 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3175, pruned_loss=0.08191, over 2475288.11 frames. utt_duration=466 frames, utt_pad_proportion=0.08109, over 21311.96 utterances.], batch size: 31, lr: 3.64e-04
2022-08-26 07:24:55,020 INFO [train.py:927] (3/8) Epoch 10, batch 15200, giga_loss[loss=0.2253, simple_loss=0.2994, pruned_loss=0.07562, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02434, over 45.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3149, pruned_loss=0.08111, over 2475009.59 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07924, over 19828.61 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2983, pruned_loss=0.06887, over 2467384.78 frames. utt_duration=1245 frames, utt_pad_proportion=0.06141, over 7936.08 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3165, pruned_loss=0.08173, over 2475318.19 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07885, over 20901.32 utterances.], batch size: 45, lr: 3.64e-04
2022-08-26 07:26:40,229 INFO [train.py:927] (3/8) Epoch 10, batch 15250, giga_loss[loss=0.2213, simple_loss=0.3019, pruned_loss=0.07036, over 12442.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3144, pruned_loss=0.08131, over 2475295.13 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07943, over 20174.63 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2986, pruned_loss=0.06887, over 2467439.49 frames. utt_duration=1249 frames, utt_pad_proportion=0.06004, over 7914.21 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3159, pruned_loss=0.08216, over 2475706.46 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07975, over 21388.83 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:28:25,228 INFO [train.py:927] (3/8) Epoch 10, batch 15300, giga_loss[loss=0.2565, simple_loss=0.3429, pruned_loss=0.08506, over 12401.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.314, pruned_loss=0.08112, over 2474382.92 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07933, over 20413.18 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2987, pruned_loss=0.06897, over 2467160.91 frames. utt_duration=1251 frames, utt_pad_proportion=0.05908, over 7898.06 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3153, pruned_loss=0.08191, over 2475067.04 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07999, over 21593.72 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:30:08,954 INFO [train.py:927] (3/8) Epoch 10, batch 15350, libri_loss[loss=0.1692, simple_loss=0.2473, pruned_loss=0.04556, over 12205.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006386, over 30.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3152, pruned_loss=0.08181, over 2474535.58 frames. utt_duration=482.8 frames, utt_pad_proportion=0.08423, over 20564.44 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2987, pruned_loss=0.06915, over 2466919.42 frames. utt_duration=1242 frames, utt_pad_proportion=0.06311, over 7954.02 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3167, pruned_loss=0.08258, over 2475485.77 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08335, over 21748.03 utterances.], batch size: 30, lr: 3.64e-04
2022-08-26 07:31:55,307 INFO [train.py:927] (3/8) Epoch 10, batch 15400, giga_loss[loss=0.211, simple_loss=0.3031, pruned_loss=0.05943, over 12361.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03194, over 58.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3158, pruned_loss=0.08023, over 2474722.87 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07857, over 19942.28 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2987, pruned_loss=0.06915, over 2466919.42 frames. utt_duration=1242 frames, utt_pad_proportion=0.06311, over 7954.02 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.317, pruned_loss=0.08083, over 2475462.42 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0781, over 20863.48 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:33:41,074 INFO [train.py:927] (3/8) Epoch 10, batch 15450, giga_loss[loss=0.2995, simple_loss=0.3492, pruned_loss=0.1249, over 12350.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1977, over 366.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3182, pruned_loss=0.07975, over 2475027.13 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07713, over 19793.50 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2989, pruned_loss=0.06918, over 2466897.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.06286, over 7950.25 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.319, pruned_loss=0.08024, over 2475653.50 frames. utt_duration=483 frames, utt_pad_proportion=0.07692, over 20564.84 utterances.], batch size: 366, lr: 3.64e-04
2022-08-26 07:35:23,615 INFO [train.py:927] (3/8) Epoch 10, batch 15500, giga_loss[loss=0.2546, simple_loss=0.331, pruned_loss=0.08913, over 12455.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03512, over 86.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.321, pruned_loss=0.08255, over 2475128.93 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07281, over 19849.79 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2993, pruned_loss=0.06943, over 2466692.35 frames. utt_duration=1236 frames, utt_pad_proportion=0.06532, over 7989.81 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3221, pruned_loss=0.08311, over 2476111.65 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07211, over 20860.95 utterances.], batch size: 86, lr: 3.64e-04
2022-08-26 07:37:07,827 INFO [train.py:927] (3/8) Epoch 10, batch 15550, giga_loss[loss=0.3094, simple_loss=0.3516, pruned_loss=0.1336, over 12360.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.214, over 374.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3213, pruned_loss=0.08343, over 2474841.32 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07526, over 20193.60 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2992, pruned_loss=0.06949, over 2467012.56 frames. utt_duration=1236 frames, utt_pad_proportion=0.06492, over 7990.84 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3224, pruned_loss=0.084, over 2475442.68 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07479, over 21145.73 utterances.], batch size: 374, lr: 3.64e-04
2022-08-26 07:38:49,733 INFO [train.py:927] (3/8) Epoch 10, batch 15600, giga_loss[loss=0.224, simple_loss=0.3211, pruned_loss=0.06346, over 12364.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03102, over 51.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3214, pruned_loss=0.08252, over 2474184.02 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07704, over 20464.54 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2991, pruned_loss=0.06946, over 2466776.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.06351, over 7947.68 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.323, pruned_loss=0.08338, over 2475079.56 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07724, over 21611.17 utterances.], batch size: 51, lr: 3.64e-04
2022-08-26 07:40:33,246 INFO [train.py:927] (3/8) Epoch 10, batch 15650, giga_loss[loss=0.2514, simple_loss=0.3303, pruned_loss=0.08628, over 12376.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03166, over 51.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.322, pruned_loss=0.08249, over 2474403.97 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07502, over 20400.56 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2993, pruned_loss=0.06974, over 2466697.06 frames. utt_duration=1246 frames, utt_pad_proportion=0.06275, over 7927.82 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3235, pruned_loss=0.08314, over 2475319.69 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07559, over 21542.91 utterances.], batch size: 51, lr: 3.64e-04
2022-08-26 07:42:18,590 INFO [train.py:927] (3/8) Epoch 10, batch 15700, libri_loss[loss=0.2674, simple_loss=0.3376, pruned_loss=0.09858, over 12388.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008592, over 38.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3219, pruned_loss=0.083, over 2474935.84 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07673, over 20578.00 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2996, pruned_loss=0.06984, over 2466848.46 frames. utt_duration=1250 frames, utt_pad_proportion=0.06182, over 7905.50 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3231, pruned_loss=0.08363, over 2475666.25 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07747, over 21723.67 utterances.], batch size: 38, lr: 3.64e-04
2022-08-26 07:44:03,327 INFO [train.py:927] (3/8) Epoch 10, batch 15750, giga_loss[loss=0.2474, simple_loss=0.3057, pruned_loss=0.09456, over 12373.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2094, over 372.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3208, pruned_loss=0.08336, over 2475241.91 frames. utt_duration=461.3 frames, utt_pad_proportion=0.08267, over 21533.66 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3003, pruned_loss=0.07022, over 2467154.09 frames. utt_duration=1236 frames, utt_pad_proportion=0.06589, over 7993.51 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3215, pruned_loss=0.0837, over 2475658.66 frames. utt_duration=441 frames, utt_pad_proportion=0.08178, over 22528.46 utterances.], batch size: 372, lr: 3.64e-04
2022-08-26 07:45:46,106 INFO [train.py:927] (3/8) Epoch 10, batch 15800, giga_loss[loss=0.2713, simple_loss=0.3446, pruned_loss=0.09897, over 12406.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06274, over 183.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.319, pruned_loss=0.08289, over 2475191.12 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07989, over 21198.72 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3002, pruned_loss=0.07015, over 2466883.79 frames. utt_duration=1241 frames, utt_pad_proportion=0.06485, over 7959.93 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3201, pruned_loss=0.0835, over 2475948.51 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07973, over 22316.31 utterances.], batch size: 183, lr: 3.64e-04
2022-08-26 07:47:29,538 INFO [train.py:927] (3/8) Epoch 10, batch 15850, giga_loss[loss=0.2328, simple_loss=0.3125, pruned_loss=0.07657, over 12466.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02976, over 55.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3166, pruned_loss=0.08123, over 2475172.26 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08195, over 21727.91 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3002, pruned_loss=0.07014, over 2466916.32 frames. utt_duration=1243 frames, utt_pad_proportion=0.06407, over 7947.60 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3177, pruned_loss=0.08189, over 2475852.63 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08203, over 22797.28 utterances.], batch size: 55, lr: 3.63e-04
2022-08-26 07:49:10,814 INFO [train.py:927] (3/8) Epoch 10, batch 15900, giga_loss[loss=0.2995, simple_loss=0.3537, pruned_loss=0.1226, over 12421.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07146, over 212.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3144, pruned_loss=0.07928, over 2475497.93 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07765, over 21716.26 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3, pruned_loss=0.07007, over 2466940.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.06262, over 7916.58 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3158, pruned_loss=0.08012, over 2476255.08 frames. utt_duration=432.5 frames, utt_pad_proportion=0.0785, over 22983.14 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 07:51:00,435 INFO [train.py:927] (3/8) Epoch 10, batch 15950, giga_loss[loss=0.2218, simple_loss=0.2958, pruned_loss=0.07387, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02297, over 45.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3129, pruned_loss=0.08028, over 2474672.91 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08201, over 22140.97 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3007, pruned_loss=0.07094, over 2466790.30 frames. utt_duration=1228 frames, utt_pad_proportion=0.07009, over 8042.90 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3138, pruned_loss=0.08043, over 2475635.61 frames. utt_duration=424.4 frames, utt_pad_proportion=0.08037, over 23413.91 utterances.], batch size: 45, lr: 3.63e-04
2022-08-26 07:52:44,877 INFO [train.py:927] (3/8) Epoch 10, batch 16000, giga_loss[loss=0.2415, simple_loss=0.3232, pruned_loss=0.07994, over 12398.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05104, over 161.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3127, pruned_loss=0.07947, over 2475161.00 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07672, over 21179.37 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3007, pruned_loss=0.07111, over 2466769.59 frames. utt_duration=1224 frames, utt_pad_proportion=0.07199, over 8068.61 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3139, pruned_loss=0.07978, over 2476237.40 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07523, over 22680.90 utterances.], batch size: 161, lr: 3.63e-04
2022-08-26 07:54:28,140 INFO [train.py:927] (3/8) Epoch 10, batch 16050, giga_loss[loss=0.2389, simple_loss=0.3237, pruned_loss=0.07704, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03202, over 97.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3133, pruned_loss=0.07921, over 2474544.56 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07311, over 20439.37 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3008, pruned_loss=0.07119, over 2466716.22 frames. utt_duration=1227 frames, utt_pad_proportion=0.07118, over 8049.65 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3143, pruned_loss=0.0795, over 2475570.91 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07237, over 21817.77 utterances.], batch size: 97, lr: 3.63e-04
2022-08-26 07:56:13,439 INFO [train.py:927] (3/8) Epoch 10, batch 16100, giga_loss[loss=0.2099, simple_loss=0.2979, pruned_loss=0.06095, over 12359.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02932, over 70.00 utterances.], tot_loss[loss=0.237, simple_loss=0.314, pruned_loss=0.07997, over 2474415.39 frames. utt_duration=483 frames, utt_pad_proportion=0.07519, over 20556.60 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3009, pruned_loss=0.07125, over 2466979.30 frames. utt_duration=1228 frames, utt_pad_proportion=0.0706, over 8044.18 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3149, pruned_loss=0.08022, over 2475064.24 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07469, over 21753.20 utterances.], batch size: 70, lr: 3.63e-04
2022-08-26 07:57:59,384 INFO [train.py:927] (3/8) Epoch 10, batch 16150, giga_loss[loss=0.2782, simple_loss=0.3426, pruned_loss=0.1069, over 12380.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3149, pruned_loss=0.0805, over 2474649.17 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07243, over 19859.76 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3012, pruned_loss=0.07166, over 2466881.27 frames. utt_duration=1222 frames, utt_pad_proportion=0.07272, over 8087.02 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3157, pruned_loss=0.08063, over 2475526.74 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07154, over 21172.26 utterances.], batch size: 182, lr: 3.63e-04
2022-08-26 07:59:47,924 INFO [train.py:927] (3/8) Epoch 10, batch 16200, giga_loss[loss=0.2929, simple_loss=0.3416, pruned_loss=0.1221, over 12354.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08238, over 2475304.52 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07779, over 20963.90 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3011, pruned_loss=0.07162, over 2466992.63 frames. utt_duration=1219 frames, utt_pad_proportion=0.07286, over 8105.43 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3179, pruned_loss=0.08268, over 2476021.87 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07685, over 22160.41 utterances.], batch size: 371, lr: 3.63e-04
2022-08-26 08:01:35,761 INFO [train.py:927] (3/8) Epoch 10, batch 16250, giga_loss[loss=0.2358, simple_loss=0.3211, pruned_loss=0.0752, over 12430.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06178, over 183.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3182, pruned_loss=0.08272, over 2475532.93 frames. utt_duration=445.5 frames, utt_pad_proportion=0.08423, over 22300.96 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.301, pruned_loss=0.07171, over 2466728.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.07123, over 8070.32 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08318, over 2476567.21 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08371, over 23681.39 utterances.], batch size: 183, lr: 3.63e-04
2022-08-26 08:03:23,046 INFO [train.py:927] (3/8) Epoch 10, batch 16300, giga_loss[loss=0.2695, simple_loss=0.3388, pruned_loss=0.1001, over 12438.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05387, over 162.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3178, pruned_loss=0.08272, over 2475289.08 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08101, over 22166.49 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3011, pruned_loss=0.07171, over 2466898.01 frames. utt_duration=1224 frames, utt_pad_proportion=0.0707, over 8069.60 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3188, pruned_loss=0.08319, over 2476021.77 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08097, over 23386.57 utterances.], batch size: 162, lr: 3.63e-04
2022-08-26 08:05:09,267 INFO [train.py:927] (3/8) Epoch 10, batch 16350, giga_loss[loss=0.2195, simple_loss=0.2974, pruned_loss=0.07076, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02504, over 48.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3163, pruned_loss=0.08236, over 2475037.08 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08065, over 21986.46 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3009, pruned_loss=0.07172, over 2466705.81 frames. utt_duration=1229 frames, utt_pad_proportion=0.06973, over 8039.37 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3177, pruned_loss=0.08294, over 2475942.94 frames. utt_duration=427.5 frames, utt_pad_proportion=0.08102, over 23243.12 utterances.], batch size: 48, lr: 3.63e-04
2022-08-26 08:06:52,687 INFO [train.py:927] (3/8) Epoch 10, batch 16400, giga_loss[loss=0.2836, simple_loss=0.3294, pruned_loss=0.1188, over 12361.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.1985, over 371.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3163, pruned_loss=0.08318, over 2475338.25 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08463, over 22087.98 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3007, pruned_loss=0.0716, over 2467002.00 frames. utt_duration=1223 frames, utt_pad_proportion=0.07245, over 8078.92 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3181, pruned_loss=0.0841, over 2476060.06 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08408, over 23508.63 utterances.], batch size: 371, lr: 3.63e-04
2022-08-26 08:08:36,419 INFO [train.py:927] (3/8) Epoch 10, batch 16450, giga_loss[loss=0.2593, simple_loss=0.3368, pruned_loss=0.09087, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0318, over 86.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3166, pruned_loss=0.08367, over 2475646.40 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08518, over 22037.39 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3008, pruned_loss=0.0717, over 2467382.79 frames. utt_duration=1214 frames, utt_pad_proportion=0.07546, over 8141.22 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3183, pruned_loss=0.08454, over 2476015.36 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08393, over 23367.99 utterances.], batch size: 86, lr: 3.63e-04
2022-08-26 08:10:20,437 INFO [train.py:927] (3/8) Epoch 10, batch 16500, giga_loss[loss=0.2854, simple_loss=0.3379, pruned_loss=0.1165, over 12345.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2127, over 373.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3172, pruned_loss=0.084, over 2475006.19 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08378, over 21606.73 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3006, pruned_loss=0.07162, over 2467491.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.07426, over 8119.54 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3189, pruned_loss=0.08498, over 2475361.82 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08325, over 22924.95 utterances.], batch size: 373, lr: 3.63e-04
2022-08-26 08:12:05,402 INFO [train.py:927] (3/8) Epoch 10, batch 16550, giga_loss[loss=0.2847, simple_loss=0.3439, pruned_loss=0.1128, over 12388.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07352, over 212.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3176, pruned_loss=0.08475, over 2474296.24 frames. utt_duration=448.3 frames, utt_pad_proportion=0.08715, over 22148.84 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3002, pruned_loss=0.07142, over 2466851.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.07318, over 8087.38 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08592, over 2475280.03 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08694, over 23463.31 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 08:13:48,524 INFO [train.py:927] (3/8) Epoch 10, batch 16600, giga_loss[loss=0.2211, simple_loss=0.305, pruned_loss=0.06863, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03115, over 39.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3191, pruned_loss=0.08539, over 2474348.68 frames. utt_duration=444.7 frames, utt_pad_proportion=0.08546, over 22330.23 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3004, pruned_loss=0.07151, over 2466772.86 frames. utt_duration=1210 frames, utt_pad_proportion=0.07639, over 8164.68 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.321, pruned_loss=0.08656, over 2475389.74 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08458, over 23632.80 utterances.], batch size: 39, lr: 3.63e-04
2022-08-26 08:15:34,907 INFO [train.py:927] (3/8) Epoch 10, batch 16650, giga_loss[loss=0.2335, simple_loss=0.3101, pruned_loss=0.07839, over 12278.00 frames. utt_duration=964.3 frames, utt_pad_proportion=0.03765, over 51.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3189, pruned_loss=0.08534, over 2473522.87 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08442, over 22174.40 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2996, pruned_loss=0.07116, over 2466946.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.07547, over 8128.75 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.08683, over 2474309.29 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08411, over 23497.95 utterances.], batch size: 51, lr: 3.63e-04
2022-08-26 08:17:17,736 INFO [train.py:927] (3/8) Epoch 10, batch 16700, giga_loss[loss=0.2285, simple_loss=0.3103, pruned_loss=0.07338, over 12170.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0344, over 39.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3203, pruned_loss=0.08647, over 2473544.82 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08169, over 21985.72 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2997, pruned_loss=0.07126, over 2466988.84 frames. utt_duration=1220 frames, utt_pad_proportion=0.07373, over 8101.47 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3228, pruned_loss=0.08803, over 2474354.15 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08224, over 23500.38 utterances.], batch size: 39, lr: 3.63e-04
2022-08-26 08:19:06,395 INFO [train.py:927] (3/8) Epoch 10, batch 16750, giga_loss[loss=0.2735, simple_loss=0.3457, pruned_loss=0.1007, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02931, over 48.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3205, pruned_loss=0.08551, over 2474489.16 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07998, over 21555.74 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3001, pruned_loss=0.07133, over 2467205.59 frames. utt_duration=1220 frames, utt_pad_proportion=0.07311, over 8098.46 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3224, pruned_loss=0.08682, over 2474987.29 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08075, over 22880.30 utterances.], batch size: 48, lr: 3.63e-04
2022-08-26 08:20:47,440 INFO [train.py:927] (3/8) Epoch 10, batch 16800, giga_loss[loss=0.2109, simple_loss=0.2916, pruned_loss=0.06505, over 12174.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03209, over 36.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3179, pruned_loss=0.08342, over 2473856.20 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07361, over 20419.05 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2996, pruned_loss=0.07102, over 2466850.77 frames. utt_duration=1226 frames, utt_pad_proportion=0.07175, over 8061.36 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3203, pruned_loss=0.08503, over 2474727.29 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07509, over 21798.01 utterances.], batch size: 36, lr: 3.63e-04
2022-08-26 08:22:28,410 INFO [train.py:927] (3/8) Epoch 10, batch 16850, giga_loss[loss=0.3229, simple_loss=0.3793, pruned_loss=0.1332, over 12358.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07223, over 212.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3187, pruned_loss=0.08364, over 2474449.84 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07296, over 20508.74 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2998, pruned_loss=0.07126, over 2466830.36 frames. utt_duration=1228 frames, utt_pad_proportion=0.07019, over 8046.81 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08506, over 2475379.46 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07469, over 21971.43 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 08:24:14,649 INFO [train.py:927] (3/8) Epoch 10, batch 16900, giga_loss[loss=0.2488, simple_loss=0.3372, pruned_loss=0.08015, over 12435.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03245, over 75.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3187, pruned_loss=0.08463, over 2474703.97 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07278, over 20446.63 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2996, pruned_loss=0.07138, over 2467272.85 frames. utt_duration=1231 frames, utt_pad_proportion=0.06913, over 8028.88 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3211, pruned_loss=0.08598, over 2475215.50 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07458, over 21924.85 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 08:26:00,003 INFO [train.py:927] (3/8) Epoch 10, batch 16950, giga_loss[loss=0.2583, simple_loss=0.3313, pruned_loss=0.09263, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3194, pruned_loss=0.08507, over 2474736.87 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07474, over 20461.18 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2996, pruned_loss=0.0715, over 2467261.88 frames. utt_duration=1230 frames, utt_pad_proportion=0.06888, over 8032.53 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3217, pruned_loss=0.08626, over 2475280.85 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07615, over 21836.28 utterances.], batch size: 133, lr: 3.63e-04
2022-08-26 08:27:41,342 INFO [train.py:927] (3/8) Epoch 10, batch 17000, giga_loss[loss=0.2158, simple_loss=0.2981, pruned_loss=0.06678, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02429, over 48.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3192, pruned_loss=0.08493, over 2474686.23 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07452, over 20445.93 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2986, pruned_loss=0.07106, over 2467095.95 frames. utt_duration=1240 frames, utt_pad_proportion=0.06699, over 7970.41 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3228, pruned_loss=0.0869, over 2475621.02 frames. utt_duration=448.7 frames, utt_pad_proportion=0.0763, over 22140.00 utterances.], batch size: 48, lr: 3.63e-04
2022-08-26 08:29:21,887 INFO [train.py:927] (3/8) Epoch 10, batch 17050, giga_loss[loss=0.2799, simple_loss=0.3378, pruned_loss=0.1109, over 12395.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1102, over 260.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.319, pruned_loss=0.08427, over 2474991.23 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07611, over 20443.27 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2985, pruned_loss=0.07109, over 2467260.48 frames. utt_duration=1241 frames, utt_pad_proportion=0.06685, over 7960.66 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3224, pruned_loss=0.0861, over 2475751.46 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07759, over 22084.48 utterances.], batch size: 260, lr: 3.63e-04
2022-08-26 08:31:02,700 INFO [train.py:927] (3/8) Epoch 10, batch 17100, giga_loss[loss=0.2825, simple_loss=0.3356, pruned_loss=0.1147, over 12360.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3182, pruned_loss=0.08318, over 2475238.02 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07456, over 20403.69 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2986, pruned_loss=0.07106, over 2467535.80 frames. utt_duration=1242 frames, utt_pad_proportion=0.06605, over 7954.30 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3211, pruned_loss=0.08482, over 2475708.35 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07614, over 21869.20 utterances.], batch size: 257, lr: 3.63e-04
2022-08-26 08:32:45,069 INFO [train.py:927] (3/8) Epoch 10, batch 17150, libri_loss[loss=0.2051, simple_loss=0.2678, pruned_loss=0.07121, over 12445.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01088, over 29.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3153, pruned_loss=0.08192, over 2474432.82 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07404, over 19941.74 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2983, pruned_loss=0.07106, over 2467597.04 frames. utt_duration=1247 frames, utt_pad_proportion=0.06525, over 7925.36 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.08344, over 2474883.45 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07566, over 21364.47 utterances.], batch size: 29, lr: 3.63e-04
2022-08-26 08:34:28,375 INFO [train.py:927] (3/8) Epoch 10, batch 17200, giga_loss[loss=0.2279, simple_loss=0.3057, pruned_loss=0.07503, over 12410.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.039, over 133.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3128, pruned_loss=0.08113, over 2474104.21 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07162, over 20148.73 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.298, pruned_loss=0.07091, over 2467489.97 frames. utt_duration=1251 frames, utt_pad_proportion=0.06458, over 7899.58 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3155, pruned_loss=0.08259, over 2474632.17 frames. utt_duration=462.9 frames, utt_pad_proportion=0.0733, over 21452.23 utterances.], batch size: 133, lr: 3.63e-04
2022-08-26 08:36:12,835 INFO [train.py:927] (3/8) Epoch 10, batch 17250, giga_loss[loss=0.2111, simple_loss=0.3067, pruned_loss=0.05777, over 12338.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03112, over 70.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3121, pruned_loss=0.08037, over 2474950.60 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06981, over 20783.25 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2982, pruned_loss=0.07102, over 2467691.50 frames. utt_duration=1250 frames, utt_pad_proportion=0.06416, over 7906.55 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3142, pruned_loss=0.08151, over 2475248.07 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07135, over 21914.64 utterances.], batch size: 70, lr: 3.62e-04
2022-08-26 08:37:56,404 INFO [train.py:927] (3/8) Epoch 10, batch 17300, giga_loss[loss=0.2179, simple_loss=0.3057, pruned_loss=0.06504, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05236, over 161.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3106, pruned_loss=0.07744, over 2475167.22 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07306, over 21583.89 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2983, pruned_loss=0.07115, over 2468034.65 frames. utt_duration=1241 frames, utt_pad_proportion=0.06743, over 7965.62 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3126, pruned_loss=0.07846, over 2475293.52 frames. utt_duration=435.8 frames, utt_pad_proportion=0.0731, over 22797.94 utterances.], batch size: 161, lr: 3.62e-04
2022-08-26 08:39:37,783 INFO [train.py:927] (3/8) Epoch 10, batch 17350, libri_loss[loss=0.2397, simple_loss=0.3094, pruned_loss=0.08496, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006232, over 33.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.308, pruned_loss=0.07412, over 2475259.26 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07178, over 21739.77 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2982, pruned_loss=0.07106, over 2468236.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.06601, over 7942.86 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.31, pruned_loss=0.07512, over 2475379.47 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07238, over 23117.92 utterances.], batch size: 33, lr: 3.62e-04
2022-08-26 08:41:21,148 INFO [train.py:927] (3/8) Epoch 10, batch 17400, giga_loss[loss=0.2089, simple_loss=0.3071, pruned_loss=0.05537, over 12416.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03694, over 113.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3057, pruned_loss=0.07063, over 2475516.42 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07669, over 23295.63 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2983, pruned_loss=0.07108, over 2468121.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.06548, over 7936.45 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3072, pruned_loss=0.07141, over 2475757.95 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07706, over 24495.19 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 08:43:07,583 INFO [train.py:927] (3/8) Epoch 10, batch 17450, giga_loss[loss=0.2144, simple_loss=0.2885, pruned_loss=0.07019, over 12330.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1852, over 360.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3062, pruned_loss=0.06968, over 2475319.51 frames. utt_duration=418.4 frames, utt_pad_proportion=0.0747, over 23744.19 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2983, pruned_loss=0.07103, over 2468100.57 frames. utt_duration=1246 frames, utt_pad_proportion=0.06521, over 7932.76 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3074, pruned_loss=0.07034, over 2475563.87 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07515, over 24761.02 utterances.], batch size: 360, lr: 3.62e-04
2022-08-26 08:44:49,902 INFO [train.py:927] (3/8) Epoch 10, batch 17500, libri_loss[loss=0.2472, simple_loss=0.3423, pruned_loss=0.07605, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00571, over 34.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3044, pruned_loss=0.06786, over 2476212.48 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07124, over 23579.73 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2987, pruned_loss=0.07105, over 2468039.14 frames. utt_duration=1248 frames, utt_pad_proportion=0.06472, over 7918.48 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3051, pruned_loss=0.06833, over 2476531.26 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07187, over 24541.55 utterances.], batch size: 34, lr: 3.62e-04
2022-08-26 08:46:34,555 INFO [train.py:927] (3/8) Epoch 10, batch 17550, giga_loss[loss=0.2043, simple_loss=0.2947, pruned_loss=0.057, over 12442.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04167, over 114.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3038, pruned_loss=0.06755, over 2475816.83 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07202, over 23445.36 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2989, pruned_loss=0.07129, over 2467989.42 frames. utt_duration=1229 frames, utt_pad_proportion=0.07184, over 8044.59 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3043, pruned_loss=0.06766, over 2476352.65 frames. utt_duration=405 frames, utt_pad_proportion=0.07069, over 24547.80 utterances.], batch size: 114, lr: 3.62e-04
2022-08-26 08:48:16,842 INFO [train.py:927] (3/8) Epoch 10, batch 17600, libri_loss[loss=0.1964, simple_loss=0.2767, pruned_loss=0.05802, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006198, over 32.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.301, pruned_loss=0.06556, over 2476059.95 frames. utt_duration=407.8 frames, utt_pad_proportion=0.0717, over 24372.53 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2989, pruned_loss=0.07139, over 2468285.06 frames. utt_duration=1223 frames, utt_pad_proportion=0.07229, over 8080.42 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3015, pruned_loss=0.06548, over 2476352.70 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07058, over 25499.31 utterances.], batch size: 32, lr: 3.62e-04
2022-08-26 08:50:01,120 INFO [train.py:927] (3/8) Epoch 10, batch 17650, libri_loss[loss=0.2658, simple_loss=0.3364, pruned_loss=0.09757, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005598, over 34.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2978, pruned_loss=0.06406, over 2476008.48 frames. utt_duration=399.4 frames, utt_pad_proportion=0.0725, over 24888.59 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2988, pruned_loss=0.07138, over 2468311.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.07094, over 8046.78 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2982, pruned_loss=0.06383, over 2476400.63 frames. utt_duration=379.2 frames, utt_pad_proportion=0.072, over 26225.26 utterances.], batch size: 34, lr: 3.62e-04
2022-08-26 08:51:48,399 INFO [train.py:927] (3/8) Epoch 10, batch 17700, giga_loss[loss=0.2246, simple_loss=0.3101, pruned_loss=0.06958, over 12381.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04551, over 146.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2964, pruned_loss=0.06346, over 2476048.02 frames. utt_duration=383.5 frames, utt_pad_proportion=0.07728, over 25925.38 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2988, pruned_loss=0.07129, over 2468129.11 frames. utt_duration=1229 frames, utt_pad_proportion=0.07039, over 8044.19 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2968, pruned_loss=0.06326, over 2476614.43 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07682, over 27200.86 utterances.], batch size: 146, lr: 3.62e-04
2022-08-26 08:53:43,565 INFO [train.py:927] (3/8) Epoch 10, batch 17750, giga_loss[loss=0.1973, simple_loss=0.2956, pruned_loss=0.04948, over 12371.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04645, over 146.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2979, pruned_loss=0.06315, over 2476126.27 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07467, over 24951.68 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.299, pruned_loss=0.07154, over 2468081.72 frames. utt_duration=1231 frames, utt_pad_proportion=0.06887, over 8027.81 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2979, pruned_loss=0.06248, over 2476889.49 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07488, over 26551.78 utterances.], batch size: 146, lr: 3.62e-04
2022-08-26 08:55:43,890 INFO [train.py:927] (3/8) Epoch 10, batch 17800, giga_loss[loss=0.1948, simple_loss=0.2806, pruned_loss=0.05456, over 12381.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07092, over 211.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2969, pruned_loss=0.06219, over 2476244.15 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07086, over 24100.49 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2988, pruned_loss=0.07135, over 2467964.49 frames. utt_duration=1235 frames, utt_pad_proportion=0.06823, over 8003.51 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2971, pruned_loss=0.06172, over 2477048.85 frames. utt_duration=388.4 frames, utt_pad_proportion=0.07144, over 25601.62 utterances.], batch size: 211, lr: 3.62e-04
2022-08-26 08:57:49,102 INFO [train.py:927] (3/8) Epoch 10, batch 17850, giga_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05911, over 12407.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.0258, over 91.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2954, pruned_loss=0.06061, over 2476550.33 frames. utt_duration=404 frames, utt_pad_proportion=0.07014, over 24603.30 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2988, pruned_loss=0.07126, over 2467745.62 frames. utt_duration=1237 frames, utt_pad_proportion=0.06773, over 7988.51 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06024, over 2477451.45 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07077, over 25945.27 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 08:59:50,644 INFO [train.py:927] (3/8) Epoch 10, batch 17900, giga_loss[loss=0.1805, simple_loss=0.2736, pruned_loss=0.04367, over 12374.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03616, over 113.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2948, pruned_loss=0.06044, over 2477131.04 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06651, over 24638.98 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2997, pruned_loss=0.07156, over 2468086.96 frames. utt_duration=1237 frames, utt_pad_proportion=0.06673, over 7993.53 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2941, pruned_loss=0.05963, over 2477744.36 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06748, over 26091.18 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 09:01:47,732 INFO [train.py:927] (3/8) Epoch 10, batch 17950, giga_loss[loss=0.1955, simple_loss=0.2857, pruned_loss=0.05267, over 12461.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02736, over 80.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2939, pruned_loss=0.06, over 2476838.19 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07014, over 25083.63 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2999, pruned_loss=0.07178, over 2468026.64 frames. utt_duration=1225 frames, utt_pad_proportion=0.07076, over 8069.90 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.293, pruned_loss=0.05903, over 2477501.13 frames. utt_duration=376.7 frames, utt_pad_proportion=0.06974, over 26397.14 utterances.], batch size: 80, lr: 3.62e-04
2022-08-26 09:04:05,076 INFO [train.py:927] (3/8) Epoch 10, batch 18000, giga_loss[loss=0.1679, simple_loss=0.2623, pruned_loss=0.03675, over 12375.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.02722, over 85.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05878, over 2476524.29 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06958, over 24814.16 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3, pruned_loss=0.07177, over 2468028.09 frames. utt_duration=1225 frames, utt_pad_proportion=0.0701, over 8066.95 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2917, pruned_loss=0.05786, over 2477148.22 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06946, over 26074.17 utterances.], batch size: 85, lr: 3.62e-04
2022-08-26 09:04:05,076 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 09:04:19,345 INFO [train.py:967] (3/8) 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 09:06:17,611 INFO [train.py:927] (3/8) Epoch 10, batch 18050, giga_loss[loss=0.1875, simple_loss=0.2682, pruned_loss=0.05341, over 12382.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1744, over 356.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2925, pruned_loss=0.05935, over 2476649.24 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07238, over 25091.98 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3002, pruned_loss=0.07201, over 2467831.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.07363, over 8132.57 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2914, pruned_loss=0.05797, over 2477602.24 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07106, over 26577.01 utterances.], batch size: 356, lr: 3.62e-04
2022-08-26 09:08:20,443 INFO [train.py:927] (3/8) Epoch 10, batch 18100, giga_loss[loss=0.2181, simple_loss=0.3146, pruned_loss=0.0608, over 12464.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04349, over 134.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.05961, over 2476718.59 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07371, over 25785.28 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3002, pruned_loss=0.07193, over 2467538.04 frames. utt_duration=1208 frames, utt_pad_proportion=0.07605, over 8178.01 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2947, pruned_loss=0.05826, over 2478003.59 frames. utt_duration=362.8 frames, utt_pad_proportion=0.07203, over 27415.65 utterances.], batch size: 134, lr: 3.62e-04
2022-08-26 09:10:32,321 INFO [train.py:927] (3/8) Epoch 10, batch 18150, giga_loss[loss=0.1818, simple_loss=0.2806, pruned_loss=0.04147, over 12406.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2959, pruned_loss=0.05834, over 2477268.49 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07089, over 25115.78 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3002, pruned_loss=0.07217, over 2467522.85 frames. utt_duration=1199 frames, utt_pad_proportion=0.07958, over 8244.01 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.295, pruned_loss=0.05679, over 2478497.21 frames. utt_duration=373 frames, utt_pad_proportion=0.06855, over 26663.77 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 09:12:42,748 INFO [train.py:927] (3/8) Epoch 10, batch 18200, giga_loss[loss=0.2092, simple_loss=0.2979, pruned_loss=0.06027, over 12455.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03539, over 105.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2958, pruned_loss=0.0588, over 2477693.36 frames. utt_duration=388.3 frames, utt_pad_proportion=0.07211, over 25599.76 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3002, pruned_loss=0.07217, over 2467522.85 frames. utt_duration=1199 frames, utt_pad_proportion=0.07958, over 8244.01 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2951, pruned_loss=0.05759, over 2478649.70 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07024, over 26804.58 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 09:15:10,083 INFO [train.py:927] (3/8) Epoch 10, batch 18250, giga_loss[loss=0.1826, simple_loss=0.2592, pruned_loss=0.05298, over 12388.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2952, pruned_loss=0.05908, over 2478011.90 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07174, over 25116.42 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3008, pruned_loss=0.07229, over 2467823.94 frames. utt_duration=1199 frames, utt_pad_proportion=0.07811, over 8243.93 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.294, pruned_loss=0.05772, over 2478728.71 frames. utt_duration=376.1 frames, utt_pad_proportion=0.07059, over 26448.04 utterances.], batch size: 368, lr: 3.62e-04
2022-08-26 09:17:19,066 INFO [train.py:927] (3/8) Epoch 10, batch 18300, giga_loss[loss=0.1675, simple_loss=0.2567, pruned_loss=0.03913, over 12454.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.02752, over 75.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2921, pruned_loss=0.05832, over 2478586.16 frames. utt_duration=386.2 frames, utt_pad_proportion=0.07684, over 25747.13 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3006, pruned_loss=0.0722, over 2467993.11 frames. utt_duration=1203 frames, utt_pad_proportion=0.07739, over 8213.46 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2912, pruned_loss=0.05715, over 2479137.67 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07591, over 27050.60 utterances.], batch size: 75, lr: 3.62e-04
2022-08-26 09:19:22,129 INFO [train.py:927] (3/8) Epoch 10, batch 18350, giga_loss[loss=0.2011, simple_loss=0.3031, pruned_loss=0.04957, over 12411.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03991, over 133.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2936, pruned_loss=0.0589, over 2478823.57 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07437, over 25323.35 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3005, pruned_loss=0.0723, over 2467974.14 frames. utt_duration=1207 frames, utt_pad_proportion=0.07615, over 8186.31 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.05755, over 2479550.59 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07408, over 26810.74 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 09:21:19,659 INFO [train.py:927] (3/8) Epoch 10, batch 18400, giga_loss[loss=0.2014, simple_loss=0.2893, pruned_loss=0.05672, over 12354.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02975, over 91.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2934, pruned_loss=0.0597, over 2478713.80 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07344, over 25206.30 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3008, pruned_loss=0.07256, over 2467970.66 frames. utt_duration=1199 frames, utt_pad_proportion=0.07899, over 8245.32 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2924, pruned_loss=0.0582, over 2479463.21 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07253, over 26617.17 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 09:23:27,439 INFO [train.py:927] (3/8) Epoch 10, batch 18450, giga_loss[loss=0.1998, simple_loss=0.2928, pruned_loss=0.05344, over 12407.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2936, pruned_loss=0.05967, over 2478488.39 frames. utt_duration=389.2 frames, utt_pad_proportion=0.07451, over 25550.78 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3009, pruned_loss=0.07255, over 2468046.39 frames. utt_duration=1200 frames, utt_pad_proportion=0.07783, over 8234.48 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2925, pruned_loss=0.05819, over 2479247.06 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07405, over 27071.85 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 09:25:49,454 INFO [train.py:927] (3/8) Epoch 10, batch 18500, giga_loss[loss=0.1817, simple_loss=0.2773, pruned_loss=0.04307, over 12419.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03427, over 75.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2941, pruned_loss=0.05943, over 2477967.60 frames. utt_duration=395.6 frames, utt_pad_proportion=0.0701, over 25127.37 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3004, pruned_loss=0.07242, over 2467723.52 frames. utt_duration=1205 frames, utt_pad_proportion=0.07686, over 8202.85 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05806, over 2479104.00 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07018, over 26769.87 utterances.], batch size: 75, lr: 3.62e-04
2022-08-26 09:27:54,876 INFO [train.py:927] (3/8) Epoch 10, batch 18550, giga_loss[loss=0.1816, simple_loss=0.2701, pruned_loss=0.04658, over 12359.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02851, over 85.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2914, pruned_loss=0.05903, over 2478130.32 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07082, over 25089.95 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.07267, over 2467648.15 frames. utt_duration=1197 frames, utt_pad_proportion=0.07934, over 8255.72 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2903, pruned_loss=0.05729, over 2479420.48 frames. utt_duration=370 frames, utt_pad_proportion=0.06999, over 26891.49 utterances.], batch size: 85, lr: 3.62e-04
2022-08-26 09:29:50,146 INFO [train.py:927] (3/8) Epoch 10, batch 18600, giga_loss[loss=0.1993, simple_loss=0.2945, pruned_loss=0.05206, over 12332.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03411, over 51.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2887, pruned_loss=0.05792, over 2477944.37 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06989, over 25197.81 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3011, pruned_loss=0.07274, over 2467705.95 frames. utt_duration=1195 frames, utt_pad_proportion=0.07938, over 8272.05 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2876, pruned_loss=0.05639, over 2478994.35 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06925, over 26735.64 utterances.], batch size: 51, lr: 3.62e-04
2022-08-26 09:31:52,380 INFO [train.py:927] (3/8) Epoch 10, batch 18650, giga_loss[loss=0.1712, simple_loss=0.2686, pruned_loss=0.0369, over 12434.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03295, over 75.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2874, pruned_loss=0.05685, over 2478344.77 frames. utt_duration=385.2 frames, utt_pad_proportion=0.07038, over 25813.56 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3009, pruned_loss=0.07251, over 2467690.04 frames. utt_duration=1198 frames, utt_pad_proportion=0.07853, over 8253.12 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2866, pruned_loss=0.05563, over 2479299.09 frames. utt_duration=364.8 frames, utt_pad_proportion=0.07006, over 27275.64 utterances.], batch size: 75, lr: 3.61e-04
2022-08-26 09:34:03,185 INFO [train.py:927] (3/8) Epoch 10, batch 18700, giga_loss[loss=0.1733, simple_loss=0.263, pruned_loss=0.04182, over 12256.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02641, over 54.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2864, pruned_loss=0.05626, over 2477773.78 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06996, over 25761.96 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.301, pruned_loss=0.07246, over 2467121.18 frames. utt_duration=1201 frames, utt_pad_proportion=0.07733, over 8226.27 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2854, pruned_loss=0.05506, over 2479222.07 frames. utt_duration=365 frames, utt_pad_proportion=0.07001, over 27255.48 utterances.], batch size: 54, lr: 3.61e-04
2022-08-26 09:36:19,572 INFO [train.py:927] (3/8) Epoch 10, batch 18750, libri_loss[loss=0.1949, simple_loss=0.2704, pruned_loss=0.05967, over 12464.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00945, over 29.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2856, pruned_loss=0.05576, over 2478093.00 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07028, over 24873.74 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3007, pruned_loss=0.07233, over 2467548.13 frames. utt_duration=1204 frames, utt_pad_proportion=0.07565, over 8209.94 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2844, pruned_loss=0.05431, over 2479269.63 frames. utt_duration=372.1 frames, utt_pad_proportion=0.07074, over 26737.29 utterances.], batch size: 29, lr: 3.61e-04
2022-08-26 09:38:21,530 INFO [train.py:927] (3/8) Epoch 10, batch 18800, giga_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05318, over 12329.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03208, over 51.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2849, pruned_loss=0.05543, over 2478570.93 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06797, over 24581.22 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3005, pruned_loss=0.07219, over 2467516.19 frames. utt_duration=1206 frames, utt_pad_proportion=0.07511, over 8191.88 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2841, pruned_loss=0.05426, over 2479606.38 frames. utt_duration=379.7 frames, utt_pad_proportion=0.0686, over 26202.69 utterances.], batch size: 51, lr: 3.61e-04
2022-08-26 09:40:15,918 INFO [train.py:927] (3/8) Epoch 10, batch 18850, giga_loss[loss=0.1652, simple_loss=0.2488, pruned_loss=0.04077, over 12370.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.182, over 359.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.285, pruned_loss=0.05535, over 2478386.26 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07063, over 25276.57 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3002, pruned_loss=0.07209, over 2467510.79 frames. utt_duration=1212 frames, utt_pad_proportion=0.07238, over 8153.58 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2839, pruned_loss=0.05373, over 2479699.78 frames. utt_duration=363.3 frames, utt_pad_proportion=0.07165, over 27387.61 utterances.], batch size: 359, lr: 3.61e-04
2022-08-26 09:42:12,262 INFO [train.py:927] (3/8) Epoch 10, batch 18900, giga_loss[loss=0.19, simple_loss=0.282, pruned_loss=0.049, over 12382.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04992, over 161.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2873, pruned_loss=0.05603, over 2478090.48 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06524, over 23618.03 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2992, pruned_loss=0.07185, over 2467582.84 frames. utt_duration=1225 frames, utt_pad_proportion=0.07009, over 8069.14 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2866, pruned_loss=0.05416, over 2479598.61 frames. utt_duration=380 frames, utt_pad_proportion=0.06714, over 26184.62 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 09:44:07,640 INFO [train.py:927] (3/8) Epoch 10, batch 18950, giga_loss[loss=0.2038, simple_loss=0.288, pruned_loss=0.05981, over 12395.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02974, over 97.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.289, pruned_loss=0.05684, over 2478075.65 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06369, over 23385.38 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2997, pruned_loss=0.07193, over 2468023.50 frames. utt_duration=1219 frames, utt_pad_proportion=0.07018, over 8105.81 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2876, pruned_loss=0.05461, over 2479317.79 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06527, over 26080.65 utterances.], batch size: 97, lr: 3.61e-04
2022-08-26 09:46:09,380 INFO [train.py:927] (3/8) Epoch 10, batch 19000, giga_loss[loss=0.1933, simple_loss=0.2877, pruned_loss=0.04949, over 12464.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.287, pruned_loss=0.05566, over 2478002.74 frames. utt_duration=437.3 frames, utt_pad_proportion=0.06081, over 22726.84 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2993, pruned_loss=0.07171, over 2467920.74 frames. utt_duration=1222 frames, utt_pad_proportion=0.06906, over 8087.28 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2859, pruned_loss=0.05359, over 2479429.97 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06263, over 25380.78 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 09:48:07,926 INFO [train.py:927] (3/8) Epoch 10, batch 19050, giga_loss[loss=0.187, simple_loss=0.2799, pruned_loss=0.04709, over 12397.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05955, over 182.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2872, pruned_loss=0.05625, over 2478044.33 frames. utt_duration=439.4 frames, utt_pad_proportion=0.06224, over 22620.01 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3001, pruned_loss=0.07225, over 2467949.44 frames. utt_duration=1193 frames, utt_pad_proportion=0.07736, over 8287.95 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2853, pruned_loss=0.05359, over 2479491.12 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06095, over 25039.66 utterances.], batch size: 182, lr: 3.61e-04
2022-08-26 09:50:12,699 INFO [train.py:927] (3/8) Epoch 10, batch 19100, giga_loss[loss=0.1859, simple_loss=0.2784, pruned_loss=0.04674, over 12444.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.03936, over 114.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2885, pruned_loss=0.05684, over 2477588.83 frames. utt_duration=440.8 frames, utt_pad_proportion=0.06353, over 22545.26 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2994, pruned_loss=0.0719, over 2467816.74 frames. utt_duration=1193 frames, utt_pad_proportion=0.07833, over 8287.40 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2869, pruned_loss=0.05428, over 2479340.77 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06179, over 25160.39 utterances.], batch size: 114, lr: 3.61e-04
2022-08-26 09:52:08,794 INFO [train.py:927] (3/8) Epoch 10, batch 19150, giga_loss[loss=0.2119, simple_loss=0.2907, pruned_loss=0.06656, over 12386.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1811, over 359.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2909, pruned_loss=0.05817, over 2478155.99 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06601, over 23715.35 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2996, pruned_loss=0.07199, over 2468149.78 frames. utt_duration=1193 frames, utt_pad_proportion=0.07748, over 8284.08 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2893, pruned_loss=0.05587, over 2479381.29 frames. utt_duration=383 frames, utt_pad_proportion=0.06464, over 25977.07 utterances.], batch size: 359, lr: 3.61e-04
2022-08-26 09:54:14,846 INFO [train.py:927] (3/8) Epoch 10, batch 19200, giga_loss[loss=0.1911, simple_loss=0.2853, pruned_loss=0.0484, over 12453.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03349, over 105.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2925, pruned_loss=0.05827, over 2477774.56 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06542, over 23236.54 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2997, pruned_loss=0.07201, over 2468220.73 frames. utt_duration=1187 frames, utt_pad_proportion=0.07999, over 8330.61 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2911, pruned_loss=0.05614, over 2478927.87 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06361, over 25341.66 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 09:56:25,844 INFO [train.py:927] (3/8) Epoch 10, batch 19250, giga_loss[loss=0.208, simple_loss=0.2908, pruned_loss=0.06259, over 12453.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04813, over 161.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2913, pruned_loss=0.05831, over 2478071.28 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06664, over 23522.15 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2996, pruned_loss=0.07195, over 2468237.98 frames. utt_duration=1187 frames, utt_pad_proportion=0.07845, over 8326.41 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05617, over 2479350.48 frames. utt_duration=386.1 frames, utt_pad_proportion=0.0654, over 25767.62 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 09:58:27,783 INFO [train.py:927] (3/8) Epoch 10, batch 19300, giga_loss[loss=0.218, simple_loss=0.3013, pruned_loss=0.06741, over 12403.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02959, over 122.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2906, pruned_loss=0.05794, over 2478027.33 frames. utt_duration=416 frames, utt_pad_proportion=0.06738, over 23894.22 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2997, pruned_loss=0.07191, over 2468095.22 frames. utt_duration=1191 frames, utt_pad_proportion=0.07759, over 8302.60 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2894, pruned_loss=0.05609, over 2479316.91 frames. utt_duration=384 frames, utt_pad_proportion=0.06658, over 25908.45 utterances.], batch size: 122, lr: 3.61e-04
2022-08-26 10:00:31,049 INFO [train.py:927] (3/8) Epoch 10, batch 19350, giga_loss[loss=0.1895, simple_loss=0.2814, pruned_loss=0.04883, over 12408.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07415, over 213.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2892, pruned_loss=0.05774, over 2477360.16 frames. utt_duration=424.5 frames, utt_pad_proportion=0.0649, over 23408.77 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2992, pruned_loss=0.07178, over 2467924.58 frames. utt_duration=1194 frames, utt_pad_proportion=0.07609, over 8275.12 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2883, pruned_loss=0.05593, over 2478865.65 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06476, over 25541.78 utterances.], batch size: 213, lr: 3.61e-04
2022-08-26 10:02:34,391 INFO [train.py:927] (3/8) Epoch 10, batch 19400, giga_loss[loss=0.2063, simple_loss=0.305, pruned_loss=0.05382, over 12226.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02984, over 39.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2884, pruned_loss=0.05682, over 2476969.75 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06552, over 23640.75 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2994, pruned_loss=0.07199, over 2467873.64 frames. utt_duration=1193 frames, utt_pad_proportion=0.0759, over 8286.78 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2874, pruned_loss=0.05505, over 2478319.21 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06539, over 25505.46 utterances.], batch size: 39, lr: 3.61e-04
2022-08-26 10:04:26,720 INFO [train.py:927] (3/8) Epoch 10, batch 19450, giga_loss[loss=0.2221, simple_loss=0.3048, pruned_loss=0.06972, over 12378.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0604, over 182.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2899, pruned_loss=0.05618, over 2476566.60 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06521, over 23231.34 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2992, pruned_loss=0.07182, over 2467553.31 frames. utt_duration=1198 frames, utt_pad_proportion=0.0745, over 8249.00 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2891, pruned_loss=0.05456, over 2478099.98 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06548, over 25089.24 utterances.], batch size: 182, lr: 3.61e-04
2022-08-26 10:06:36,324 INFO [train.py:927] (3/8) Epoch 10, batch 19500, giga_loss[loss=0.1935, simple_loss=0.286, pruned_loss=0.0505, over 12428.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03867, over 133.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2907, pruned_loss=0.05644, over 2476528.87 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06587, over 23383.33 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2993, pruned_loss=0.07172, over 2467170.01 frames. utt_duration=1194 frames, utt_pad_proportion=0.07598, over 8274.52 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05459, over 2478520.09 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06549, over 25480.50 utterances.], batch size: 133, lr: 3.61e-04
2022-08-26 10:08:45,809 INFO [train.py:927] (3/8) Epoch 10, batch 19550, giga_loss[loss=0.1912, simple_loss=0.2668, pruned_loss=0.05773, over 12366.00 frames. utt_duration=141.4 frames, utt_pad_proportion=0.1684, over 353.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05684, over 2476993.97 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06749, over 24057.79 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2995, pruned_loss=0.07167, over 2466930.32 frames. utt_duration=1194 frames, utt_pad_proportion=0.07477, over 8272.66 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2905, pruned_loss=0.05509, over 2479035.03 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06736, over 26072.95 utterances.], batch size: 353, lr: 3.61e-04
2022-08-26 10:11:01,675 INFO [train.py:927] (3/8) Epoch 10, batch 19600, giga_loss[loss=0.2104, simple_loss=0.3129, pruned_loss=0.05395, over 12367.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04125, over 113.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2932, pruned_loss=0.05683, over 2477636.73 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06512, over 23838.54 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2999, pruned_loss=0.07187, over 2467161.64 frames. utt_duration=1194 frames, utt_pad_proportion=0.0741, over 8278.60 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2918, pruned_loss=0.05508, over 2479188.48 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06532, over 25628.51 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 10:13:15,981 INFO [train.py:927] (3/8) Epoch 10, batch 19650, giga_loss[loss=0.2064, simple_loss=0.2913, pruned_loss=0.0607, over 12396.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07477, over 212.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.05724, over 2477327.42 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06514, over 23365.96 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2998, pruned_loss=0.07201, over 2467053.63 frames. utt_duration=1199 frames, utt_pad_proportion=0.07276, over 8238.01 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2925, pruned_loss=0.05542, over 2478905.91 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06566, over 25170.86 utterances.], batch size: 212, lr: 3.61e-04
2022-08-26 10:15:35,021 INFO [train.py:927] (3/8) Epoch 10, batch 19700, giga_loss[loss=0.198, simple_loss=0.2893, pruned_loss=0.05338, over 12390.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06776, over 212.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2915, pruned_loss=0.05609, over 2477839.69 frames. utt_duration=429.6 frames, utt_pad_proportion=0.0645, over 23133.43 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2999, pruned_loss=0.07215, over 2467236.25 frames. utt_duration=1193 frames, utt_pad_proportion=0.07577, over 8284.70 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2904, pruned_loss=0.05424, over 2479134.09 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06402, over 24793.11 utterances.], batch size: 212, lr: 3.61e-04
2022-08-26 10:17:38,919 INFO [train.py:927] (3/8) Epoch 10, batch 19750, giga_loss[loss=0.2082, simple_loss=0.2991, pruned_loss=0.05863, over 12397.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03236, over 122.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2908, pruned_loss=0.05547, over 2478079.51 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07085, over 24292.28 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3001, pruned_loss=0.07209, over 2467488.07 frames. utt_duration=1195 frames, utt_pad_proportion=0.07486, over 8271.49 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2896, pruned_loss=0.05385, over 2479024.24 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07034, over 25809.07 utterances.], batch size: 122, lr: 3.61e-04
2022-08-26 10:19:31,729 INFO [train.py:927] (3/8) Epoch 10, batch 19800, giga_loss[loss=0.1856, simple_loss=0.282, pruned_loss=0.04463, over 12466.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03135, over 92.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2936, pruned_loss=0.05721, over 2477566.20 frames. utt_duration=408 frames, utt_pad_proportion=0.07118, over 24361.81 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.07226, over 2467445.10 frames. utt_duration=1188 frames, utt_pad_proportion=0.07715, over 8317.56 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2921, pruned_loss=0.05523, over 2478696.09 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06994, over 26046.99 utterances.], batch size: 92, lr: 3.61e-04
2022-08-26 10:21:22,808 INFO [train.py:927] (3/8) Epoch 10, batch 19850, libri_loss[loss=0.1808, simple_loss=0.2549, pruned_loss=0.05335, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006577, over 31.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2914, pruned_loss=0.0567, over 2477645.19 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07132, over 25356.75 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.07231, over 2467438.11 frames. utt_duration=1190 frames, utt_pad_proportion=0.07658, over 8305.39 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2903, pruned_loss=0.05498, over 2478654.39 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07051, over 26842.99 utterances.], batch size: 31, lr: 3.61e-04
2022-08-26 10:23:12,345 INFO [train.py:927] (3/8) Epoch 10, batch 19900, giga_loss[loss=0.2143, simple_loss=0.304, pruned_loss=0.06233, over 12242.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0303, over 42.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2947, pruned_loss=0.05912, over 2476898.33 frames. utt_duration=395.1 frames, utt_pad_proportion=0.0733, over 25152.49 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.07232, over 2467220.93 frames. utt_duration=1194 frames, utt_pad_proportion=0.07529, over 8273.19 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2936, pruned_loss=0.0574, over 2478135.84 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07289, over 26759.79 utterances.], batch size: 42, lr: 3.61e-04
2022-08-26 10:24:56,651 INFO [train.py:927] (3/8) Epoch 10, batch 19950, giga_loss[loss=0.2079, simple_loss=0.2929, pruned_loss=0.06144, over 12410.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04142, over 37.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2996, pruned_loss=0.06164, over 2475793.04 frames. utt_duration=414.1 frames, utt_pad_proportion=0.07246, over 23988.39 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2999, pruned_loss=0.07208, over 2467191.50 frames. utt_duration=1199 frames, utt_pad_proportion=0.07398, over 8244.69 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2991, pruned_loss=0.06022, over 2477018.18 frames. utt_duration=387.5 frames, utt_pad_proportion=0.0725, over 25654.08 utterances.], batch size: 37, lr: 3.61e-04
2022-08-26 10:26:35,699 INFO [train.py:927] (3/8) Epoch 10, batch 20000, giga_loss[loss=0.1692, simple_loss=0.2547, pruned_loss=0.04186, over 12349.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.02746, over 58.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.298, pruned_loss=0.06208, over 2475221.00 frames. utt_duration=434 frames, utt_pad_proportion=0.07149, over 22880.47 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3003, pruned_loss=0.07224, over 2466644.36 frames. utt_duration=1206 frames, utt_pad_proportion=0.07174, over 8192.91 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2972, pruned_loss=0.06042, over 2477028.81 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07229, over 24833.72 utterances.], batch size: 58, lr: 3.61e-04
2022-08-26 10:28:17,215 INFO [train.py:927] (3/8) Epoch 10, batch 20050, giga_loss[loss=0.1768, simple_loss=0.2528, pruned_loss=0.05041, over 12445.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04766, over 34.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2928, pruned_loss=0.06103, over 2474970.39 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07536, over 22407.62 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07216, over 2466644.43 frames. utt_duration=1197 frames, utt_pad_proportion=0.07398, over 8254.56 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2923, pruned_loss=0.05935, over 2476793.01 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07509, over 24516.86 utterances.], batch size: 34, lr: 3.61e-04
2022-08-26 10:29:57,752 INFO [train.py:927] (3/8) Epoch 10, batch 20100, libri_loss[loss=0.2276, simple_loss=0.3068, pruned_loss=0.07426, over 12426.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02251, over 43.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2862, pruned_loss=0.05886, over 2474395.30 frames. utt_duration=467 frames, utt_pad_proportion=0.0726, over 21258.03 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07233, over 2466878.06 frames. utt_duration=1180 frames, utt_pad_proportion=0.07718, over 8370.57 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2851, pruned_loss=0.05691, over 2475946.62 frames. utt_duration=425.3 frames, utt_pad_proportion=0.07164, over 23360.50 utterances.], batch size: 43, lr: 3.60e-04
2022-08-26 10:31:39,373 INFO [train.py:927] (3/8) Epoch 10, batch 20150, giga_loss[loss=0.1924, simple_loss=0.2738, pruned_loss=0.05549, over 12421.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.03633, over 86.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2798, pruned_loss=0.05656, over 2474171.96 frames. utt_duration=455.6 frames, utt_pad_proportion=0.078, over 21787.39 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3002, pruned_loss=0.07225, over 2466723.56 frames. utt_duration=1184 frames, utt_pad_proportion=0.07676, over 8344.94 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2789, pruned_loss=0.05496, over 2475591.36 frames. utt_duration=421.4 frames, utt_pad_proportion=0.07697, over 23576.89 utterances.], batch size: 86, lr: 3.60e-04
2022-08-26 10:33:21,651 INFO [train.py:927] (3/8) Epoch 10, batch 20200, giga_loss[loss=0.1755, simple_loss=0.2567, pruned_loss=0.04716, over 12342.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03354, over 97.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2752, pruned_loss=0.05476, over 2473700.85 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07237, over 20846.25 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.07233, over 2466704.59 frames. utt_duration=1185 frames, utt_pad_proportion=0.07616, over 8336.51 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.274, pruned_loss=0.05326, over 2474899.38 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07209, over 22383.78 utterances.], batch size: 97, lr: 3.60e-04
2022-08-26 10:35:02,599 INFO [train.py:927] (3/8) Epoch 10, batch 20250, giga_loss[loss=0.1832, simple_loss=0.2644, pruned_loss=0.05098, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05207, over 161.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2714, pruned_loss=0.0533, over 2473819.53 frames. utt_duration=488.1 frames, utt_pad_proportion=0.0709, over 20332.01 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3002, pruned_loss=0.0721, over 2466814.89 frames. utt_duration=1190 frames, utt_pad_proportion=0.07393, over 8300.19 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2695, pruned_loss=0.05156, over 2474988.08 frames. utt_duration=449 frames, utt_pad_proportion=0.07148, over 22121.02 utterances.], batch size: 161, lr: 3.60e-04
2022-08-26 10:36:43,366 INFO [train.py:927] (3/8) Epoch 10, batch 20300, giga_loss[loss=0.1579, simple_loss=0.2413, pruned_loss=0.03728, over 12453.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03281, over 123.00 utterances.], tot_loss[loss=0.1848, simple_loss=0.2667, pruned_loss=0.05143, over 2473945.29 frames. utt_duration=490.8 frames, utt_pad_proportion=0.0758, over 20223.27 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07235, over 2467069.31 frames. utt_duration=1172 frames, utt_pad_proportion=0.08101, over 8434.21 utterances.], giga_tot_loss[loss=0.1815, simple_loss=0.2642, pruned_loss=0.0494, over 2474817.43 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07353, over 21795.22 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 10:38:25,140 INFO [train.py:927] (3/8) Epoch 10, batch 20350, giga_loss[loss=0.1562, simple_loss=0.2406, pruned_loss=0.03583, over 12404.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.0348, over 75.00 utterances.], tot_loss[loss=0.1804, simple_loss=0.2622, pruned_loss=0.04926, over 2473298.52 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07155, over 19538.55 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3007, pruned_loss=0.07221, over 2466561.18 frames. utt_duration=1175 frames, utt_pad_proportion=0.07973, over 8406.84 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2593, pruned_loss=0.0473, over 2474608.43 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07037, over 21075.46 utterances.], batch size: 75, lr: 3.60e-04
2022-08-26 10:40:07,760 INFO [train.py:927] (3/8) Epoch 10, batch 20400, giga_loss[loss=0.2796, simple_loss=0.3535, pruned_loss=0.1028, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03103, over 97.00 utterances.], tot_loss[loss=0.1853, simple_loss=0.2671, pruned_loss=0.05179, over 2472625.74 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06898, over 19295.12 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3009, pruned_loss=0.07231, over 2466655.88 frames. utt_duration=1179 frames, utt_pad_proportion=0.0785, over 8382.82 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2641, pruned_loss=0.04973, over 2473725.73 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06857, over 20732.98 utterances.], batch size: 97, lr: 3.60e-04
2022-08-26 10:41:47,390 INFO [train.py:927] (3/8) Epoch 10, batch 20450, giga_loss[loss=0.2222, simple_loss=0.3035, pruned_loss=0.07043, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2764, pruned_loss=0.05654, over 2472857.47 frames. utt_duration=523.6 frames, utt_pad_proportion=0.07016, over 18943.66 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3004, pruned_loss=0.0722, over 2466647.09 frames. utt_duration=1174 frames, utt_pad_proportion=0.08069, over 8414.35 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2734, pruned_loss=0.05436, over 2473969.89 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06895, over 20472.60 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 10:43:28,363 INFO [train.py:927] (3/8) Epoch 10, batch 20500, giga_loss[loss=0.1909, simple_loss=0.2787, pruned_loss=0.05157, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.0427, over 31.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2829, pruned_loss=0.05859, over 2472098.82 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06872, over 18669.63 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2999, pruned_loss=0.07199, over 2466448.87 frames. utt_duration=1182 frames, utt_pad_proportion=0.07944, over 8359.63 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2803, pruned_loss=0.05669, over 2473279.57 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06824, over 20174.56 utterances.], batch size: 31, lr: 3.60e-04
2022-08-26 10:45:13,106 INFO [train.py:927] (3/8) Epoch 10, batch 20550, giga_loss[loss=0.2256, simple_loss=0.3118, pruned_loss=0.0697, over 12411.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04024, over 105.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2867, pruned_loss=0.05972, over 2472602.56 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06719, over 18623.88 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3003, pruned_loss=0.07215, over 2466878.70 frames. utt_duration=1180 frames, utt_pad_proportion=0.07879, over 8372.34 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2841, pruned_loss=0.05779, over 2473301.33 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06704, over 20041.76 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 10:46:56,170 INFO [train.py:927] (3/8) Epoch 10, batch 20600, giga_loss[loss=0.2256, simple_loss=0.3164, pruned_loss=0.06744, over 12401.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04004, over 133.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.291, pruned_loss=0.06192, over 2472734.39 frames. utt_duration=528.9 frames, utt_pad_proportion=0.0689, over 18753.18 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.07227, over 2466962.73 frames. utt_duration=1172 frames, utt_pad_proportion=0.08202, over 8431.68 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2886, pruned_loss=0.06008, over 2473324.34 frames. utt_duration=495.9 frames, utt_pad_proportion=0.0673, over 20011.02 utterances.], batch size: 133, lr: 3.60e-04
2022-08-26 10:48:37,839 INFO [train.py:927] (3/8) Epoch 10, batch 20650, giga_loss[loss=0.201, simple_loss=0.2985, pruned_loss=0.05173, over 12487.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0408, over 31.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2956, pruned_loss=0.06405, over 2473331.43 frames. utt_duration=524.6 frames, utt_pad_proportion=0.07292, over 18911.22 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07235, over 2467153.97 frames. utt_duration=1171 frames, utt_pad_proportion=0.08179, over 8438.02 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2934, pruned_loss=0.06241, over 2473713.23 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07148, over 20033.46 utterances.], batch size: 31, lr: 3.60e-04
2022-08-26 10:50:18,355 INFO [train.py:927] (3/8) Epoch 10, batch 20700, giga_loss[loss=0.227, simple_loss=0.3152, pruned_loss=0.06944, over 12401.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04479, over 26.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2977, pruned_loss=0.0646, over 2472399.26 frames. utt_duration=531.7 frames, utt_pad_proportion=0.07911, over 18653.41 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2998, pruned_loss=0.07184, over 2467115.86 frames. utt_duration=1171 frames, utt_pad_proportion=0.08239, over 8435.28 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2966, pruned_loss=0.06337, over 2473039.42 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07743, over 20119.65 utterances.], batch size: 26, lr: 3.60e-04
2022-08-26 10:52:07,575 INFO [train.py:927] (3/8) Epoch 10, batch 20750, giga_loss[loss=0.2163, simple_loss=0.3133, pruned_loss=0.05961, over 12430.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03261, over 75.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2996, pruned_loss=0.06476, over 2472759.14 frames. utt_duration=547.4 frames, utt_pad_proportion=0.07414, over 18118.01 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07207, over 2467059.47 frames. utt_duration=1167 frames, utt_pad_proportion=0.08408, over 8467.80 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06339, over 2473479.11 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07248, over 19536.33 utterances.], batch size: 75, lr: 3.60e-04
2022-08-26 10:53:47,864 INFO [train.py:927] (3/8) Epoch 10, batch 20800, giga_loss[loss=0.2072, simple_loss=0.2991, pruned_loss=0.05767, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.0418, over 28.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2999, pruned_loss=0.06429, over 2473086.41 frames. utt_duration=567.2 frames, utt_pad_proportion=0.07026, over 17485.50 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3, pruned_loss=0.07204, over 2466912.95 frames. utt_duration=1167 frames, utt_pad_proportion=0.08295, over 8463.27 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.299, pruned_loss=0.06305, over 2473927.90 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06947, over 18834.41 utterances.], batch size: 28, lr: 3.60e-04
2022-08-26 10:55:28,871 INFO [train.py:927] (3/8) Epoch 10, batch 20850, giga_loss[loss=0.2437, simple_loss=0.3234, pruned_loss=0.08196, over 12391.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05108, over 161.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3012, pruned_loss=0.06591, over 2472553.68 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06624, over 16677.37 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2997, pruned_loss=0.07188, over 2466976.96 frames. utt_duration=1171 frames, utt_pad_proportion=0.08158, over 8438.83 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3007, pruned_loss=0.06483, over 2473336.85 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06623, over 18060.04 utterances.], batch size: 161, lr: 3.60e-04
2022-08-26 10:57:13,010 INFO [train.py:927] (3/8) Epoch 10, batch 20900, giga_loss[loss=0.2165, simple_loss=0.3004, pruned_loss=0.06632, over 12386.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.0576, over 162.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3035, pruned_loss=0.06894, over 2473289.86 frames. utt_duration=568.7 frames, utt_pad_proportion=0.0735, over 17442.03 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3003, pruned_loss=0.07219, over 2467214.40 frames. utt_duration=1163 frames, utt_pad_proportion=0.0843, over 8498.85 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3026, pruned_loss=0.06766, over 2473870.04 frames. utt_duration=530 frames, utt_pad_proportion=0.07193, over 18724.32 utterances.], batch size: 162, lr: 3.60e-04
2022-08-26 10:58:55,302 INFO [train.py:927] (3/8) Epoch 10, batch 20950, giga_loss[loss=0.2242, simple_loss=0.3142, pruned_loss=0.06713, over 12463.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.0303, over 75.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3023, pruned_loss=0.06839, over 2473614.46 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06769, over 17275.60 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3004, pruned_loss=0.07218, over 2467044.66 frames. utt_duration=1166 frames, utt_pad_proportion=0.08338, over 8472.51 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3016, pruned_loss=0.06734, over 2474307.74 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06708, over 18436.95 utterances.], batch size: 75, lr: 3.60e-04
2022-08-26 11:00:39,954 INFO [train.py:927] (3/8) Epoch 10, batch 21000, giga_loss[loss=0.2425, simple_loss=0.3087, pruned_loss=0.08811, over 12384.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3011, pruned_loss=0.06729, over 2473708.17 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06572, over 17804.01 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3003, pruned_loss=0.07218, over 2466931.43 frames. utt_duration=1168 frames, utt_pad_proportion=0.0831, over 8461.14 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3006, pruned_loss=0.06646, over 2474368.00 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06543, over 18756.95 utterances.], batch size: 259, lr: 3.60e-04
2022-08-26 11:00:39,956 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 11:00:52,916 INFO [train.py:967] (3/8) 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 11:02:35,336 INFO [train.py:927] (3/8) Epoch 10, batch 21050, giga_loss[loss=0.1924, simple_loss=0.273, pruned_loss=0.05587, over 12265.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02786, over 45.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.298, pruned_loss=0.06604, over 2475009.86 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06428, over 18173.46 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07246, over 2467270.68 frames. utt_duration=1167 frames, utt_pad_proportion=0.0824, over 8466.16 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2973, pruned_loss=0.06505, over 2475323.63 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06429, over 19056.85 utterances.], batch size: 45, lr: 3.60e-04
2022-08-26 11:04:18,251 INFO [train.py:927] (3/8) Epoch 10, batch 21100, giga_loss[loss=0.2119, simple_loss=0.2916, pruned_loss=0.06609, over 12454.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03071, over 55.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2941, pruned_loss=0.06487, over 2474690.62 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07187, over 19030.39 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07249, over 2467327.33 frames. utt_duration=1156 frames, utt_pad_proportion=0.08601, over 8551.93 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2934, pruned_loss=0.06392, over 2475006.89 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06996, over 19816.99 utterances.], batch size: 55, lr: 3.60e-04
2022-08-26 11:06:00,268 INFO [train.py:927] (3/8) Epoch 10, batch 21150, giga_loss[loss=0.1791, simple_loss=0.2714, pruned_loss=0.04338, over 12356.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03288, over 62.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2928, pruned_loss=0.06416, over 2474448.35 frames. utt_duration=508 frames, utt_pad_proportion=0.07667, over 19541.97 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.07251, over 2467217.28 frames. utt_duration=1161 frames, utt_pad_proportion=0.08521, over 8512.84 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2924, pruned_loss=0.06329, over 2474883.36 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07533, over 20345.66 utterances.], batch size: 62, lr: 3.60e-04
2022-08-26 11:07:42,554 INFO [train.py:927] (3/8) Epoch 10, batch 21200, giga_loss[loss=0.1993, simple_loss=0.285, pruned_loss=0.05682, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02587, over 66.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2924, pruned_loss=0.06453, over 2474156.82 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07575, over 19517.54 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3008, pruned_loss=0.07266, over 2467329.02 frames. utt_duration=1154 frames, utt_pad_proportion=0.08787, over 8564.94 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2916, pruned_loss=0.06349, over 2474636.67 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07362, over 20467.05 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 11:09:23,141 INFO [train.py:927] (3/8) Epoch 10, batch 21250, giga_loss[loss=0.1912, simple_loss=0.2761, pruned_loss=0.05318, over 12439.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03556, over 98.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.288, pruned_loss=0.06275, over 2473892.18 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07555, over 19594.23 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3006, pruned_loss=0.07258, over 2467444.37 frames. utt_duration=1155 frames, utt_pad_proportion=0.08756, over 8554.12 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2875, pruned_loss=0.06197, over 2474202.45 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07398, over 20389.53 utterances.], batch size: 98, lr: 3.60e-04
2022-08-26 11:11:05,699 INFO [train.py:927] (3/8) Epoch 10, batch 21300, giga_loss[loss=0.1756, simple_loss=0.2636, pruned_loss=0.04386, over 12432.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03825, over 105.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2848, pruned_loss=0.06154, over 2473719.04 frames. utt_duration=538.7 frames, utt_pad_proportion=0.07052, over 18417.96 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3008, pruned_loss=0.07273, over 2467592.42 frames. utt_duration=1147 frames, utt_pad_proportion=0.09036, over 8619.89 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.284, pruned_loss=0.06065, over 2473909.07 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06799, over 19118.33 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 11:12:46,551 INFO [train.py:927] (3/8) Epoch 10, batch 21350, giga_loss[loss=0.2031, simple_loss=0.2795, pruned_loss=0.06336, over 12355.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2832, pruned_loss=0.06159, over 2472709.15 frames. utt_duration=556.6 frames, utt_pad_proportion=0.07061, over 17817.40 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3008, pruned_loss=0.07294, over 2467530.16 frames. utt_duration=1154 frames, utt_pad_proportion=0.08815, over 8563.14 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2821, pruned_loss=0.06035, over 2473099.74 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06919, over 18724.17 utterances.], batch size: 97, lr: 3.60e-04
2022-08-26 11:14:29,652 INFO [train.py:927] (3/8) Epoch 10, batch 21400, giga_loss[loss=0.2755, simple_loss=0.333, pruned_loss=0.109, over 12391.00 frames. utt_duration=404.5 frames, utt_pad_proportion=0.03928, over 123.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2814, pruned_loss=0.06094, over 2473106.83 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06694, over 17139.17 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3013, pruned_loss=0.0731, over 2467935.99 frames. utt_duration=1155 frames, utt_pad_proportion=0.08681, over 8555.14 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2796, pruned_loss=0.0595, over 2473200.03 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06631, over 18111.39 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 11:16:13,611 INFO [train.py:927] (3/8) Epoch 10, batch 21450, giga_loss[loss=0.172, simple_loss=0.2554, pruned_loss=0.04435, over 12334.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03382, over 58.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2823, pruned_loss=0.06249, over 2472932.43 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06751, over 17112.87 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.302, pruned_loss=0.07447, over 2468097.46 frames. utt_duration=1158 frames, utt_pad_proportion=0.08527, over 8532.90 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2797, pruned_loss=0.05987, over 2473020.74 frames. utt_duration=547 frames, utt_pad_proportion=0.06737, over 18134.72 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 11:17:54,192 INFO [train.py:927] (3/8) Epoch 10, batch 21500, giga_loss[loss=0.1926, simple_loss=0.2798, pruned_loss=0.05265, over 12306.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03534, over 51.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2867, pruned_loss=0.06455, over 2473408.02 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06554, over 17052.06 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3028, pruned_loss=0.07485, over 2468243.20 frames. utt_duration=1153 frames, utt_pad_proportion=0.08689, over 8577.64 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2834, pruned_loss=0.06175, over 2473487.58 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06448, over 18114.56 utterances.], batch size: 51, lr: 3.59e-04
2022-08-26 11:19:36,536 INFO [train.py:927] (3/8) Epoch 10, batch 21550, giga_loss[loss=0.2338, simple_loss=0.321, pruned_loss=0.07332, over 12437.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04115, over 146.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2923, pruned_loss=0.06716, over 2474674.61 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06479, over 18104.43 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3026, pruned_loss=0.0747, over 2468363.92 frames. utt_duration=1155 frames, utt_pad_proportion=0.08621, over 8561.07 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2896, pruned_loss=0.06495, over 2474701.38 frames. utt_duration=520.4 frames, utt_pad_proportion=0.0642, over 19077.21 utterances.], batch size: 146, lr: 3.59e-04
2022-08-26 11:21:19,021 INFO [train.py:927] (3/8) Epoch 10, batch 21600, libri_loss[loss=0.2148, simple_loss=0.3066, pruned_loss=0.06146, over 12258.00 frames. utt_duration=755.8 frames, utt_pad_proportion=0.1421, over 65.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2969, pruned_loss=0.06855, over 2474225.81 frames. utt_duration=541.6 frames, utt_pad_proportion=0.07128, over 18323.09 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3024, pruned_loss=0.07456, over 2468396.12 frames. utt_duration=1140 frames, utt_pad_proportion=0.08931, over 8668.79 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2947, pruned_loss=0.0667, over 2474431.11 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06881, over 19317.68 utterances.], batch size: 65, lr: 3.59e-04
2022-08-26 11:22:58,004 INFO [train.py:927] (3/8) Epoch 10, batch 21650, giga_loss[loss=0.1714, simple_loss=0.2726, pruned_loss=0.03512, over 12459.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3012, pruned_loss=0.07018, over 2474368.38 frames. utt_duration=511 frames, utt_pad_proportion=0.07706, over 19424.01 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3023, pruned_loss=0.07445, over 2468547.12 frames. utt_duration=1144 frames, utt_pad_proportion=0.08802, over 8643.62 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2995, pruned_loss=0.06869, over 2474491.22 frames. utt_duration=486.7 frames, utt_pad_proportion=0.0753, over 20399.74 utterances.], batch size: 123, lr: 3.59e-04
2022-08-26 11:24:41,019 INFO [train.py:927] (3/8) Epoch 10, batch 21700, giga_loss[loss=0.1832, simple_loss=0.2769, pruned_loss=0.04473, over 12352.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03274, over 51.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2983, pruned_loss=0.0674, over 2473244.36 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07642, over 19107.39 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3017, pruned_loss=0.07401, over 2468329.08 frames. utt_duration=1147 frames, utt_pad_proportion=0.08677, over 8616.40 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2974, pruned_loss=0.06643, over 2473695.18 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07545, over 20280.19 utterances.], batch size: 51, lr: 3.59e-04
2022-08-26 11:26:23,806 INFO [train.py:927] (3/8) Epoch 10, batch 21750, libri_loss[loss=0.2177, simple_loss=0.2966, pruned_loss=0.06946, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009311, over 38.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2983, pruned_loss=0.06637, over 2473404.40 frames. utt_duration=538.2 frames, utt_pad_proportion=0.07276, over 18433.32 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3014, pruned_loss=0.07385, over 2468175.10 frames. utt_duration=1147 frames, utt_pad_proportion=0.08617, over 8616.92 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.06554, over 2474031.21 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07227, over 19648.36 utterances.], batch size: 38, lr: 3.59e-04
2022-08-26 11:28:07,698 INFO [train.py:927] (3/8) Epoch 10, batch 21800, giga_loss[loss=0.2129, simple_loss=0.3003, pruned_loss=0.06271, over 12372.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2998, pruned_loss=0.06717, over 2473176.64 frames. utt_duration=541.2 frames, utt_pad_proportion=0.07236, over 18329.39 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3013, pruned_loss=0.07379, over 2468162.06 frames. utt_duration=1150 frames, utt_pad_proportion=0.08576, over 8595.77 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2994, pruned_loss=0.06651, over 2473731.31 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07211, over 19391.57 utterances.], batch size: 51, lr: 3.59e-04
2022-08-26 11:29:51,149 INFO [train.py:927] (3/8) Epoch 10, batch 21850, libri_loss[loss=0.21, simple_loss=0.2972, pruned_loss=0.06138, over 12448.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009752, over 39.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3014, pruned_loss=0.06801, over 2472941.99 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06949, over 17966.18 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3017, pruned_loss=0.07385, over 2468221.93 frames. utt_duration=1154 frames, utt_pad_proportion=0.08448, over 8565.13 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3007, pruned_loss=0.06732, over 2473415.88 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06987, over 19016.96 utterances.], batch size: 39, lr: 3.59e-04
2022-08-26 11:31:35,754 INFO [train.py:927] (3/8) Epoch 10, batch 21900, giga_loss[loss=0.2305, simple_loss=0.3141, pruned_loss=0.07342, over 12380.00 frames. utt_duration=404.1 frames, utt_pad_proportion=0.04003, over 123.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3034, pruned_loss=0.06953, over 2473396.04 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06447, over 17675.03 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3018, pruned_loss=0.07397, over 2468014.96 frames. utt_duration=1156 frames, utt_pad_proportion=0.08384, over 8549.51 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3028, pruned_loss=0.06883, over 2474009.57 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06522, over 18603.04 utterances.], batch size: 123, lr: 3.59e-04
2022-08-26 11:33:18,459 INFO [train.py:927] (3/8) Epoch 10, batch 21950, giga_loss[loss=0.2529, simple_loss=0.3223, pruned_loss=0.09174, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3039, pruned_loss=0.06937, over 2472250.83 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06979, over 17756.86 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3014, pruned_loss=0.07368, over 2467740.10 frames. utt_duration=1159 frames, utt_pad_proportion=0.08322, over 8529.34 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3039, pruned_loss=0.06897, over 2473090.35 frames. utt_duration=529.8 frames, utt_pad_proportion=0.07022, over 18724.38 utterances.], batch size: 258, lr: 3.59e-04
2022-08-26 11:35:01,600 INFO [train.py:927] (3/8) Epoch 10, batch 22000, giga_loss[loss=0.2215, simple_loss=0.3031, pruned_loss=0.0699, over 12379.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03954, over 145.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3039, pruned_loss=0.0694, over 2471929.77 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06601, over 17157.24 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3009, pruned_loss=0.07326, over 2467971.63 frames. utt_duration=1160 frames, utt_pad_proportion=0.08189, over 8521.72 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3044, pruned_loss=0.0693, over 2472590.86 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06686, over 18315.26 utterances.], batch size: 145, lr: 3.59e-04
2022-08-26 11:36:46,134 INFO [train.py:927] (3/8) Epoch 10, batch 22050, giga_loss[loss=0.2192, simple_loss=0.3031, pruned_loss=0.06766, over 12397.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02623, over 91.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3034, pruned_loss=0.06981, over 2472949.63 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06637, over 17291.99 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3011, pruned_loss=0.07347, over 2468164.22 frames. utt_duration=1154 frames, utt_pad_proportion=0.08411, over 8565.91 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3037, pruned_loss=0.06943, over 2473441.91 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06591, over 18460.69 utterances.], batch size: 91, lr: 3.59e-04
2022-08-26 11:38:26,460 INFO [train.py:927] (3/8) Epoch 10, batch 22100, libri_loss[loss=0.2762, simple_loss=0.3648, pruned_loss=0.09384, over 12408.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.1451, over 66.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3045, pruned_loss=0.07026, over 2472215.94 frames. utt_duration=596.9 frames, utt_pad_proportion=0.06321, over 16609.96 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3017, pruned_loss=0.0735, over 2468011.64 frames. utt_duration=1151 frames, utt_pad_proportion=0.08376, over 8584.85 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3042, pruned_loss=0.06983, over 2472879.49 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06284, over 17763.72 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:40:08,376 INFO [train.py:927] (3/8) Epoch 10, batch 22150, giga_loss[loss=0.2154, simple_loss=0.3036, pruned_loss=0.06363, over 12354.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03517, over 104.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3048, pruned_loss=0.06975, over 2471295.59 frames. utt_duration=622.4 frames, utt_pad_proportion=0.06464, over 15920.84 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3015, pruned_loss=0.07281, over 2467652.17 frames. utt_duration=1165 frames, utt_pad_proportion=0.08102, over 8483.07 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3049, pruned_loss=0.06986, over 2472313.41 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06512, over 17292.25 utterances.], batch size: 104, lr: 3.59e-04
2022-08-26 11:41:48,767 INFO [train.py:927] (3/8) Epoch 10, batch 22200, giga_loss[loss=0.2099, simple_loss=0.2947, pruned_loss=0.06251, over 12461.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02993, over 55.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3041, pruned_loss=0.06914, over 2471773.92 frames. utt_duration=629 frames, utt_pad_proportion=0.06296, over 15756.00 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3013, pruned_loss=0.0727, over 2467714.18 frames. utt_duration=1171 frames, utt_pad_proportion=0.07991, over 8442.68 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3043, pruned_loss=0.06926, over 2472598.99 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06388, over 17021.35 utterances.], batch size: 55, lr: 3.59e-04
2022-08-26 11:43:30,734 INFO [train.py:927] (3/8) Epoch 10, batch 22250, libri_loss[loss=0.1889, simple_loss=0.2649, pruned_loss=0.05646, over 12382.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007784, over 31.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3019, pruned_loss=0.06864, over 2471849.24 frames. utt_duration=607.7 frames, utt_pad_proportion=0.06968, over 16311.53 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3014, pruned_loss=0.07295, over 2467553.70 frames. utt_duration=1164 frames, utt_pad_proportion=0.0832, over 8492.23 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3021, pruned_loss=0.06846, over 2472715.85 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06853, over 17415.00 utterances.], batch size: 31, lr: 3.59e-04
2022-08-26 11:45:11,781 INFO [train.py:927] (3/8) Epoch 10, batch 22300, giga_loss[loss=0.2024, simple_loss=0.286, pruned_loss=0.05936, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03282, over 58.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2998, pruned_loss=0.0678, over 2472072.42 frames. utt_duration=591.9 frames, utt_pad_proportion=0.06844, over 16749.05 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3009, pruned_loss=0.07274, over 2467672.02 frames. utt_duration=1168 frames, utt_pad_proportion=0.08237, over 8462.93 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3004, pruned_loss=0.06778, over 2472714.34 frames. utt_duration=559 frames, utt_pad_proportion=0.06787, over 17741.76 utterances.], batch size: 58, lr: 3.59e-04
2022-08-26 11:46:52,728 INFO [train.py:927] (3/8) Epoch 10, batch 22350, giga_loss[loss=0.2347, simple_loss=0.3102, pruned_loss=0.07957, over 12449.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02924, over 80.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.298, pruned_loss=0.0671, over 2472513.72 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06304, over 16621.79 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07288, over 2467784.46 frames. utt_duration=1168 frames, utt_pad_proportion=0.08148, over 8460.57 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2983, pruned_loss=0.0669, over 2473002.78 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06311, over 17557.85 utterances.], batch size: 80, lr: 3.59e-04
2022-08-26 11:48:33,339 INFO [train.py:927] (3/8) Epoch 10, batch 22400, giga_loss[loss=0.2158, simple_loss=0.2922, pruned_loss=0.06967, over 12365.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04028, over 145.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2949, pruned_loss=0.0659, over 2472572.19 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06425, over 16930.26 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07282, over 2467732.03 frames. utt_duration=1169 frames, utt_pad_proportion=0.08052, over 8451.55 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2951, pruned_loss=0.06568, over 2473094.75 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06455, over 17837.56 utterances.], batch size: 145, lr: 3.59e-04
2022-08-26 11:50:14,324 INFO [train.py:927] (3/8) Epoch 10, batch 22450, giga_loss[loss=0.1929, simple_loss=0.2724, pruned_loss=0.0567, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03645, over 43.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2923, pruned_loss=0.06458, over 2472940.04 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06213, over 17171.86 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07287, over 2467870.37 frames. utt_duration=1169 frames, utt_pad_proportion=0.08026, over 8455.30 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2924, pruned_loss=0.06432, over 2473241.01 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06253, over 17919.97 utterances.], batch size: 43, lr: 3.59e-04
2022-08-26 11:51:54,621 INFO [train.py:927] (3/8) Epoch 10, batch 22500, giga_loss[loss=0.214, simple_loss=0.2862, pruned_loss=0.07089, over 12195.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03027, over 39.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2928, pruned_loss=0.0639, over 2472391.90 frames. utt_duration=598.8 frames, utt_pad_proportion=0.0569, over 16557.10 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3009, pruned_loss=0.07253, over 2467997.99 frames. utt_duration=1176 frames, utt_pad_proportion=0.07889, over 8404.47 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2928, pruned_loss=0.0638, over 2472609.76 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05787, over 17388.35 utterances.], batch size: 39, lr: 3.59e-04
2022-08-26 11:53:35,148 INFO [train.py:927] (3/8) Epoch 10, batch 22550, giga_loss[loss=0.2359, simple_loss=0.3079, pruned_loss=0.08194, over 12337.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1918, over 363.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2944, pruned_loss=0.06407, over 2472678.35 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05666, over 16667.92 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3012, pruned_loss=0.07281, over 2468204.69 frames. utt_duration=1176 frames, utt_pad_proportion=0.07798, over 8408.26 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.294, pruned_loss=0.06353, over 2472774.18 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05756, over 17518.89 utterances.], batch size: 363, lr: 3.59e-04
2022-08-26 11:55:12,709 INFO [train.py:927] (3/8) Epoch 10, batch 22600, giga_loss[loss=0.1783, simple_loss=0.267, pruned_loss=0.04479, over 12361.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02853, over 85.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2935, pruned_loss=0.06324, over 2473350.62 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05688, over 17271.25 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3009, pruned_loss=0.07278, over 2467920.51 frames. utt_duration=1174 frames, utt_pad_proportion=0.07997, over 8421.99 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2932, pruned_loss=0.06256, over 2473832.51 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05651, over 18223.17 utterances.], batch size: 85, lr: 3.59e-04
2022-08-26 11:56:54,664 INFO [train.py:927] (3/8) Epoch 10, batch 22650, giga_loss[loss=0.2173, simple_loss=0.3059, pruned_loss=0.06437, over 12375.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04589, over 146.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2941, pruned_loss=0.06327, over 2473363.29 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05449, over 18163.83 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3008, pruned_loss=0.07279, over 2467800.91 frames. utt_duration=1175 frames, utt_pad_proportion=0.07973, over 8408.88 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2939, pruned_loss=0.06269, over 2473864.47 frames. utt_duration=523.5 frames, utt_pad_proportion=0.05438, over 18957.35 utterances.], batch size: 146, lr: 3.59e-04
2022-08-26 11:58:34,455 INFO [train.py:927] (3/8) Epoch 10, batch 22700, giga_loss[loss=0.2471, simple_loss=0.3278, pruned_loss=0.08316, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2959, pruned_loss=0.06434, over 2474263.71 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05208, over 18038.10 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3007, pruned_loss=0.07277, over 2468086.15 frames. utt_duration=1179 frames, utt_pad_proportion=0.07887, over 8385.85 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2958, pruned_loss=0.06378, over 2474497.54 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05229, over 18808.40 utterances.], batch size: 122, lr: 3.59e-04
2022-08-26 12:00:17,777 INFO [train.py:927] (3/8) Epoch 10, batch 22750, giga_loss[loss=0.2042, simple_loss=0.28, pruned_loss=0.0642, over 12478.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.0345, over 37.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2962, pruned_loss=0.06419, over 2473361.63 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05214, over 17538.97 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3003, pruned_loss=0.07249, over 2467565.37 frames. utt_duration=1186 frames, utt_pad_proportion=0.07724, over 8334.33 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2964, pruned_loss=0.06372, over 2474171.26 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05267, over 18502.00 utterances.], batch size: 37, lr: 3.59e-04
2022-08-26 12:01:57,989 INFO [train.py:927] (3/8) Epoch 10, batch 22800, libri_loss[loss=0.2137, simple_loss=0.289, pruned_loss=0.06916, over 12147.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005358, over 35.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2973, pruned_loss=0.06439, over 2473447.97 frames. utt_duration=556.5 frames, utt_pad_proportion=0.0554, over 17827.60 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3003, pruned_loss=0.07248, over 2467386.54 frames. utt_duration=1189 frames, utt_pad_proportion=0.07635, over 8313.43 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2974, pruned_loss=0.06392, over 2474362.30 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05594, over 18741.76 utterances.], batch size: 35, lr: 3.59e-04
2022-08-26 12:03:36,796 INFO [train.py:927] (3/8) Epoch 10, batch 22850, giga_loss[loss=0.2273, simple_loss=0.3091, pruned_loss=0.07274, over 12386.00 frames. utt_duration=376.8 frames, utt_pad_proportion=0.03395, over 132.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2971, pruned_loss=0.06481, over 2473054.42 frames. utt_duration=567.5 frames, utt_pad_proportion=0.0552, over 17476.86 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3007, pruned_loss=0.07288, over 2467446.61 frames. utt_duration=1178 frames, utt_pad_proportion=0.08003, over 8389.86 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2968, pruned_loss=0.06404, over 2473743.31 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05396, over 18164.14 utterances.], batch size: 132, lr: 3.59e-04
2022-08-26 12:05:17,465 INFO [train.py:927] (3/8) Epoch 10, batch 22900, giga_loss[loss=0.1809, simple_loss=0.2683, pruned_loss=0.04678, over 12443.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04785, over 34.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2943, pruned_loss=0.0634, over 2473124.31 frames. utt_duration=577 frames, utt_pad_proportion=0.05261, over 17190.94 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3006, pruned_loss=0.07276, over 2467400.16 frames. utt_duration=1181 frames, utt_pad_proportion=0.07946, over 8371.01 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2941, pruned_loss=0.06282, over 2473756.73 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05186, over 17826.40 utterances.], batch size: 34, lr: 3.59e-04
2022-08-26 12:06:56,498 INFO [train.py:927] (3/8) Epoch 10, batch 22950, giga_loss[loss=0.229, simple_loss=0.3222, pruned_loss=0.06789, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03857, over 123.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2952, pruned_loss=0.06261, over 2473365.44 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05505, over 17669.08 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3009, pruned_loss=0.07281, over 2467569.41 frames. utt_duration=1181 frames, utt_pad_proportion=0.07888, over 8366.33 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2947, pruned_loss=0.06202, over 2473769.58 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05456, over 18254.45 utterances.], batch size: 123, lr: 3.58e-04
2022-08-26 12:08:33,932 INFO [train.py:927] (3/8) Epoch 10, batch 23000, giga_loss[loss=0.1775, simple_loss=0.263, pruned_loss=0.04603, over 12357.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03181, over 62.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2951, pruned_loss=0.06302, over 2473306.44 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05772, over 17726.81 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.301, pruned_loss=0.07285, over 2467584.57 frames. utt_duration=1178 frames, utt_pad_proportion=0.0793, over 8389.49 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2946, pruned_loss=0.06249, over 2473633.39 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05704, over 18202.97 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:10:13,230 INFO [train.py:927] (3/8) Epoch 10, batch 23050, giga_loss[loss=0.2228, simple_loss=0.311, pruned_loss=0.06731, over 12456.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0368, over 123.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2944, pruned_loss=0.06367, over 2472781.26 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05475, over 17393.59 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3015, pruned_loss=0.07281, over 2467443.12 frames. utt_duration=1180 frames, utt_pad_proportion=0.0784, over 8372.76 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2934, pruned_loss=0.0631, over 2473278.80 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05448, over 17951.70 utterances.], batch size: 123, lr: 3.58e-04
2022-08-26 12:11:50,619 INFO [train.py:927] (3/8) Epoch 10, batch 23100, giga_loss[loss=0.1872, simple_loss=0.274, pruned_loss=0.05015, over 12416.00 frames. utt_duration=578.9 frames, utt_pad_proportion=0.03674, over 86.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.292, pruned_loss=0.06307, over 2473008.33 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05186, over 17021.80 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3018, pruned_loss=0.07311, over 2467295.01 frames. utt_duration=1185 frames, utt_pad_proportion=0.07659, over 8336.01 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2908, pruned_loss=0.06209, over 2473694.12 frames. utt_duration=559 frames, utt_pad_proportion=0.05225, over 17748.52 utterances.], batch size: 86, lr: 3.58e-04
2022-08-26 12:13:29,861 INFO [train.py:927] (3/8) Epoch 10, batch 23150, giga_loss[loss=0.1779, simple_loss=0.2611, pruned_loss=0.0474, over 12198.00 frames. utt_duration=1357 frames, utt_pad_proportion=0.03145, over 36.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2895, pruned_loss=0.06218, over 2473153.66 frames. utt_duration=561.8 frames, utt_pad_proportion=0.056, over 17656.88 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3018, pruned_loss=0.07314, over 2467452.78 frames. utt_duration=1177 frames, utt_pad_proportion=0.07943, over 8397.92 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2883, pruned_loss=0.06119, over 2473666.71 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05466, over 18338.52 utterances.], batch size: 36, lr: 3.58e-04
2022-08-26 12:15:08,049 INFO [train.py:927] (3/8) Epoch 10, batch 23200, giga_loss[loss=0.1793, simple_loss=0.2664, pruned_loss=0.04611, over 12393.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.03535, over 26.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2856, pruned_loss=0.06063, over 2472754.28 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05376, over 17000.05 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3016, pruned_loss=0.07302, over 2467199.41 frames. utt_duration=1181 frames, utt_pad_proportion=0.07859, over 8369.08 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2846, pruned_loss=0.05978, over 2473486.03 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05298, over 17692.15 utterances.], batch size: 26, lr: 3.58e-04
2022-08-26 12:16:46,528 INFO [train.py:927] (3/8) Epoch 10, batch 23250, giga_loss[loss=0.2017, simple_loss=0.2856, pruned_loss=0.05893, over 12383.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03024, over 97.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2884, pruned_loss=0.06124, over 2472979.04 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05574, over 17455.69 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3015, pruned_loss=0.07295, over 2467455.84 frames. utt_duration=1183 frames, utt_pad_proportion=0.07769, over 8350.63 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2875, pruned_loss=0.06047, over 2473388.71 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05536, over 18148.36 utterances.], batch size: 97, lr: 3.58e-04
2022-08-26 12:18:23,808 INFO [train.py:927] (3/8) Epoch 10, batch 23300, giga_loss[loss=0.2147, simple_loss=0.3055, pruned_loss=0.06196, over 12409.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04969, over 161.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2913, pruned_loss=0.06229, over 2472642.83 frames. utt_duration=560 frames, utt_pad_proportion=0.05842, over 17708.20 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3018, pruned_loss=0.07297, over 2467626.00 frames. utt_duration=1183 frames, utt_pad_proportion=0.07735, over 8357.14 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2902, pruned_loss=0.06156, over 2472857.74 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05811, over 18331.62 utterances.], batch size: 161, lr: 3.58e-04
2022-08-26 12:20:03,293 INFO [train.py:927] (3/8) Epoch 10, batch 23350, giga_loss[loss=0.2004, simple_loss=0.288, pruned_loss=0.05646, over 12363.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02873, over 66.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2929, pruned_loss=0.06313, over 2472557.64 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05927, over 16884.68 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07283, over 2467767.95 frames. utt_duration=1181 frames, utt_pad_proportion=0.07891, over 8372.22 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2919, pruned_loss=0.06224, over 2472837.67 frames. utt_duration=559 frames, utt_pad_proportion=0.05785, over 17741.44 utterances.], batch size: 66, lr: 3.58e-04
2022-08-26 12:21:47,889 INFO [train.py:927] (3/8) Epoch 10, batch 23400, giga_loss[loss=0.2598, simple_loss=0.3243, pruned_loss=0.09769, over 12364.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2986, pruned_loss=0.06756, over 2472632.29 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06285, over 17588.92 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3009, pruned_loss=0.07256, over 2467550.34 frames. utt_duration=1188 frames, utt_pad_proportion=0.07758, over 8319.44 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2983, pruned_loss=0.06693, over 2473173.10 frames. utt_duration=535.7 frames, utt_pad_proportion=0.062, over 18517.06 utterances.], batch size: 369, lr: 3.58e-04
2022-08-26 12:23:27,484 INFO [train.py:927] (3/8) Epoch 10, batch 23450, giga_loss[loss=0.2381, simple_loss=0.3146, pruned_loss=0.08076, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.036, over 37.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3041, pruned_loss=0.07164, over 2473264.67 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06902, over 18307.91 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07234, over 2467612.48 frames. utt_duration=1196 frames, utt_pad_proportion=0.07595, over 8265.63 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3043, pruned_loss=0.07122, over 2473783.03 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06856, over 19338.08 utterances.], batch size: 37, lr: 3.58e-04
2022-08-26 12:25:09,540 INFO [train.py:927] (3/8) Epoch 10, batch 23500, giga_loss[loss=0.3038, simple_loss=0.3644, pruned_loss=0.1217, over 12397.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07352, over 212.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3108, pruned_loss=0.07662, over 2473650.74 frames. utt_duration=519.6 frames, utt_pad_proportion=0.07305, over 19095.76 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07229, over 2467690.40 frames. utt_duration=1196 frames, utt_pad_proportion=0.07519, over 8265.12 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.07637, over 2474132.44 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07271, over 20141.20 utterances.], batch size: 212, lr: 3.58e-04
2022-08-26 12:26:54,798 INFO [train.py:927] (3/8) Epoch 10, batch 23550, giga_loss[loss=0.2272, simple_loss=0.3069, pruned_loss=0.07373, over 12384.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02729, over 91.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.316, pruned_loss=0.08128, over 2474192.19 frames. utt_duration=473.5 frames, utt_pad_proportion=0.08304, over 20965.45 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3002, pruned_loss=0.07225, over 2467755.94 frames. utt_duration=1197 frames, utt_pad_proportion=0.07494, over 8253.80 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3163, pruned_loss=0.08117, over 2474536.99 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08251, over 21855.05 utterances.], batch size: 91, lr: 3.58e-04
2022-08-26 12:28:41,399 INFO [train.py:927] (3/8) Epoch 10, batch 23600, giga_loss[loss=0.3057, simple_loss=0.3679, pruned_loss=0.1217, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06587, over 183.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3227, pruned_loss=0.08695, over 2474101.23 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08797, over 22346.99 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3013, pruned_loss=0.07266, over 2467474.18 frames. utt_duration=1187 frames, utt_pad_proportion=0.07807, over 8322.23 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3225, pruned_loss=0.08678, over 2474788.47 frames. utt_duration=426 frames, utt_pad_proportion=0.0865, over 23317.17 utterances.], batch size: 183, lr: 3.58e-04
2022-08-26 12:30:29,093 INFO [train.py:927] (3/8) Epoch 10, batch 23650, giga_loss[loss=0.2344, simple_loss=0.3072, pruned_loss=0.08082, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03171, over 42.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3251, pruned_loss=0.08832, over 2473925.59 frames. utt_duration=455.5 frames, utt_pad_proportion=0.08276, over 21794.58 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3014, pruned_loss=0.07268, over 2467696.56 frames. utt_duration=1180 frames, utt_pad_proportion=0.08052, over 8373.78 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3253, pruned_loss=0.08845, over 2474384.18 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08111, over 22766.60 utterances.], batch size: 42, lr: 3.58e-04
2022-08-26 12:32:14,399 INFO [train.py:927] (3/8) Epoch 10, batch 23700, giga_loss[loss=0.2322, simple_loss=0.3156, pruned_loss=0.07441, over 12470.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02991, over 75.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3271, pruned_loss=0.09109, over 2474617.37 frames. utt_duration=439.1 frames, utt_pad_proportion=0.08325, over 22618.35 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3012, pruned_loss=0.07266, over 2467833.25 frames. utt_duration=1186 frames, utt_pad_proportion=0.07904, over 8336.72 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.328, pruned_loss=0.09159, over 2475000.16 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08245, over 23730.51 utterances.], batch size: 75, lr: 3.58e-04
2022-08-26 12:33:55,899 INFO [train.py:927] (3/8) Epoch 10, batch 23750, giga_loss[loss=0.3312, simple_loss=0.3744, pruned_loss=0.144, over 12369.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1116, over 260.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.329, pruned_loss=0.09182, over 2474371.18 frames. utt_duration=438 frames, utt_pad_proportion=0.08108, over 22670.99 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3009, pruned_loss=0.07247, over 2467572.12 frames. utt_duration=1192 frames, utt_pad_proportion=0.07732, over 8288.21 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3306, pruned_loss=0.09286, over 2475089.06 frames. utt_duration=414.4 frames, utt_pad_proportion=0.0811, over 23975.16 utterances.], batch size: 260, lr: 3.58e-04
2022-08-26 12:35:42,337 INFO [train.py:927] (3/8) Epoch 10, batch 23800, giga_loss[loss=0.2515, simple_loss=0.3171, pruned_loss=0.093, over 12334.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3285, pruned_loss=0.09093, over 2474649.56 frames. utt_duration=435 frames, utt_pad_proportion=0.08257, over 22833.04 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07243, over 2467937.80 frames. utt_duration=1196 frames, utt_pad_proportion=0.07651, over 8261.06 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3303, pruned_loss=0.09205, over 2474964.94 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08279, over 24093.70 utterances.], batch size: 369, lr: 3.58e-04
2022-08-26 12:37:28,738 INFO [train.py:927] (3/8) Epoch 10, batch 23850, giga_loss[loss=0.2559, simple_loss=0.3312, pruned_loss=0.09035, over 12437.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05432, over 162.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3281, pruned_loss=0.08968, over 2475198.12 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08207, over 23137.61 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3009, pruned_loss=0.07239, over 2467998.65 frames. utt_duration=1198 frames, utt_pad_proportion=0.07565, over 8248.19 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3297, pruned_loss=0.09084, over 2475485.83 frames. utt_duration=408.4 frames, utt_pad_proportion=0.08253, over 24332.15 utterances.], batch size: 162, lr: 3.58e-04
2022-08-26 12:39:10,731 INFO [train.py:927] (3/8) Epoch 10, batch 23900, giga_loss[loss=0.2398, simple_loss=0.3129, pruned_loss=0.08331, over 12433.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03269, over 80.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3247, pruned_loss=0.08697, over 2474987.14 frames. utt_duration=430 frames, utt_pad_proportion=0.08446, over 23101.97 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.301, pruned_loss=0.07245, over 2468222.38 frames. utt_duration=1181 frames, utt_pad_proportion=0.08237, over 8371.56 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3267, pruned_loss=0.08833, over 2475228.09 frames. utt_duration=407 frames, utt_pad_proportion=0.08285, over 24411.17 utterances.], batch size: 80, lr: 3.58e-04
2022-08-26 12:40:55,702 INFO [train.py:927] (3/8) Epoch 10, batch 23950, giga_loss[loss=0.2284, simple_loss=0.3127, pruned_loss=0.072, over 12416.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02855, over 62.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3233, pruned_loss=0.08581, over 2475337.05 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07975, over 21796.04 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3009, pruned_loss=0.07236, over 2468378.72 frames. utt_duration=1183 frames, utt_pad_proportion=0.08146, over 8357.10 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3253, pruned_loss=0.08715, over 2475477.07 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07893, over 23025.40 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:42:49,514 INFO [train.py:927] (3/8) Epoch 10, batch 24000, giga_loss[loss=0.2311, simple_loss=0.3157, pruned_loss=0.0733, over 12235.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03296, over 45.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3221, pruned_loss=0.08421, over 2475138.94 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07899, over 21439.38 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3007, pruned_loss=0.0724, over 2468287.04 frames. utt_duration=1177 frames, utt_pad_proportion=0.08394, over 8398.29 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3242, pruned_loss=0.08544, over 2475433.56 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07748, over 22615.68 utterances.], batch size: 45, lr: 3.58e-04
2022-08-26 12:42:49,516 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 12:43:04,617 INFO [train.py:967] (3/8) 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 12:44:47,099 INFO [train.py:927] (3/8) Epoch 10, batch 24050, giga_loss[loss=0.277, simple_loss=0.3391, pruned_loss=0.1074, over 12385.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05933, over 182.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3228, pruned_loss=0.08328, over 2474979.20 frames. utt_duration=462.4 frames, utt_pad_proportion=0.08258, over 21475.71 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3015, pruned_loss=0.07289, over 2468649.01 frames. utt_duration=1169 frames, utt_pad_proportion=0.08651, over 8458.10 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3243, pruned_loss=0.08408, over 2475032.28 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08027, over 22663.54 utterances.], batch size: 182, lr: 3.58e-04
2022-08-26 12:46:32,639 INFO [train.py:927] (3/8) Epoch 10, batch 24100, giga_loss[loss=0.2129, simple_loss=0.3006, pruned_loss=0.0626, over 12445.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03616, over 86.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3218, pruned_loss=0.08275, over 2475117.08 frames. utt_duration=471.8 frames, utt_pad_proportion=0.0777, over 21048.81 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3015, pruned_loss=0.07286, over 2468713.15 frames. utt_duration=1169 frames, utt_pad_proportion=0.08588, over 8456.53 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3231, pruned_loss=0.08349, over 2475159.04 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07624, over 22103.81 utterances.], batch size: 86, lr: 3.58e-04
2022-08-26 12:48:17,387 INFO [train.py:927] (3/8) Epoch 10, batch 24150, giga_loss[loss=0.2494, simple_loss=0.3192, pruned_loss=0.08977, over 12445.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03738, over 123.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3205, pruned_loss=0.0831, over 2475174.93 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07872, over 21854.19 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3015, pruned_loss=0.07275, over 2468594.47 frames. utt_duration=1173 frames, utt_pad_proportion=0.08492, over 8431.84 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3218, pruned_loss=0.08394, over 2475410.51 frames. utt_duration=434 frames, utt_pad_proportion=0.07784, over 22891.53 utterances.], batch size: 123, lr: 3.58e-04
2022-08-26 12:50:03,049 INFO [train.py:927] (3/8) Epoch 10, batch 24200, giga_loss[loss=0.3014, simple_loss=0.3924, pruned_loss=0.1052, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02997, over 48.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3196, pruned_loss=0.0818, over 2474284.02 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07955, over 21566.79 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3015, pruned_loss=0.07272, over 2468332.83 frames. utt_duration=1173 frames, utt_pad_proportion=0.08461, over 8424.54 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.321, pruned_loss=0.08266, over 2474810.44 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07889, over 22642.41 utterances.], batch size: 48, lr: 3.58e-04
2022-08-26 12:51:44,749 INFO [train.py:927] (3/8) Epoch 10, batch 24250, giga_loss[loss=0.2177, simple_loss=0.2964, pruned_loss=0.06953, over 12280.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02759, over 42.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3181, pruned_loss=0.08062, over 2473417.83 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07787, over 20913.86 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3009, pruned_loss=0.07241, over 2467761.78 frames. utt_duration=1181 frames, utt_pad_proportion=0.08204, over 8371.13 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3204, pruned_loss=0.08193, over 2474578.57 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07817, over 22340.91 utterances.], batch size: 42, lr: 3.58e-04